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skill_duplicates_Blacksburg_MRWG
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skill_duplicates_Blacksburg_MRWG
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skillclusterfamily,skillcluster,skill,count,perc
,,Research,3492,0.471
,,Microsoft Excel,3348,0.452
Information Technology,Microsoft Office and Productivity Tools,Microsoft Office,2540,0.343
Information Technology,Microsoft Office and Productivity Tools,Microsoft Powerpoint,2147,0.29
,,Microsoft Word,2012,0.272
,,Organizational Skills,1974,0.266
,,Computer Literacy,1890,0.255
Administration,Scheduling,Scheduling,1892,0.255
Customer and Client Support,Basic Customer Service,Customer Service,1697,0.229
,,Communication Skills,1602,0.216
Analysis,Mathematical Software,MATLAB,1413,0.191
,,Planning,1359,0.183
Education and Training,Teaching,Teaching,1354,0.183
Information Technology,C and C++,C++,1353,0.183
Sales,General Sales,Sales,1318,0.178
Finance,Budget Management,Budgeting,1181,0.159
,,Teamwork / Collaboration,1060,0.143
Information Technology,Microsoft Windows,Microsoft Windows,1036,0.14
,,Problem Solving,1029,0.139
,,Repair,973,0.131
,,Writing,974,0.131
Information Technology,Java,Java,966,0.13
Engineering,Drafting and Engineering Design,AutoCAD,948,0.128
,,Troubleshooting,922,0.124
Information Technology,Basic Computer Knowledge,Hardware Experience,908,0.123
Business,Project Management,Project Management,867,0.117
Information Technology,Microsoft Office and Productivity Tools,Microsoft Access,842,0.114
,,Leadership,816,0.11
Design,Graphic and Visual Design Software,Adobe Photoshop,773,0.104
,,English,760,0.103
,,Cleaning,749,0.101
Business,Quality Assurance and Control,Quality Assurance and Control,730,0.099
Administration,Administrative Support,Administrative Support,729,0.098
Sales,Insurance Sales,Insurance Knowledge,712,0.096
Information Technology,SQL Databases and Programming,SQL,678,0.092
Engineering,Simulation,Simulation,676,0.091
Administration,General Administrative and Clerical Tasks,Data Entry,653,0.088
,,Creativity,634,0.086
Business,People Management,Staff Management,619,0.084
Finance,General Accounting,Accounting,624,0.084
Engineering,Mechanical Engineering,Mechanical Engineering,600,0.081
Finance,Billing and Invoicing,Customer Billing,596,0.08
Information Technology,Operating Systems,Linux,590,0.08
Information Technology,Scripting Languages,Python,570,0.077
Information Technology,Operating Systems,UNIX,563,0.076
Science and Research,Chemistry,Chemistry,552,0.075
Information Technology,Technical Support,Technical Support,551,0.074
,,Detail-Oriented,534,0.072
Business,Business Management,Business Administration,531,0.072
,,Editing,522,0.07
,,Multi-Tasking,496,0.067
Administration,General Administrative and Clerical Tasks,Secretarial Skills,498,0.067
Information Technology,System Design and Implementation,Systems Engineering,497,0.067
,,Time Management,487,0.066
,,Typing,488,0.066
Information Technology,Microsoft Office and Productivity Tools,Spreadsheets,484,0.065
Analysis,Data Analysis,Data Analysis,463,0.062
Customer and Client Support,Basic Customer Service,Customer Contact,460,0.062
Information Technology,Microsoft Development Tools,Visual Basic,461,0.062
,,Telephone Skills,444,0.06
"Economics, Policy, and Social Studies",Economics,Economics,441,0.06
Science and Research,Research Methodology,Experiments,445,0.06
Supply Chain and Logistics,Procurement,Purchasing,443,0.06
Health Care,Mental and Behavioral Health Specialties,Psychology,432,0.058
Administration,Administrative Support,Appointment Setting,426,0.057
Engineering,Engineering Software,LabVIEW,423,0.057
Health Care,Emergency and Intensive Care,Cardiopulmonary Resuscitation (CPR),423,0.057
Information Technology,Management Information System (MIS),Information Systems,406,0.055
Science and Research,Biology,Biology,407,0.055
Information Technology,JavaScript and jQuery,JavaScript,389,0.053
Supply Chain and Logistics,Inventory Management,Inventory Management,391,0.053
Analysis,Mathematical Software,Mathematica,382,0.052
Information Technology,Mainframe Technologies,Fortran,383,0.052
Information Technology,Oracle,Oracle,361,0.049
Science and Research,Physics,Physics,360,0.049
Supply Chain and Logistics,Inventory Management,Inventory Control,361,0.049
Information Technology,Software Development Principles,Software Development,351,0.047
Information Technology,Web Design,Web Site Design,345,0.047
,,Spanish,343,0.046
Human Resources,Occupational Health and Safety,Occupational Health and Safety,342,0.046
Marketing and Public Relations,Packaging and Labeling,Packaging,338,0.046
Engineering,Drafting and Engineering Design,Autodesk,337,0.045
Business,Business Management,Business Management,327,0.044
Engineering,Electrical and Computer Engineering,Computer Engineering,325,0.044
Supply Chain and Logistics,Material Handling,Forklift Operation,324,0.044
Administration,Office Management,Office Management,322,0.043
Education and Training,Teaching,Graduate Teaching,319,0.043
Information Technology,Software Development Principles,Software Engineering,322,0.043
,,SolidWorks,308,0.042
Manufacturing and Production,Lean Manufacturing,Six Sigma,310,0.042
,,Building Effective Relationships,305,0.041
,,Quality Management,302,0.041
Manufacturing and Production,Machinery,Machinery,305,0.041
Media and Writing,Writing,Technical Writing / Editing,302,0.041
Marketing and Public Relations,Social Media,Social Media,296,0.04
,,Presentation Skills,287,0.039
Information Technology,Operating Systems,Microsoft Operating Systems,290,0.039
Information Technology,PHP Web,Hypertext Preprocessor (PHP),290,0.039
Information Technology,Telecommunications,Telecommunications,282,0.038
Analysis,Statistical Software,Minitab,271,0.037
Industry Knowledge,Industrial Engineering Industry Knowledge,Industrial Engineering Industry Expertise,273,0.037
Information Technology,Microsoft Office and Productivity Tools,Microsoft Outlook,276,0.037
Manufacturing and Production,Welding,Welding,274,0.037
,,Chinese,269,0.036
Business,Project Management,Project Design,268,0.036
Customer and Client Support,Basic Customer Service,Customer Checkout,270,0.036
Design,Graphic and Visual Design Software,Microsoft Visio,268,0.036
Engineering,Robotics,Robotics,269,0.036
Business,Business Process and Analysis,Cost Control,262,0.035
Finance,Accounting and Finance Software,Quickbooks,257,0.035
Information Technology,Basic Computer Knowledge,Apple Macintosh,258,0.035
Information Technology,Technical Support,Hardware and Software Installation,263,0.035
,,Public Speaking,251,0.034
Information Technology,Enterprise Resource Planning (ERP),SAP,251,0.034
Information Technology,Project Management Software,Microsoft Project,251,0.034
Marketing and Public Relations,General Marketing,Marketing,249,0.034
Analysis,Statistical Software,SAS,241,0.033
Design,Graphic and Visual Design Software,Adobe Acrobat,242,0.033
Supply Chain and Logistics,Procurement,Procurement,245,0.033
Business,Operations Management,Operations Management,234,0.032
Design,User Interface and User Experience (UI/UX) Design,Adobe Dreamweaver,234,0.032
Finance,General Accounting,Bookkeeping,237,0.032
Information Technology,Operating Systems,Windows NT,239,0.032
Information Technology,SQL Databases and Programming,MySQL,240,0.032
,,Quick Learner,233,0.031
Design,Graphic and Visual Design Software,Adobe Indesign,231,0.031
Engineering,Engineering Software,Ansys,231,0.031
Information Technology,Microsoft Development Tools,Visual Basic for Applications (VBA),231,0.031
Administration,Administrative Support,Administrative Functions,221,0.03
Information Technology,Operating Systems,MacIntosh OS,221,0.03
Information Technology,Productivity Software,Lotus Applications,225,0.03
Information Technology,Productivity Software,WordPerfect,225,0.03
,,Mentoring,216,0.029
Engineering,Civil and Architectural Engineering,Civil Engineering,214,0.029
Engineering,Drafting and Engineering Design,Computer Aided Drafting/Design (CAD),213,0.029
Engineering,Mechanical Engineering,Finite Element Analysis,214,0.029
Information Technology,Scripting Languages,PERL Scripting Language,212,0.029
"Maintenance, Repair, and Installation",Painting,Painting,214,0.029
Media and Writing,Music,Music,217,0.029
,,PASCAL,204,0.028
Analysis,Data Techniques,Data Collection,205,0.028
Analysis,Mathematics,Calculus,207,0.028
Business,Process Improvement,Process Improvement,206,0.028
Design,Graphic and Visual Design Software,Adobe Illustrator,208,0.028
Information Technology,General Networking,Cisco,210,0.028
Information Technology,Microsoft Development Tools,Visual Studio,211,0.028
Marketing and Public Relations,Public Relations,Newsletters,211,0.028
Sales,General Sales,Product Sales,204,0.028
Sales,Merchandising,Merchandising,211,0.028
,,Calculation,199,0.027
Business,Business Strategy,Strategic Planning,202,0.027
Business,Event Planning and Management,Event Planning,197,0.027
Information Technology,Network Protocols,Transmission Control Protocol / Internet Protocol (TCP / IP),200,0.027
Information Technology,Software Development Principles,Data Structures,200,0.027
Marketing and Public Relations,Fundraising,Fundraising,200,0.027
Personal Care and Services,Food and Beverage Service,Cooking,200,0.027
,,Team Building,194,0.026
Administration,Office Machines,Scanners,194,0.026
Business,People Management,Conflict Management,190,0.026
Information Technology,Extensible Languages,Extensible Markup Language (XML),196,0.026
Information Technology,Microsoft Development Tools,Microsoft C,196,0.026
Manufacturing and Production,Lean Manufacturing,Lean Manufacturing,193,0.026
Manufacturing and Production,Manufacturing Processes,Manufacturing Processes,190,0.026
,,Bilingual,187,0.025
,,Energetic,185,0.025
Administration,General Administrative and Clerical Tasks,Mailing,184,0.025
Health Care,Medical Records,Medical Records,185,0.025
Human Resources,Employee Training,Employee Training,184,0.025
Information Technology,System Design and Implementation,System Design,188,0.025
Manufacturing and Production,Computer-Aided Manufacturing,Computer Numerical Control (CNC),188,0.025
Manufacturing and Production,Product Development,Product Development,187,0.025
Supply Chain and Logistics,Logistics,Logistics,188,0.025
,,People Management,175,0.024
Administration,Office Machines,Printers,175,0.024
Education and Training,Teaching,Lesson Planning,181,0.024
Education and Training,Teaching,Tutoring,177,0.024
Engineering,Industrial Engineering,Industrial Engineering,180,0.024
Health Care,Oncology,Cancer knowledge,179,0.024
Information Technology,Database Administration,Database Management,177,0.024
Information Technology,Microsoft Office and Productivity Tools,FrontPage,179,0.024
Information Technology,Microsoft Office and Productivity Tools,Word Processing,179,0.024
Information Technology,System Design and Implementation,Systems Analysis,179,0.024
Personal Care and Services,Child Care,Child Care,179,0.024
Sales,Business Development,Business Development,177,0.024
Sales,Prospecting and Qualification,Prospective Clients,175,0.024
Science and Research,Laboratory Research,Microscope,179,0.024
,,Decision Making,168,0.023
,,Written Communication,168,0.023
Administration,General Administrative and Clerical Tasks,Record Keeping,168,0.023
Analysis,Statistical Software,SPSS,172,0.023
Analysis,Statistics,Statistics,167,0.023
Health Care,Basic Patient Care,Patient Care,174,0.023
"Maintenance, Repair, and Installation",Plumbing,Plumbing,174,0.023
Personal Care and Services,Food and Beverage Service,Food Preparation,167,0.023
Sales,General Sales Practices,Sales Goals,170,0.023
Science and Research,Physics,Thermodynamics,170,0.023
Analysis,Data Analysis,Statistical Analysis,162,0.022
Architecture and Construction,Carpentry,Carpentry,164,0.022
Health Care,Medical Billing and Coding,Medical Coding,164,0.022
Industry Knowledge,Retail Industry Knowledge,Retail Industry Knowledge,162,0.022
Information Technology,General Networking,Network Engineering,160,0.022
Manufacturing and Production,Machine Tools,Machining,164,0.022
Manufacturing and Production,Materials Science,Materials Science,164,0.022
Sales,Sales Management,Sales Management,163,0.022
Science and Research,Biology,Microbiology,161,0.022
,,Critical Thinking,156,0.021
,,French,156,0.021
,,Listening,156,0.021
,,Meeting Deadlines,159,0.021
,,Predictive / Preventative Maintenance,158,0.021
Administration,General Administrative and Clerical Tasks,Copying,156,0.021
Administration,General Administrative and Clerical Tasks,Filing,153,0.021
Administration,General Administrative and Clerical Tasks,General Office Duties,159,0.021
Analysis,Machine Learning,Machine Learning,153,0.021
Business,Operations Management,5S Methodology,155,0.021
Business,Performance Management,Performance Appraisals,157,0.021
Design,User Interface and User Experience (UI/UX) Design,Graphical User Interface (GUI),156,0.021
Health Care,Radiology,X-Rays,156,0.021
Human Resources,Payroll,Payroll Processing,158,0.021
Information Technology,Integrated Development Environments (IDEs),Eclipse,152,0.021
Information Technology,Web Development,Active Server Pages (ASP),155,0.021
Media and Writing,Multimedia,Multimedia,153,0.021
Science and Research,Chemistry,Chemical Engineering,155,0.021
Science and Research,Genetics,DNA,156,0.021
Supply Chain and Logistics,General Shipping and Receiving,Shipping and Receiving,152,0.021
Supply Chain and Logistics,Supply Chain Management,Supply Chain Management,152,0.021
Administration,General Administrative and Clerical Tasks,Sorting,149,0.02
Analysis,Statistical Software,R,150,0.02
Business,Business Process and Analysis,Decision Support,148,0.02
Business,Project Management,Project Planning and Development Skills,145,0.02
Engineering,Drafting and Engineering Design,CATIA,151,0.02
Health Care,General Medicine,Physiology,149,0.02
Health Care,Rehabilitation,Rehabilitation,145,0.02
Information Technology,Version Control,Git,147,0.02
Information Technology,Web Development,Web Development,150,0.02
"Maintenance, Repair, and Installation",Electrical and Mechanical Labor,Calibration,149,0.02
Manufacturing and Production,Lean Manufacturing,Kaizen,150,0.02
Manufacturing and Production,Lean Manufacturing,Six Sigma Green Belt,146,0.02
Manufacturing and Production,Machinery,Machine Operation,146,0.02
Supply Chain and Logistics,Store Management,Store Management,150,0.02
,,Basic Internet Skills,144,0.019
Customer and Client Support,Cash Register Operation,Cash Handling,141,0.019
Design,Graphic and Visual Design,Graphic Design,144,0.019
Engineering,Drafting and Engineering Design,Engineering Design,139,0.019
Engineering,Drafting and Engineering Design,Engineering Design and Installation,143,0.019
Engineering,Signal Processing,Mathworks Simulink,141,0.019
Finance,Financial Analysis,Financial Analysis,138,0.019
Finance,Financial Reporting,Financial Reporting,141,0.019
Information Technology,Enterprise Resource Planning (ERP),Enterprise Resource Planning (ERP),142,0.019
Information Technology,Geographic Information System (GIS) Software,ArcGIS,142,0.019
Information Technology,Help Desk Support,Help Desk Support,141,0.019
Information Technology,Microsoft Development Tools,.NET,141,0.019
Information Technology,Programming Principles,Object-Oriented Analysis and Design (OOAD),140,0.019
Information Technology,Technical Support,Computer Installation and Setup,138,0.019
Science and Research,Chemistry,Biochemistry,139,0.019
,,Analytical Skills,131,0.018
Analysis,Business Intelligence,Decision Support Systems,137,0.018
Engineering,Drafting and Engineering Design,3D Printing / Additive Manufacturing (AM),137,0.018
Health Care,Surgery,Surgical Services,130,0.018
Information Technology,General Networking,Routers,130,0.018
Information Technology,SQL Databases and Programming,SQL Server,130,0.018
Information Technology,Systems Administration,System Administration,130,0.018
Information Technology,Technical Support,Software Installation,136,0.018
Legal,Law Enforcement and Criminal Justice,Criminal Justice,132,0.018
Marketing and Public Relations,Customer Relationship Management (CRM),Client Base Retention,135,0.018
Science and Research,Chemistry,Organic Chemistry,136,0.018
Analysis,Mathematics,Geometry,124,0.017
Business,Business Strategy,Business Planning,126,0.017
Business,People Management,Supervisory Skills,128,0.017
Business,Performance Management,Performance Analysis,123,0.017
Design,Graphic and Visual Design Software,Adobe Creative Suite,128,0.017
Design,User Interface and User Experience (UI/UX) Design,User Interface (UI) Design,124,0.017
Engineering,Drafting and Engineering Design,Mechanical Design,126,0.017
Engineering,Electrical and Computer Engineering,Microcontrollers,125,0.017
Engineering,Hardware Description Languages (HDL),Verilog,128,0.017
Finance,Financial Management,Financial Management,129,0.017
Finance,Financial Reporting,Financial Statements,128,0.017
Human Resources,Human Resource Management and Planning,Leadership Development,125,0.017
Information Technology,Microsoft Office and Productivity Tools,Microsoft Sharepoint,128,0.017
Information Technology,Software Development Principles,Software Architecture,123,0.017
Information Technology,System Design and Implementation,Hardware and Software Configuration,127,0.017
"Maintenance, Repair, and Installation",Basic Electrical Systems,Wiring,126,0.017
Marketing and Public Relations,Market Analysis,Market Research,126,0.017
Business,Business Process and Analysis,Business Process,118,0.016
Education and Training,Teaching,Student Evaluation,116,0.016
Education and Training,Training Programs,Training Programs,119,0.016
Engineering,Signal Processing,Digital Signal Processing (DSP),115,0.016
Health Care,Health Care Procedure and Regulation,Medical Office Experience,115,0.016
Human Resources,Human Resource Management and Planning,Human Resource Management,118,0.016
Industry Knowledge,Biologics Industry Knowledge,Biotechnology,116,0.016
Information Technology,Mainframe Technologies,COBOL,121,0.016
Information Technology,Network Configuration,Microsoft Active Directory,116,0.016
Information Technology,Network Configuration,System/Network Configuration,122,0.016
Information Technology,Network Configuration,Wide Area Network (WAN),117,0.016
Marketing and Public Relations,Social Media,Facebook,118,0.016
Sales,E-Commerce,E-Commerce,115,0.016
Science and Research,Genetics,Genetics,117,0.016
Science and Research,Molecular Biology,Electrophoresis,122,0.016
,,Global Positioning System (GPS),109,0.015
,,Positive Disposition,108,0.015
,,Self-Starter,110,0.015
,,Work Area Maintenance,109,0.015
Analysis,Data Mining,Data Mining,111,0.015
Business,Contract Management,Contract Preparation,110,0.015
Business,Operations Management,Sigma Software,112,0.015
Customer and Client Support,Basic Customer Service,Customer Accounts,110,0.015
Design,Industrial Design,Product Design,110,0.015
Education and Training,Training Programs,Training Materials,109,0.015
Finance,Cost Accounting,Cost Analysis,108,0.015
Information Technology,General Networking,Network Administration,112,0.015
Information Technology,Networking Hardware,Ethernet,110,0.015
"Maintenance, Repair, and Installation",HVAC,HVAC,112,0.015
Manufacturing and Production,Lean Manufacturing,Lean Six Sigma,108,0.015
Marketing and Public Relations,Marketing Strategy,Market Strategy,109,0.015
Sales,Retail Sales,Retail Sales,110,0.015
Science and Research,Molecular Biology,Molecular Biology,108,0.015
,,OS X,103,0.014
Administration,Office Management,Front Office,106,0.014
Analysis,Mathematical Modeling,Stochastic Processes,106,0.014
Architecture and Construction,Architectural Design,Revit,103,0.014
Architecture and Construction,Estimating,Estimating,107,0.014
Customer and Client Support,Cash Register Operation,Cash Register Operation,104,0.014
Engineering,Chemical Engineering,Biomedical Engineering,102,0.014
Engineering,Engineering Software,Abaqus,102,0.014
Engineering,Imaging,Image Processing,106,0.014
Finance,Billing and Invoicing,Invoicing,106,0.014
Health Care,General Medicine,Anatomy,104,0.014
Health Care,Pathology,Pathology,106,0.014
Health Care,Patient Physical Measurements,Vital Signs Measurement,102,0.014
Information Technology,Basic Computer Knowledge,Computer Hardware/Software Knowledge,107,0.014
Information Technology,Data Management,Data Acquisition,104,0.014
Information Technology,Mainframe Technologies,Mainframe,103,0.014
Information Technology,Microsoft Development Tools,Microsoft Visual C++,105,0.014
Information Technology,Operating Systems,Solaris,103,0.014
Information Technology,Technical Support,Network Hardware/Software Maintenance,103,0.014
"Maintenance, Repair, and Installation",Power Tools,Power Tools,104,0.014
Manufacturing and Production,Product Development,Prototyping,103,0.014
Science and Research,Genetics,Bioinformatics,101,0.014
Science and Research,Surveys,Surveys,106,0.014
Supply Chain and Logistics,Inventory Maintenance,Inventory Maintenance,103,0.014
,,German,95,0.013
,,Online Research,95,0.013
,,Verbal / Oral Communication,96,0.013
Customer and Client Support,Claims Processing,Claims Knowledge,95,0.013
Design,Graphic and Visual Design Software,Microsoft Publisher,97,0.013
Engineering,Electrical and Computer Engineering,Microprocessors,97,0.013
Engineering,Hardware Description Languages (HDL),VHSIC hardware description language (VHDL),96,0.013
Engineering,Mechanical Engineering,Fluid Mechanics,100,0.013
Engineering,Process Engineering,Process Control,100,0.013
Engineering,Process Engineering,Process Engineering,100,0.013
Environment,Environmental Work,Environmental Engineering,100,0.013
Finance,Auditing,Account Auditing,99,0.013
Human Resources,Compensation and Benefits,Workers' Compensation,95,0.013
Information Technology,Data Management,Data Management,100,0.013
Information Technology,Network Configuration,Network Troubleshooting,100,0.013
Information Technology,Productivity Software,Lotus Notes,96,0.013
Information Technology,Scripting,Shell Scripting,94,0.013
Information Technology,Systems Administration,Microsoft Exchange,96,0.013
Information Technology,Web Servers,Apache Webserver,99,0.013
"Maintenance, Repair, and Installation",Electrical and Mechanical Labor,Fiber Optics,99,0.013
"Maintenance, Repair, and Installation",Equipment Repair and Maintenance,Predictive / Preventative Maintenance,94,0.013
"Maintenance, Repair, and Installation",Hand Tools,Hand Tools,93,0.013
Manufacturing and Production,Brazing and Soldering,Soldering,97,0.013
Manufacturing and Production,Lean Manufacturing,Kanban,97,0.013
Manufacturing and Production,Machine Tools,Lathes,100,0.013
Media and Writing,Visual Design Production,Photography,93,0.013
Personal Care and Services,Food and Beverage Service,Bartending,97,0.013
Science and Research,Chemical Analysis,High-Performance Liquid Chromatography (HPLC),96,0.013
,,Arabic,92,0.012
Administration,Administrative Support,Travel Arrangements,92,0.012
Analysis,Mathematics,Algebra,88,0.012
Architecture and Construction,Construction Management,Renovation,91,0.012
Architecture and Construction,Estimating,Cost Estimation,86,0.012
Business,Property Management,Property Management,86,0.012
Design,Graphic and Visual Design Software,Adobe PageMaker,90,0.012
Design,User Interface and User Experience (UI/UX) Design,Macromedia,90,0.012
Education and Training,Teaching,Lecturer,89,0.012
Engineering,Automation Engineering,Arduino,86,0.012
Engineering,Drafting and Engineering Design,Pro/ENGINEER,86,0.012
Finance,Auditing,Internal Auditing,92,0.012
Finance,Financial Risk Management,Risk Management,88,0.012
Finance,General Accounting,Account Reconciliation,86,0.012
Finance,General Accounting,General Ledger,89,0.012
Health Care,Advanced Patient Care,Case Management,86,0.012
Health Care,Basic Living Activities Support,Home Health,92,0.012
Health Care,Health Information Management and Security,Health Insurance Portability and Accountability Act (HIPAA),87,0.012
Information Technology,Programming Principles,Debugging,88,0.012
Information Technology,System Design and Implementation,Systems Development,86,0.012
"Maintenance, Repair, and Installation",Equipment Operation,Equipment Operation,87,0.012
Manufacturing and Production,Manufacturing Standards,ISO 9001 Standards,86,0.012
,,Hindi,78,0.011
,,Oral Communication,85,0.011
Administration,Office Machines,Calculator,79,0.011
Analysis,Mathematics,Differential Equations,80,0.011
Architecture and Construction,Carpentry,Remodeling,81,0.011
Business,Business Management,Resource Management,85,0.011
Business,Business Process and Analysis,Process Design,81,0.011
Business,Key Performance Indicators,Key Performance Indicators (KPIs),80,0.011
Customer and Client Support,Basic Customer Service,Guest Services,84,0.011
Education and Training,Teaching,Faculty Training,80,0.011
Engineering,Drafting and Engineering Design,PTC Creo,79,0.011
Engineering,Electrical and Computer Engineering,Circuit Design,78,0.011
Engineering,Electronic Hardware,Embedded Systems,85,0.011
Engineering,Electronic Hardware,Siemens Nixdorf Hardware,81,0.011
Environment,Resource Management and Restoration,Natural Resources,84,0.011
Finance,Billing and Invoicing,Invoice Processing,78,0.011
Health Care,Basic Living Activities Support,Bathing,79,0.011
Health Care,Public Health and Disease Prevention,Public Health and Safety,85,0.011
Health Care,Social Work,Social Services,82,0.011
Human Resources,Employee Training,New Hire Orientation,81,0.011
Human Resources,Occupational Health and Safety,Ergonomics,81,0.011
Human Resources,Occupational Health and Safety,Safety Training,80,0.011
Information Technology,C and C++,C (Programming Language),80,0.011
Information Technology,JavaScript and jQuery,jQuery,79,0.011
Information Technology,Network Protocols,Domain Name System (DNS),79,0.011
Information Technology,Operating Systems,Bash,79,0.011
Information Technology,Operating Systems,NOVELL,84,0.011
Information Technology,Operating Systems,Windows Server,80,0.011
Information Technology,Technical Support,Hardware Troubleshooting,85,0.011
Information Technology,Technical Support,It Support,78,0.011
Information Technology,Web Servers,Client/Server,82,0.011
"Maintenance, Repair, and Installation",Equipment Repair and Maintenance,Test Equipment,79,0.011
"Maintenance, Repair, and Installation",Schematic Diagrams,Schematic Diagrams,79,0.011
Media and Writing,Writing,Proofreading,85,0.011
Sales,Company Product and Service Knowledge,Product Knowledge,83,0.011
Science and Research,Chemical Analysis,Chromatography,85,0.011
Science and Research,Molecular Biology,Gel Electrophoresis,80,0.011
Science and Research,Research Methodology,Experimental Design,82,0.011
Supply Chain and Logistics,Supplier Relationship Management,Vendor Relations,80,0.011
,,Creative Problem Solving,74,0.01
,,Preparing Reports,77,0.01
Administration,Administrative Support,Expense Reports,71,0.01
Administration,General Administrative and Clerical Tasks,Mail Sorting,72,0.01
Analysis,Data Visualization,Tableau,71,0.01
Analysis,Machine Learning,Computer Vision,77,0.01
Analysis,Machine Learning,Neural Networks,71,0.01
Analysis,Mathematical Modeling,Mathematical Modeling,75,0.01
Analysis,Mathematical Software,COMSOL,71,0.01
Architecture and Construction,Roofing,Roofing,73,0.01
Business,Business Process and Analysis,Business Analysis,77,0.01
Customer and Client Support,Basic Customer Service,Refunds Exchanges and Adjustments,74,0.01
Design,Digital Design,Digital Design,74,0.01
Engineering,Drafting and Engineering Design,3D Modeling / Design,72,0.01
Environment,Environmental Work,Environmental Science,76,0.01
Environment,Water Testing and Treatment,Water Quality,71,0.01
Finance,Billing and Invoicing,Billing Inquiries,72,0.01
Health Care,Endocrinology,Diabetes Diagnosis / Treatment,74,0.01
Health Care,General Medicine,Treatment Planning,74,0.01
Health Care,Mental and Behavioral Health Specialties,Mental Health,76,0.01
Health Care,Nutrition and Diet,Food Science,72,0.01
Human Resources,Employee Relations,Employee Relations,71,0.01
Industry Knowledge,Asset Management Industry Knowledge,Asset Management Industry Knowledge,72,0.01
Information Technology,Artificial Intelligence,Artificial Intelligence,72,0.01
Information Technology,Assembly Languages,Assembly (Programming Language),74,0.01
Information Technology,Cybersecurity,Network Security,73,0.01
Information Technology,Database Administration,Database Design,75,0.01
Information Technology,Networking Hardware,Modems,71,0.01
Information Technology,Operating Systems,Ubuntu,76,0.01
Information Technology,Technical Support,Troubleshooting Technical Issues,73,0.01
Information Technology,Telecommunications,Voice over IP (VoIP),75,0.01
Information Technology,Virtual Machines (VM),VMware,77,0.01
"Maintenance, Repair, and Installation",Basic Electrical Systems,Electrical Work,76,0.01
"Maintenance, Repair, and Installation",Equipment Repair and Maintenance,Broadband,75,0.01
"Maintenance, Repair, and Installation",Equipment Repair and Maintenance,Equipment Maintenance,75,0.01
"Maintenance, Repair, and Installation",Equipment Repair and Maintenance,Oscilloscopes,75,0.01
Manufacturing and Production,Manufacturing Standards,Design of experiments (DOE),74,0.01
Media and Writing,Writing,Grant Writing,76,0.01
Media and Writing,Writing,Proposal Writing,77,0.01
Personal Care and Services,Housekeeping,Laundry,77,0.01
Public Safety and National Security,Surveillance,Surveillance,76,0.01
,,Eudora,68,0.009
Administration,General Administrative and Clerical Tasks,Clerical Duties,68,0.009
Administration,Office Machines,Multi-Line Telephones,70,0.009
Administration,Office Management,Office Administration,63,0.009
Architecture and Construction,Carpentry,Framing,63,0.009
Business,Business Communications,Digital Communications,69,0.009
Business,Business Management,Change Management,69,0.009
Business,Business Process and Analysis,Business Operations,66,0.009
Business,Business Process and Analysis,Root Cause Analysis,69,0.009
Business,Business Strategy,International Business,68,0.009
Business,Contract Management,Contract Review,67,0.009
Business,Operations Management,Production Management,65,0.009
Business,Performance Management,Performance Management,66,0.009
Business,Technical Assistance,Technical Assistance,70,0.009
Design,Art and Illustration,Fine Arts,64,0.009
Design,Presentation Design,Prepare Presentations,70,0.009
Education and Training,Education Administration,Special Education,68,0.009
Education and Training,Training Programs,Technical Training,69,0.009
Engineering,Drafting and Engineering Design,Unigraphics,66,0.009
Engineering,Electrical and Computer Engineering,Field-Programmable Gate Arrays (FPGA),65,0.009
Engineering,Engineering Software,Mathcad,66,0.009
Finance,Accounting and Finance Software,Accounting Systems,65,0.009
Finance,Cash Management,Cash Deposits and Receipts,69,0.009
Health Care,Animal Health and Veterinary Medicine,Veterinary Medicine,65,0.009
Health Care,Blood Collection,Injections,68,0.009
Health Care,Cardiology,Electrocardiogram (EKG / ECG),63,0.009
Health Care,First Aid,Wound Care/ Treatment,65,0.009
Health Care,Radiology,Radiology,67,0.009
Human Resources,Employee Training,Management Training,64,0.009
Industry Knowledge,Broadcasting Industry Knowledge,Broadcast Industry Knowledge,64,0.009
Information Technology,Cybersecurity,Cryptography,63,0.009
Information Technology,Cybersecurity,Information Security,65,0.009
Information Technology,Enterprise Resource Planning (ERP),Peoplesoft,70,0.009
Information Technology,Networking Hardware,Cisco Switching,66,0.009
Information Technology,Scripting,UNIX Shell,66,0.009
Information Technology,Scripting,VBScript,69,0.009
Information Technology,Software Development Tools,GitHub,65,0.009
Information Technology,SQL Databases and Programming,Microsoft SQL,63,0.009
Information Technology,Web Development,ASP.NET,67,0.009
Information Technology,Web Development,HyperText Markup Language,65,0.009
Legal,Regulation and Law Compliance,Legal Compliance,67,0.009
"Maintenance, Repair, and Installation",Basic Electrical Systems,Actuators,70,0.009
Marketing and Public Relations,Marketing Management,Marketing Materials,69,0.009
Personal Care and Services,Food and Beverage Service,Food Safety,67,0.009
Personal Care and Services,Housekeeping,Housekeeping,67,0.009
Sales,Account Management,Account Management,69,0.009
,,Corel Office,57,0.008
Analysis,Mathematical Modeling,Linear Algebra,59,0.008
Architecture and Construction,Construction Management,Construction Management,58,0.008
Architecture and Construction,Construction Management,Prolog,56,0.008
Architecture and Construction,Drywall,Drywall,61,0.008
Business,Contract Management,Contract Management,62,0.008
Business,People Management,Staff Development,59,0.008
Customer and Client Support,Basic Customer Service,Processing Item Returns,61,0.008
Design,User Interface and User Experience (UI/UX) Design,Human Computer Interaction,59,0.008
Education and Training,Teaching,Human Development,62,0.008
Engineering,Automotive Technologies,Electric Vehicle,62,0.008
Engineering,Circuitry,Very Large Scale Integration (VLSI),60,0.008
Engineering,Electrical and Computer Engineering,Electronics Design and Engineering,62,0.008
Finance,Accounts Payable and Receivable,Accounts Payable / Accounts Receivable,57,0.008
Finance,Billing and Invoicing,Billing Systems,56,0.008
Finance,Cash Management,Cash Management,59,0.008
Finance,Corporate Accounting,Corporate Finance,61,0.008
Finance,Costing,Costing,56,0.008
Finance,Financial Accounting,Financial Accounting,60,0.008
Finance,Financial Reporting,Balance Sheet,59,0.008
Finance,Tax,Tax Returns,61,0.008
Health Care,Basic Living Activities Support,Assisted Living,59,0.008
Health Care,Basic Living Activities Support,Caregiving,62,0.008
Health Care,Basic Living Activities Support,Patient Bathing,60,0.008
Health Care,Basic Patient Care,Medical Assistance,56,0.008
Health Care,Medical Billing and Coding,International Classification of Diseases (ICD),57,0.008
Health Care,Medical Support,Medication Administration,59,0.008
Health Care,Medical Support,Nursing Home,57,0.008
Health Care,Physical Therapy,Physical Therapy,57,0.008
Health Care,Routine Examination Tests and Procedures,Lab Reports,56,0.008
Human Resources,Employee Training,Onboarding,58,0.008
Industry Knowledge,Electronics Industry Knowledge,Electronics Industry Knowledge,58,0.008
Industry Knowledge,Industrial Engineering Industry Knowledge,Industrial Operations Industry Knowledge,58,0.008
Information Technology,Advanced Microsoft Excel,Pivot Tables,60,0.008
Information Technology,Big Data,Big Data,56,0.008
Information Technology,Database Administration,Relational Databases,61,0.008
Information Technology,Geographic Information System (GIS) Software,Geographic Information System (GIS),58,0.008
Information Technology,Integrated Development Environments (IDEs),Integrated Development Environment (IDE),56,0.008
Information Technology,Management Information System (MIS),Management Information System (MIS),59,0.008
Information Technology,Software Development Principles,Scrum,57,0.008
Information Technology,Version Control,Version Control,57,0.008
Information Technology,Web Development,HTML5,62,0.008
Information Technology,Web Development,Web Application Development,60,0.008
Information Technology,Web Servers,Web Servers,58,0.008
Legal,Litigation,Legal Documentation,59,0.008
"Maintenance, Repair, and Installation",Equipment Repair and Maintenance,Hydraulics,56,0.008
Media and Writing,Journalism,Journalism,61,0.008
Sales,General Sales Practices,Description and Demonstration of Products,62,0.008
Sales,Insurance Sales,Insurance Sales,61,0.008
Sales,Outside Sales,Outside Sales,61,0.008
Science and Research,Cellular Biology,Cell Culturing,58,0.008
Science and Research,Chemical Analysis,Analytical Chemistry,62,0.008
Science and Research,Chemical Analysis,UV-Vis,60,0.008
Science and Research,Laboratory Research,Laboratory Testing,57,0.008
Supply Chain and Logistics,General Shipping and Receiving,Bill of Materials,58,0.008
Supply Chain and Logistics,Inventory Management,Inventory System,60,0.008
Supply Chain and Logistics,Procurement,Request for Proposal (RFP),59,0.008
,,Cation,49,0.007
,,Commissioning,53,0.007
,,Escherichia Coli (E.Coli),50,0.007
,,Korean,55,0.007
,,Persuasion,52,0.007
,,Ventilation,49,0.007
Administration,General Administrative and Clerical Tasks,Taking Messages,53,0.007
Administration,Office Machines,Phone Systems,52,0.007
Administration,Office Management,Office Supply Ordering,54,0.007
"Agriculture, Horticulture, and the Outdoors",Landscaping and Yard Care,Lawn Care,50,0.007
Analysis,Mathematical Modeling,Regression Analysis,50,0.007
Analysis,Mathematics,Linear Programming,53,0.007
Analysis,Mathematics,Numerical analysis,55,0.007
Analysis,Statistics,Statistical Process Control (SPC),51,0.007
Architecture and Construction,Construction Management,Design and Construction,49,0.007
Business,Optimization,Performance Analytics,49,0.007
Business,People Management,Team Management,53,0.007
Business,Product Management,Product Management,53,0.007
Customer and Client Support,Advanced Customer Service,Customer Complaint Resolution,50,0.007
Customer and Client Support,Advanced Customer Service,Needs Assessment,55,0.007
Design,Graphic and Visual Design Software,Adobe Premiere,51,0.007
Energy and Utilities,Power Generation,Fuel Cell,54,0.007
Engineering,Engineering Management,Engineering Management,55,0.007
Engineering,Mechanical Engineering,Computational Fluid Dynamics,53,0.007
Environment,Hazardous Waste Management,Hazardous Waste,49,0.007
Finance,Accounting and Finance Software,Accounting Software,55,0.007
Finance,Accounting and Finance Software,Quicken,49,0.007
Finance,Financial Risk Management,Risk and Mitigation Analysis,55,0.007
Finance,Financial Trading,Derivatives,51,0.007
Finance,General Accounting,Bank Reconciliation,54,0.007
Finance,Investment Management,Securities,55,0.007
Health Care,Basic Patient Care,Patient Assistance,49,0.007
Health Care,Blood Collection,Phlebotomy,49,0.007
Health Care,General Medical Tests and Procedures,Medical Triage,54,0.007
Health Care,General Medicine,Medical Terminology,54,0.007
Health Care,Medical Billing and Coding,Medical Billing,52,0.007
Health Care,Patient Education and Support,Patient/Family Education and Instruction,49,0.007
Health Care,Pediatrics,Pediatrics,50,0.007
Industry Knowledge,Computer and Information Technology Industry Knowledge,Information Technology Industry Knowledge,49,0.007
Information Technology,Advanced Microsoft Excel,Macros,53,0.007
Information Technology,Cloud Solutions,Citrix,51,0.007
Information Technology,Database Administration,Database Administration,55,0.007
Information Technology,Integrated Development Environments (IDEs),Delphi,52,0.007
Information Technology,Network Configuration,Local Area Network (LAN),50,0.007
Information Technology,Network Configuration,Virtual Private Networking (VPN),55,0.007
Information Technology,Operating Systems,Red Hat Linux,49,0.007
Information Technology,Programming Principles,Unified Modeling Language (UML),51,0.007
Information Technology,Project Management Software,Primavera,49,0.007
Information Technology,System Design and Implementation,Clustering,49,0.007
Information Technology,Technical Support,PC Support,49,0.007
Legal,Litigation,Mediation,53,0.007
Legal,Regulation and Law Compliance,Business Law,53,0.007
"Maintenance, Repair, and Installation",Basic Electrical Systems,Electrical Systems,52,0.007
"Maintenance, Repair, and Installation",Basic Electrical Systems,Transformers,52,0.007
"Maintenance, Repair, and Installation",Electrical and Mechanical Labor,Cabling,55,0.007
Manufacturing and Production,Computer-Aided Manufacturing,Programmable Logic Controller (PLC) Programming,50,0.007
Manufacturing and Production,Machine Tools,Grinders,53,0.007
Manufacturing and Production,Manufacturing Processes,Extrusion,49,0.007
Manufacturing and Production,Materials Science,Biomaterials,52,0.007
Manufacturing and Production,Product Inspection,Failure Analysis,53,0.007
Marketing and Public Relations,Customer Relationship Management (CRM),Salesforce,50,0.007
Marketing and Public Relations,Marketing Management,Market Planning,52,0.007
Marketing and Public Relations,Promotional Materials,Promotional Materials,53,0.007
Marketing and Public Relations,Public Relations,Public Relations,53,0.007
Marketing and Public Relations,Public Relations,Publicity,55,0.007
Media and Writing,Writing,Preparing Proposals,51,0.007
Sales,General Sales Practices,Sales Reporting,52,0.007
Sales,Inside Sales,Inside Sales,49,0.007
Science and Research,Genetics,Genome,50,0.007
Science and Research,Molecular Biology,Proteins,53,0.007
Supply Chain and Logistics,General Shipping and Receiving,Shipping,51,0.007
Supply Chain and Logistics,Retail Store Operations,Store Operations,55,0.007
Supply Chain and Logistics,Supply Chain Planning,Manufacturing Resource Planning (MRP),53,0.007
,,Italian,48,0.006
,,Leadership Training,43,0.006
,,Microsoft Power BI,41,0.006
,,Russian,42,0.006
,,Statistical Reporting,42,0.006
,,Tamil,43,0.006
,,UNIX Platforms,46,0.006
Administration,General Administrative and Clerical Tasks,File Management,48,0.006
Analysis,Data Visualization,Data Visualization,45,0.006
Analysis,Statistics,Statistical Methods,44,0.006
Architecture and Construction,General Architecture,Interior Design,41,0.006
Business,Business Consulting,Management Consulting,43,0.006
Business,Business Solutions,Outsourcing,45,0.006
Business,Contract Management,Service Level Agreement,41,0.006
Business,Operations Management,Feasibility Studies,43,0.006
Business,People Management,Personnel Management,43,0.006
Customer and Client Support,Basic Customer Service,Point of Sale System,48,0.006
Design,Animation and Game Design,OpenGL,47,0.006
Design,Graphic and Visual Design Software,Desktop Publishing,47,0.006
Design,Graphic and Visual Design Software,Final Cut Pro,44,0.006
Design,Graphic and Visual Design Software,Poster Design,47,0.006
Design,Graphic and Visual Design Software,QuarkXPress,41,0.006
Design,Graphic and Visual Design Software,SketchUp,41,0.006
Design,User Interface and User Experience (UI/UX) Design,Adobe Flash,46,0.006
"Economics, Policy, and Social Studies",Economic Development,Economic Development,41,0.006
"Economics, Policy, and Social Studies",Social Studies,Social Studies,41,0.006
Education and Training,Program Management,Program Development,47,0.006
Education and Training,Program Management,Program Management,44,0.006
Energy and Utilities,Energy Solutions,Energy Systems,45,0.006
Engineering,Circuitry,Circuit Analysis,44,0.006
Engineering,Circuitry,Complementary Metal Oxide Semiconductor (CMOS),41,0.006
Engineering,Circuitry,SPICE,47,0.006
Engineering,Civil and Architectural Engineering,Stress Analysis,48,0.006
Engineering,Civil and Architectural Engineering,Structural Design,43,0.006
Engineering,Civil and Architectural Engineering,Structural Failure Analysis,48,0.006
Engineering,Drafting and Engineering Design,CADD,42,0.006
Engineering,Drafting and Engineering Design,Civil 3D,48,0.006
Engineering,Drafting and Engineering Design,Microstation,41,0.006
Engineering,Engineering Practices,Geometric Dimensioning and Tolerancing (GD&T),48,0.006
Engineering,Engineering Software,Data Acquisition Systems,44,0.006
Engineering,Imaging,Remote Sensing,43,0.006
Engineering,Industrial Engineering,Manufacturing Engineering,45,0.006
Engineering,Mechanical Engineering,Mechatronics,45,0.006
Environment,Environmental Regulations,Environmental Regulations,46,0.006
Environment,Hazardous Waste Management,HAZMAT,43,0.006
Environment,Water Testing and Treatment,Water Treatment,48,0.006
Finance,Accounting and Finance Software,Peachtree Accounting Software,44,0.006
Finance,Accounts Payable and Receivable,Payables,48,0.006
Finance,Billing and Invoicing,Billing,43,0.006
Finance,Budget Management,Budget Management,48,0.006
Finance,Cost Accounting,Cost Accounting,48,0.006
Health Care,Anesthesiology,Anesthesiology,45,0.006
Health Care,Basic Living Activities Support,Activities of Daily Living (ADLS),48,0.006
Health Care,Basic Living Activities Support,ADLs Assistance,48,0.006
Health Care,Basic Living Activities Support,Home Care,43,0.006
Health Care,Blood Collection,Venipuncture,43,0.006
Health Care,Emergency and Intensive Care,Trauma,47,0.006
Health Care,General Medicine,Primary Care,43,0.006
Health Care,Infectious Diseases,Vaccines,46,0.006
Health Care,Mental Health Therapies,Crisis Intervention,43,0.006
Health Care,Oncology,Oncology,41,0.006
Health Care,Public Health and Disease Prevention,Health Education,41,0.006
Human Resources,Human Resource Management Systems,Human Resource Information System (HRIS),41,0.006
Human Resources,Occupational Health and Safety,Environmental Health and Safety,47,0.006
Human Resources,Occupational Health and Safety,Material Safety Data Sheets (MSDS),41,0.006
Information Technology,Big Data,Apache Hadoop,44,0.006
Information Technology,Cybersecurity,Authentication,41,0.006
Information Technology,Data Warehousing,dBASE,42,0.006
Information Technology,General Networking,Network Support,46,0.006
Information Technology,IT Management,ITIL,47,0.006
Information Technology,Java,Java Server Pages (JSP),44,0.006
Information Technology,Java,NetBeans,43,0.006
Information Technology,JavaScript and jQuery,AJAX,48,0.006
Information Technology,Network Configuration,Network Testing,46,0.006
Information Technology,Network Protocols,Dynamic Host Configuration Protocol (DHCP),45,0.006
Information Technology,Other Programming Languages,LISP,46,0.006
Information Technology,Scripting,Tool Command Language (TCL),42,0.006
Information Technology,Software Quality Assurance,Unit Testing,41,0.006
Information Technology,SQL Databases and Programming,Oracle PL/SQL,48,0.006
Information Technology,System Design and Implementation,Disaster Recovery Planning,46,0.006
Information Technology,System Design and Implementation,Systems Integration,44,0.006
Legal,Litigation,Legal Document Composition,47,0.006
"Maintenance, Repair, and Installation",HVAC,Heat Exchange,45,0.006
Manufacturing and Production,Computer-Aided Manufacturing,CAD / CAM (Computer-Aided Design / Manufacturing),45,0.006
Manufacturing and Production,Lean Manufacturing,Just-In-Time,41,0.006
Manufacturing and Production,Manufacturing Standards,Failure Mode and Effects Analysis (FMEA),48,0.006
Manufacturing and Production,Materials Process,Materials Selection,41,0.006
Manufacturing and Production,Materials Science,Materials Engineering,42,0.006
Manufacturing and Production,Materials Science,Metallurgy,45,0.006
Marketing and Public Relations,Market Analysis,Focus groups,48,0.006
Marketing and Public Relations,Market Analysis,Market Analysis,45,0.006
Media and Writing,Content Development and Management,Content Management,45,0.006
Media and Writing,Visual Design Production,Video Editing,46,0.006
Personal Care and Services,Food and Beverage Service,Food Microbiology,42,0.006
Personal Care and Services,Food and Beverage Service,Hazard Analysis Critical Control Point (HACCP),44,0.006
Sales,General Sales,Cold Calling,48,0.006
Sales,General Sales Practices,Sales Calls,46,0.006
Sales,General Sales Practices,Upselling Products and Services,42,0.006
Science and Research,Cellular Biology,Biomechanics,45,0.006
Science and Research,Cellular Biology,Immunology,47,0.006
Science and Research,Chemical Analysis,Fluorescence,46,0.006
Science and Research,Chemical Analysis,Mass Spectrometry,41,0.006
Science and Research,Molecular Biology,Western Blot,46,0.006
Science and Research,Research Methodology,Computational Modeling,45,0.006
Supply Chain and Logistics,Facility Management and Maintenance,Facility Management,46,0.006
Supply Chain and Logistics,Material Handling,Hoisting Equipment,45,0.006
,,CADKEY,40,0.005
,,Educational Programs,39,0.005
,,Finance,37,0.005
,,Floor Plans,36,0.005
,,IRIX,34,0.005
,,Nastran / Patran,38,0.005
,,Regression Algorithms,35,0.005
,,Supervised Learning (Machine Learning),35,0.005
,,Sustainable Energy,35,0.005
Administration,Dictation,Dictation,36,0.005
Administration,Dictation,Transcription,34,0.005
Analysis,Data Science,Predictive Models,35,0.005
Analysis,Machine Learning,OpenCV,38,0.005
Analysis,Mathematical Modeling,Quantitative Analysis,40,0.005
Analysis,Statistical Software,STATA,39,0.005
Analysis,Statistics,Linear Regression,34,0.005
Architecture and Construction,Masonry,Masonry,39,0.005
Business,Business Management,Policy Implementation,35,0.005
Business,Business Management,Restaurant Management,40,0.005
Business,Business Strategy,Benchmarking,37,0.005
Business,Contract Management,Contract Administration,37,0.005
Business,Order Management,Order Correction,38,0.005
Business,Quality Assurance and Control,SQC Charts,37,0.005
Customer and Client Support,Advanced Customer Service,Client Needs Assessment,36,0.005
Design,Art and Illustration,Art History,35,0.005
Design,Graphic and Visual Design,Sketching,34,0.005
Design,Graphic and Visual Design Software,Design Software,34,0.005
Design,Industrial Design,Industrial Design,34,0.005
Design,User Interface and User Experience (UI/UX) Design,Human Machine Interface (HMI),34,0.005
"Economics, Policy, and Social Studies",Economics,Econometrics,39,0.005
"Economics, Policy, and Social Studies",Policy Analysis,Public administration,35,0.005
Education and Training,Education Administration,Student Placement,36,0.005
Education and Training,Program Management,Policy Development,38,0.005
Energy and Utilities,Clean Energy,Biomass,34,0.005
Energy and Utilities,Clean Energy,Renewable Energy,39,0.005
Energy and Utilities,Natural Gas,Natural Gas,39,0.005
Energy and Utilities,Solar Energy,Solar Energy,34,0.005
Engineering,Aerospace Engineering,Aerodynamics,37,0.005
Engineering,Automotive Technologies,Vehicle Design,36,0.005
Engineering,Circuitry,Xilinx,40,0.005
Engineering,Civil and Architectural Engineering,Land Development,35,0.005
Engineering,Engineering Software,STAAD,35,0.005
Engineering,Mechanical Engineering,NASTRAN,38,0.005
Engineering,Robotics,Robot Operating System (ROS),38,0.005
Environment,Waste Management,Waste reduction,39,0.005
Environment,Water Testing and Treatment,Wastewater Treatment,34,0.005
Finance,Auditing,Audit Planning,34,0.005
Finance,Banking Services,Bank Deposits,35,0.005
Finance,Billing and Invoicing,Invoice Preparation,38,0.005
Finance,Tax,Tax Preparation,34,0.005
Finance,Underwriting,Insurance Underwriting,36,0.005
Health Care,Advanced Patient Care,Care Planning,35,0.005
Health Care,Advanced Patient Care,Hospice,40,0.005
Health Care,Advanced Patient Care,Patient Treatment,34,0.005
Health Care,Basic Living Activities Support,Running Errands,37,0.005
Health Care,Cardiology,Telemetry,35,0.005
Health Care,Dental Care,ASPEN,38,0.005
Health Care,Emergency and Intensive Care,Advanced Cardiac Life Support (ACLS),39,0.005
Health Care,Health Information Management and Security,Hipaa Compliance,35,0.005
Health Care,Infectious Diseases,Infectious Disease,39,0.005
Health Care,Medical Records,Electronic Medical Records,37,0.005
Health Care,Medical Records,Medical Records Filing,34,0.005
Health Care,Medical Records,Medical Records Maintenance,40,0.005
Health Care,Medical Support,Infection Control,35,0.005
Health Care,Medical Support,Long-Term Care,36,0.005
Health Care,Mental Health Diseases and Disorders,Autism Diagnosis / Treatment / Care,39,0.005
Health Care,Routine Examination Tests and Procedures,Aseptic Technique,39,0.005
Industry Knowledge,Hospitality and Leisure Industry Knowledge,Hospitality Industry Knowledge,38,0.005
Information Technology,Augumented Reality / Virtual Reality (AR / VR),Virtual Reality (VR),36,0.005
Information Technology,Cache (computing),Caching,34,0.005
Information Technology,Computer Hardware,Hard Drives,39,0.005
Information Technology,Database Administration,Relational DataBase Management System (RDBMS),38,0.005
Information Technology,Extensible Languages,XHTML,37,0.005
Information Technology,General Networking,Computer Networking,40,0.005
Information Technology,JavaScript and jQuery,JavaScript Object Notation (JSON),35,0.005
Information Technology,Networking Hardware,Cisco Routers,35,0.005
Information Technology,Software Development Principles,Application Design,39,0.005
Information Technology,Software Quality Assurance,Software Testing,39,0.005
Information Technology,System Design and Implementation,System Architecture,34,0.005
Information Technology,System Design and Implementation,Systems Development Life Cycle (SDLC),35,0.005
Information Technology,Systems Administration,AS/400,38,0.005
Information Technology,Systems Administration,Red Hat Linux Administration,38,0.005
Information Technology,Technical Support,Computer Repair,38,0.005
Information Technology,Telecommunications,Internet Service Provider (ISP),37,0.005
Information Technology,Virtual Machines (VM),Virtualization,37,0.005
Information Technology,Web Design,Content Management Systems (CMS),35,0.005
Information Technology,Web Development,Internet Technologies,39,0.005
Information Technology,Web Development,Ruby on Rails,34,0.005
Information Technology,Web Development,Website Management,36,0.005
Information Technology,Web Servers,Apache Tomcat,37,0.005
Legal,Intellectual Property,Intellectual Property,39,0.005
Legal,Labor Compliance,Family Medical Leave Act (FMLA),40,0.005
Legal,Law Enforcement and Criminal Justice,Notary Public,37,0.005
Legal,Litigation,Litigation,36,0.005
"Maintenance, Repair, and Installation",Electrical and Mechanical Labor,AC/DC Drives and Motors,36,0.005
"Maintenance, Repair, and Installation",Hand Tools,Micrometers,34,0.005
Manufacturing and Production,Lean Manufacturing,Six Sigma Black Belt,34,0.005
Manufacturing and Production,Machine Tools,Calipers,34,0.005
Manufacturing and Production,Manufacturing Processes,Good Manufacturing Practices (GMP),36,0.005
Manufacturing and Production,Manufacturing Standards,ISO 9000,38,0.005
Manufacturing and Production,Product Development,Rapid Prototyping,36,0.005
Manufacturing and Production,Welding,Mig and Tig Welding,36,0.005
Marketing and Public Relations,Marketing Management,Marketing Management,35,0.005
Marketing and Public Relations,Marketing Strategy,Marketing Strategy Development,40,0.005
Marketing and Public Relations,Public Relations,Press Releases,35,0.005
Marketing and Public Relations,Social Media,Instagram,35,0.005
Marketing and Public Relations,Social Media,Social Networking,40,0.005
Media and Writing,Writing,Proofing,37,0.005
Media and Writing,Writing,Report Writing,34,0.005
Personal Care and Services,Food and Beverage Service,Meal Preparation,36,0.005
Sales,General Sales,Negotiation Skills,34,0.005
Sales,Retail Sales,Retail Management,37,0.005
Sales,Telemarketing,Telemarketing,36,0.005
Science and Research,Biology,Entomology,38,0.005
Science and Research,Chemical Analysis,Enzyme-Linked Immunosorbent Assay (ELISA),40,0.005
Science and Research,Chemical Analysis,Gas Chromatography,40,0.005
Science and Research,Chemical Analysis,Ultraviolet-Visible Spectroscopy,36,0.005
Science and Research,Genetics,DNA Extraction,40,0.005
Science and Research,Genetics,Gene Expression,39,0.005
Science and Research,Laboratory Research,Laboratory Equipment,38,0.005
Science and Research,Neuroscience,Neuroscience,35,0.005
Supply Chain and Logistics,Supply Chain Management,Material Flow Management,40,0.005
Supply Chain and Logistics,Supply Chain Management,Supply Chain Knowledge,36,0.005
Supply Chain and Logistics,Supply Chain Planning,Material Requirement Planning (MRP),39,0.005
Supply Chain and Logistics,Transportation Operations Management,Transportation Systems,37,0.005
,,Autonomous Systems,26,0.004
,,Bootstrapping,29,0.004
,,Catalysis,28,0.004
,,Classification Algorithms,26,0.004
,,DEC VAX,28,0.004
,,Deformation,30,0.004
,,Fracture Mechanics,28,0.004
,,IBM OS/2,31,0.004
,,Japanese,26,0.004
,,Macromedia Lingo,33,0.004
,,Microsoft Visual C,28,0.004
,,Microsoft Works,28,0.004
,,MS DOS,26,0.004
,,Network Management Center (NMC),32,0.004
,,Network Switches,29,0.004
,,Physical Abilities,30,0.004
,,Poetry,31,0.004
,,Quattro Pro,29,0.004
,,System Operation,32,0.004
,,X Windows,27,0.004
Administration,General Administrative and Clerical Tasks,Note Taking,27,0.004
Administration,Office Management,Office Equipment,33,0.004
Administration,Office Management,Office Skills,30,0.004
"Agriculture, Horticulture, and the Outdoors",Landscaping and Yard Care,Snow Removal,28,0.004
Analysis,Business Intelligence Software,Crystal Reports,31,0.004
Analysis,Data Analysis,Big Data Analytics,27,0.004
Analysis,Data Science,Data Science,32,0.004
Analysis,Data Science,Pattern Recognition,28,0.004
Analysis,Machine Learning,Support Vector Machines (SVM),29,0.004
Analysis,Mathematical Software,Cplex,31,0.004
Analysis,Mathematical Software,Octave,27,0.004
Analysis,Mathematics,trigonometry,26,0.004
Analysis,Statistics,Logistic Regression,30,0.004
Architecture and Construction,Construction Management,Demolition,33,0.004
Architecture and Construction,Insulation,Insulation,30,0.004
Business,Business Consulting,Business Consulting,31,0.004
Business,Business Process and Analysis,Procedure Development,27,0.004
Business,Business Process and Analysis,Progress Reports,31,0.004
Business,Business Process and Analysis,Total Quality Management,31,0.004
Business,Business Solutions,Business Solutions,33,0.004
Business,Business Strategy,Business Acumen,26,0.004
Business,Business Strategy,Business Strategy,32,0.004
Business,Business Strategy,Reengineering,30,0.004
Business,Business Strategy,Strategic Management,31,0.004
Business,Contract Management,Contract Negotiation,32,0.004
Business,Due Diligence,Due Diligence,32,0.004
Business,Order Management,Expediting Orders,32,0.004
Business,Order Management,Order Entry,31,0.004
Business,Project Management,Stakeholder Management,31,0.004
Business,Quality Assurance and Control,QC Processes,27,0.004
Customer and Client Support,Payment Processing and Collection,Payment Processing,29,0.004
Design,Graphic and Visual Design Software,3D Studio Max,26,0.004
Design,Graphic and Visual Design Software,Adobe Aftereffects,26,0.004
Design,Graphic and Visual Design Software,Adobe Freehand,32,0.004
Design,Graphic and Visual Design Software,CorelDRAW,33,0.004
Design,Graphic and Visual Design Software,Paint Shop Pro,26,0.004
Design,User Interface and User Experience (UI/UX) Design,Macromedia Fireworks,33,0.004
Education and Training,Child Development,Child Development,31,0.004
Education and Training,Childhood Education and Development,Elementary Education,29,0.004
Education and Training,Education Administration,Adult Education,26,0.004
Education and Training,Higher Education,Academic Advisement,33,0.004
Education and Training,Instructional and Curriculum Design,Curriculum Development,32,0.004
Education and Training,Instructional and Curriculum Design,Instructional Design,26,0.004
Energy and Utilities,Energy Efficiency,Energy Efficiency,32,0.004
Energy and Utilities,Power Generation,Power Generation,27,0.004
Energy and Utilities,Wind Energy,Wind Power,29,0.004
Energy and Utilities,Wind Energy,Wind Turbines,29,0.004
Engineering,Automotive Technologies,Hybrid Vehicle,26,0.004
Engineering,Automotive Technologies,Vehicle Systems,30,0.004
Engineering,Circuitry,Electronic Circuits,30,0.004
Engineering,Civil and Architectural Engineering,Transportation Engineering,31,0.004
Engineering,Drafting and Engineering Design,SolidEdge,29,0.004
Engineering,Electrical and Computer Engineering,Electrical Engineering,32,0.004
Engineering,Electronic Hardware,Circuit Board,28,0.004
Engineering,Engineering Management,Engineering Projects,29,0.004
Engineering,Engineering Practices,Design Analysis,29,0.004
Engineering,Engineering Practices,Engineering Documentation,33,0.004
Engineering,Engineering Practices,Engineering Support,31,0.004
Engineering,Engineering Software,Professional Engineer,27,0.004
Engineering,Geotechnical Engineering,Geotechnical Engineering,27,0.004
Engineering,Mechanical Engineering,Kinematics,30,0.004
Engineering,Optics,Photonics,30,0.004
Engineering,Radio Frequency (RF),Code Division Multiple Access (CDMA),32,0.004
Engineering,Radio Frequency (RF),Radio Frequency Identification (RFID),28,0.004
Engineering,Roads and Drainage,Highway Design,26,0.004
Environment,Conservation,Wildlife Conservation,26,0.004
Environment,Environmental Work,Environmental Policy,28,0.004
Environment,Resource Management and Restoration,Land Use,33,0.004
Finance,Auditing,External Auditing,27,0.004
Finance,Auditing,Sarbanes-Oxley (SOX),26,0.004
Finance,Budget Management,Budget Analysis,26,0.004
Finance,Financial Management,Managerial Accounting,26,0.004
Finance,Financial Management,Revenue Projections,31,0.004
Finance,Financial Reporting,Annual Reports,33,0.004
Finance,General Accounting,Fixed Assets,30,0.004
Finance,General Accounting,Generally Accepted Accounting Principles (GAAP),28,0.004
Finance,General Lending,Loan Processing,33,0.004
Finance,Investment Management,Money Management,28,0.004
Health Care,Basic Patient Care,Interaction with Patients / Medical Personnel,26,0.004
Health Care,Basic Patient Care,Patient Preparation,30,0.004
Health Care,Blood Collection,Blood Draws,28,0.004
Health Care,Cardiology,Cardiology,32,0.004
Health Care,Clinical Informatics,Meditech,29,0.004
Health Care,Emergency and Intensive Care,Critical Care Nursing,29,0.004
Health Care,Emergency and Intensive Care,Life Support,31,0.004
Health Care,General Medicine,Family Medicine,29,0.004
Health Care,General Medicine,Internal Medicine,29,0.004
Health Care,Medical Billing and Coding,CPT Coding,31,0.004
Health Care,Medical Billing and Coding,ICD-9-CM Coding,32,0.004
Health Care,Medical Documentation and Abstraction,Medical Transcription,31,0.004
Health Care,Medical Procedure and Regulation,Investigational Review Board (IRB),30,0.004
Health Care,Medical Research,Epidemiology,31,0.004
Health Care,Medical Support,Patient Transportation and Transfer,28,0.004
Health Care,Nephrology,Dialysis,29,0.004
Health Care,Oncology,Breast Cancer Knowledge,31,0.004
Health Care,Orthopedics,Orthopedics,29,0.004
Health Care,Patient Physical Measurements,Blood Pressure Measurement,28,0.004
Health Care,Public Health and Disease Prevention,Community Health,32,0.004
Health Care,Public Health and Disease Prevention,Health Promotion Programs,28,0.004
Human Resources,Employee Relations,Labor Relations,27,0.004
Human Resources,Human Resource Management and Planning,Organizational Development,30,0.004
Human Resources,Payroll,Payroll Preparation,33,0.004