Analysis
Data examination and interpretation skills for identifying patterns, solving problems, and informing strategic decisions.
789 skills in this domain. 4 verifiable today.
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Business Analysis
Evaluation of business processes, requirements, and data to identify solutions and improvements.
- As-Is and To-Be Process Mapping
- As-Is Process Documentation
- Business Case Development
- Business Case Writing
- Business Process Analysis
- Business Requirements Documentation
- Business Requirements Gathering
- Current State Assessment
- Data Flow Diagrams
- Elicitation Techniques
- Feasibility Analysis
- Gap Analysis
- Impact Analysis
- Process Improvement Analysis
- Requirements Elicitation
- Requirements Management
- Stakeholder Analysis
- Stakeholder Needs Assessment
- To-Be Process Design
- Use Case Development
- Use Case Documentation
Business Intelligence
Business Intelligence encompasses skills related to data collection, analysis, and visualization to support strategic decision-making within organizations. These skills integrate database management, statistical analysis, and reporting tools to transform raw data into actionable insights for leadership. This work is used to identify market trends, optimize operations, monitor performance metrics, and inform business strategy across departments.
Competitive Intelligence
Gathering and analyzing market data to understand competitor strategies and industry trends.
Data Analysis
Methods for examining, cleaning, and interpreting data to uncover patterns and insights.
- Data Analysis
- A/B Testing
- Analyse Animal Locomotion
- Analyse Big Data
- Analyse Blood Patterns
- Analyse Curriculum
- Analyse Data for Aeronautical Publications
- Analyse Ecological Data
- Analyse Election Procedures
- Analyse Environmental Data
- Analyse Experimental Laboratory Data
- Analyse Foreign Affairs Policies
- Analyse Health Problems Within a Given Community
- Analyse Irregular Migration
- Analyse Issues
- Analyse Large-Scale Data in Healthcare
- Analyse Legal Evidence
- Analyse Legislation
- Analyse Library Users' Queries
- Analyse Medication's Impact on Brain
- Analyse Music Score
- Analyse Network Configuration and Performance
- Analyse Potential Threats Against National Security
- Analyse Recorded Sources
- Analyse Reports Provided by Passengers
- Analyse Road Traffic Patterns
- Analyse Scanned Data of the Body
- Analyse Scientific Data
- Analyse Seismic Risk
- Analyse Telescope Images
- Analyse Texts to Be Illustrated
- Analyse the Comments of Selected Audiences
- Analyse Tote Reports
- Apply Holistic Approach Within Social Services
- Apply Statistical Analysis Techniques
- Assess Administrative Burden
- Assess Art Therapy Sessions
- Assess Artistic Proposal
- Assess Conservation Needs
- Assess Coverage Possibilities
- Assess Heating and Cooling Systems
- Assess Integrated Domotics Systems
- Assess Museum Object Condition
- Assess Reliability of Data
- Assess the Quality of Sport Competitions
- Assess Transport Risks
- Browse, Search and Filter Data, Information and Digital Content
- Carry Out Statistical Forecasts
- Check Correctness of Information
- Check Request Legitimacy
- Collect Biological Data
- Collect Client Fitness Information
- Collect Customer Data
- Collect Customer Feedback on Applications
- Collect Cyber Defence Data
- collect data using GPS
- Collect Financial Data
- Collect Geological Data
- Collect Growth Rate Information
- Collect Healthcare User Data Under Supervision
- Collect Healthcare User's General Data
- collect ICT data
- Collect Mapping Data
- Collect Real-Time Geolocation Information
- Collect Statistics on Medical Records
- Collect Tourist Information
- Combine Multiple Fields of Knowledge
- Compare Survey Computations
- Compile Content
- Compile Data for Navigation Publications
- compile GIS-data
- Conduct Research on Fauna
- Conduct Routine Blood Testing
- Conduct Search Engine Optimisation
- Consult Iconographic Sources
- Consult Shipping Rates
- Contextualise Artistic Work
- Create Natural Science Taxonomies
- Data Cleaning
- Data Profiling
- Data Wrangling
- Decode Handwritten Texts
- Define Energy Profiles
- Descriptive Analytics
- Determine Historic Climate Changes
- Develop Scientific Theories
- Digital Data Processing
- Distribute Technical Information on Operation of Vehicles
- Ensure Accuracy of Aeronautical Data
- Evaluate Clinical Outcomes of Dental Hygiene Interventions
- Evaluate Clinical Psychological Measures
- Evaluate Coffee Characteristics
- Evaluate Data, Information and Digital Content
- Evaluate Genetic Data
- Evaluate Information in the Field of Veterinary Nursing
- Evaluate Information Services Using Metrics
- Evaluate Integrated Design of Buildings
- Evaluate Interview Reports
- Evaluate Marketing Content
- Evaluate Mineral Resources
- Evaluate Nutritional Value of Feeds
- Evaluate Potential Aquaculture Conflicts
- Evaluate Psychological Health Measures
- Evaluate Schools of Fish
- Evaluate Scientific Data Concerning Medicines
- Evaluate Social Work Program's Impact
- Evaluate Spatial Information
- Evaluate Tender
- Evaluate Textile Characteristics
- Excel Data Analysis
- Exploratory Data Analysis
- Find Trends in Geographic Data
- Follow the News
- Forecast Human Population Trends
- Formulate Findings
- Funnel Analysis
- Gather Data
- Gather Data for Forensic Purposes
- Gather Experimental Data
- Gather Feedback from Employees
- Gather Information on Theme of the Show
- Gather Information to Substitute Parts
- Gather Reference Materials
- Gather Reference Materials for Artwork
- Gather Technical Information
- Handle Data Samples
- Handle Geospatial Technologies
- Handle Touristic Quantitative Data
- Have Computer Literacy
- Have Spatial Awareness
- Hypothesis Testing
- Identify Electronic Signals
- Identify Fossils
- Identify Statistical Patterns
- Identify the Factors Causing Changes in Food During Storage
- Inspect Animal Carcasses
- Inspect Data
- Interpret Customer Non-Verbal Communication
- Interpret Diagnostic Tests in Otorhinolaryngology
- Interpret Electroencephalograms
- Interpret Evoked Potentials Records
- Interpret Extraction Data
- Interpret Findings from Medical Examinations
- Interpret Hematological Test Results
- Interpret Laboratory Data in Medical Genetics
- Interpret Medical Results
- Interpret Prescriptions
- Interpret Scientific Data to Assess Water Quality
- Interpret Seismic Data
- KPI Development
- Log Transmitter Readings
- Make Data-Driven Decisions
- Manage Briefs for Clothing Manufacturing
- Manage Closed-Circuit Television System
- Manage Information Sources
- Manage Mine Site Data
- Manage Nutrients
- Minimize Risks in Tree Operations
- Model Groundwater
- Observe Celestial Objects
- Observe Teaching Activities
- Obtain Financial Information
- Obtain Healthcare User's Medical Status Information
- Operate Signal Generator
- Outline Blockchain-Based Identity Management
- Perform Coffee Tastings
- Perform Energy Simulations
- Perform Forest Analysis
- Perform Nutrition Analysis
- Pivot Tables
- Post-Process Medical Images
- Preserve Documentation About Creative Process
- Prevent Domestic Accidents
- Python for Data Analysis
- R for Data Analysis
- Read Manuscripts
- Read People
- Read Zoo Reports
- Recognize Cytologic Abnormalities
- Reconstruct Program Theory
- Record Customers' Personal Data
- Report the Results of Treatment
- Review Completed Contracts
- Review Criminal Acts
- Review Meteorological Forecast Data
- Review Social Service Plan
- Revise Drafts Made by Managers
- Revise Questionnaires
- Search Databases
- Specialise in Conservation-Restoration of Specific Types of Objects
- Synthesise Information
- Synthesise Research Publications
- Tabulate Survey Results
- Track Shipments
- Undertake Employee Screening
- Undertake Genetic Risk Assessment
- Use Computer Telephony Integration
- Use Dictionaries
- Use Global Distribution System
- use ICT systems
- use IT tools
- Use Personality Tests
- Use Sales Forecasting Softwares
- Validate Biomedical Analysis Results
- Watch for Maritime Navigation AIDS
- Work with E-Services Available to Citizens
Data Analysis and Statistics
Data Analysis and Statistics encompasses skills for collecting, processing, and interpreting quantitative information to identify patterns and support decision-making. These skills involve statistical methods, data visualization, and mathematical reasoning that work together to transform raw data into actionable insights. Professionals use this subcategory to conduct research, validate hypotheses, forecast trends, and provide evidence-based recommendations across industries.
Data Visualization
Techniques for presenting data through charts, graphs, and visual formats.
Decision Analysis
Methods for evaluating options and making informed decisions using data.
- Evidence-Based Reasoning
- Trade-Off Analysis
- Adapt to Different Weather Conditions
- Apply Decision Making Within Social Work
- Approve Packaging Design
- Clinical Decision-Making at Advanced Practice
- Consider Economic Criteria in Decision Making
- Contribute to High Level Health Strategic Decisions
- Decide on Fragrance Titles
- Decide on Infestation Treatment Type
- Decide on Insurance Applications
- Decide on Loan Applications
- Decide on Make-Up Process
- Decide on Products to Be Stocked
- Decide on Providing Funds
- Decide on Type of Genetic Testing
- Decide on Wig Making Process
- Decide Upon a Psychotherapeutic Approach
- Decision Matrix Analysis
- Decision Trees
- Expected Value Analysis
- Implement Scientific Decision Making in Healthcare
- Make Clinical Decisions
- Make Decisions Regarding Forestry Management
- Make Decisions Regarding Landscaping
- Make Decisions Regarding Livestock Management
- Make Decisions Regarding Plant Propagation
- Make Decisions Regarding the Animal's Welfare
- Make Diplomatic Decisions
- Make Independent Operating Decisions
- Make Investment Decisions
- Make Legal Decisions
- Make Legislative Decisions
- Make Strategic Business Decisions
- Make Time-Critical Decisions
- Multi-Criteria Analysis
- Prevent Technical Problems with Scenic Elements
- Risk-Adjusted Analysis
- Scenario Planning
- Select Immobilisation Device for Radiation Therapy
- Sensitivity Analysis
- Solve Problems in Healthcare
- Structured Decision Making
- Treat Flood Damage
Financial Analysis and Modeling
Analyzing financial data and building quantitative models to forecast performance and support decision-making.
- Budget Variance Analysis
- Cash Flow Modeling
- DCF Analysis
- Discounted Cash Flow Modeling
- Financial Forecasting
- Financial Model Building
- Financial Statement Analysis
- Investment Analysis
- LBO Modeling
- M&A Analysis
- M&A Financial Modeling
- Sensitivity Analysis
- Three-Statement Modeling
- Valuation Analysis
- Valuation Modeling
- Variance Analysis
Geospatial Analysis
Techniques for analyzing spatial data, mapping, and interpreting geographic information systems.
Intelligence Analysis
Methods for collecting, evaluating, and interpreting information to support decision-making.
Market and Competitive Analysis
Market and Competitive Analysis encompasses skills in researching industry trends, identifying competitor strategies, and assessing market positioning and dynamics. These skills involve gathering data through primary and secondary research methods, then synthesizing findings to understand competitive advantages, market gaps, and customer behavior patterns. This capability supports strategic planning, product development decisions, and business positioning efforts.
Market Research and Analysis
Techniques for collecting, analyzing, and interpreting market data and consumer insights.
- Apply Extensive Study of Beer Styles
- Apply Extensive Study of Wine Types
- Apply Research Ethics and Scientific Integrity Principles in Research Activities
- Apply Scientific Methods
- Brand Awareness Research
- Carry Out Job Analysis
- Carry Out Meteorological Research
- Carry Out Research on Ground Systems
- Carry Out Scientific Research in Observatory
- Carry Out Social Work Research
- Carry Out Strategic Research
- Check Stories
- Check Subjects
- Conduct Airport Environmental Studies
- Conduct Clinical Software Research
- Conduct Costume Research
- Conduct Ecological Research
- Conduct Ecological Surveys
- Conduct Environmental Surveys
- Conduct Fact Finding
- Conduct Field Work
- Conduct Financial Surveys
- Conduct Fish Populations Studies
- Conduct Genome Research
- Conduct Geochemical Research
- Conduct Health Related Research
- Conduct Jewellery Market Research
- Conduct Literature Research
- Conduct Nutrition Research
- Conduct Participatory Research
- Conduct Public Surveys
- Conduct Quantitative Research
- Conduct Research Across Disciplines
- Conduct Research Before Survey
- Conduct Research in Advanced Nursing Care
- Conduct Research on Climate Processes
- Conduct Research on Food Waste Prevention
- Conduct Research on Hearing Topics
- Conduct Research on Reproductive Medicine
- Conduct Research on Speech-Related Topics
- Conduct Research on Trends in Design
- Conduct Scholarly Research
- Conduct Shelf Studies
- Consumer Behavior Analysis
- Customer Segmentation
- Design Questionnaires
- Develop a Translation Strategy
- Develop Bioremediation Techniques
- Develop Investigation Strategy
- Develop Scientific Research Protocols
- Develop Urban Transport Studies
- Develop Vaccines
- Do Historical Research
- Draw Conclusions from Market Research Results
- Engage in Chiropractic Research
- Engage in Physiotherapy Research
- Examine Credit Ratings
- Focus Group Facilitation
- Identify Legal Requirements
- Identify New Words
- Identify Origin of Typed Documents
- Identify Research Topics
- Integrate Gender Dimension in Research
- Investigate Competition Restrictions
- Lead Research Activities in Nursing
- Manage Findable Accessible Interoperable and Reusable Data
- map the mantle of the Earth
- Market Sizing
- Meet Expectations of Target Audience
- Monitor Sociological Trends
- Observe Matter
- Panel Research
- Perform Background Research on Writing Subject
- Perform Business Research
- Perform Clinical Research in Radiography
- Perform Field Research
- Perform Inspection Analysis
- Perform Internal Investigations
- Perform Market Research
- Perform Media Outlets Research
- Perform Scientific Research
- Perform Studies and Field Investigation
- Perform Underwater Investigations
- Plan Research Process
- Primary Research Design
- Promote Open Innovation in Research
- Qualitative Research
- Quantitative Research
- Research Areas for Outdoor Activity
- Research Family Histories
- Research Fragrances
- Research Human Behaviour
- Research Immune System Malfunctions
- Research Improvement of Crop Yields
- Research Livestock Production
- Research Market Prices for Antiques
- Research New Cooking Methods
- Research New Ideas
- Research New Photographic Procedures
- Research New Treatments for Blood Related Disorders
- Research Ocean Energy Projects
- Research Passenger Needs
- Research Remote Sensing Technologies
- Research Sculpture Trends
- Research Taxation Procedures
- Research Website Users
- Research Your Target Community
- Respect Cultural Preferences
- Secondary Research
- Study a Collection
- Study Acquisition of Language
- Study Aerial Photos
- Study Ancient Inscriptions
- Study Artistic Techniques
- Study Artworks
- Study Communications Channels for Different Employers/Contractors
- Study Community as a Target Community
- Study Court Hearings
- Study Cultures
- Study Fish Migration
- Study Human Population
- Study Human Societies
- Study Media Sources
- Study Music
- Study Musical Scores
- Study Play Productions
- Study Relationships Between Characters
- Study Relevant Writing
- Study the Relationships Between Quantities
- Study Topics
- Study Traffic Flow
- Study Website Behaviour Patterns
- Survey Design
- Undertake Clinical Chiropractic Research
- Undertake Research in Medical Genetics
- Use Earth Sciences Tools
- Voice of Customer Research
Operations Analysis
Examination of business processes to identify inefficiencies and recommend operational improvements.
- Analyse Booking Patterns
- Analyse Business Model
- Analyse Business Plans
- Analyse Business Processes
- Analyse Business Requirements
- Analyse Call Centre Activities
- Analyse Call Performance Trends
- Analyse Costume Sketches
- Analyse Customer Service Surveys
- Analyse Drill Engineering
- Analyse Energy Consumption
- Analyse Gambling Data
- Analyse Goal Progress
- Analyse Internal Factors of Companies
- Analyse Logistic Needs
- Analyse Membership
- Analyse Milk Control Test Results
- Analyse Oil Operations Data
- Analyse Packaging Requirements
- Analyse Pipeline Database Information
- Analyse Production Processes for Improvement
- Analyse Quality of Nurse Care
- Analyse Relation Between Supply Chain Improvement and Profit
- Analyse Route Possibilities in Pipeline Projects
- Analyse Supply Chain Strategies
- Analyse the Context of an Organisation
- Analyse Transport Studies
- Analyse Work-Related Written Reports
- Apply Control Process Statistical Methods
- Assess Community Arts Programme Resources
- Assess Health Services Within the Community
- Assess Performance of Rail Operations
- Assess the Feasibility of Implementing Developments
- Capacity Analysis
- Carry Out Sales Analysis
- Combine Business Technology with User Experience
- Conduct Analysis of Ship Data
- Conduct Energy Audit
- Conduct Evaluation of Quality Standards
- conduct impact evaluation of ICT processes on business
- Deliver Business Research Proposals
- Demand Analysis
- Demand Forecasting
- Determine Production Capacity
- Determine Production Feasibility
- Efficiency Analysis
- Evaluate Advertising Campaign
- Evaluate Company Needs
- Evaluate Pharmaceutical Manufacturing Process
- Evaluate Project Plans
- Evaluate Vineyard Problems
- Evaluate Vineyard Quality
- Execute Feasibility Study
- Execute Feasibility Study on Hydrogen
- forecast future ICT network needs
- Forecast Future Levels of Business
- Forecast Timber Production
- identify ICT user needs
- Interpret Business Information
- Interpret Data in Food Manufacturing
- Inventory Analysis
- Lean Process Analysis
- Manage Commercial Risks
- Measure Customer Feedback
- Measure Effectiveness of the Service Provided
- Monitor Casino Client Satisfaction
- Monitor Extraction Logging Operations
- Monitor Food Production Documentation
- Network Analysis
- Operations Research
- Perform a Feasibility Study on Biogas Energy
- Perform a Feasibility Study on Biomass Systems
- Perform a Feasibility Study on Combined Heat and Power
- Perform a Feasibility Study on District Heating and Cooling
- Perform a Feasibility Study on Electric Heating
- Perform a Feasibility Study on Heat Pumps
- Perform a Feasibility Study on Mini Wind Power
- Perform a Feasibility Study on Solar Absorption Cooling
- Perform Brand Analysis
- Perform Business Analysis
- Perform Feasibility Study on Geothermal Energy
- Perform Feasibility Study on Solar Heating
- perform PESTEL analysis
- Perform Procurement Market Analysis
- Perform Smart Grid Feasibility Study
- Process Bottleneck Analysis
- Process Flow Analysis
- Process Mining
- Production Analysis
- Provide Petroleum Engineering Support
- Queuing Theory
- Record Drilling
- Revise Quality Control Systems Documentation
- Service Level Analysis
- Simulation Modeling for Operations
- Six Sigma Analysis
- Supply Chain Analysis
- Throughput Analysis
- Use Analytics for Commercial Purposes
- Use Methods of Logistical Data Analysis
- Value Stream Mapping
- Verify Feasibility
- Visit Suppliers
Policy Analysis
Evaluation of policies and their impacts using research and analytical methods.
- Budget and Fiscal Analysis
- Carry Out Tendering
- Cost-Effectiveness Analysis
- Determine Monetary Policy Actions
- Develop Agricultural Policies
- Develop Communicable Disease Control Policies
- Develop Cultural Policies
- Develop Defence Policies
- Develop Economic Policies
- Develop Employment Policies
- Develop Energy Policy
- Develop Environmental Policy
- Develop Environmental Remediation Strategies
- Develop Food Policy
- Develop Forestry Strategies
- Develop Immigration Policies
- Develop International Cooperation Strategies
- Develop Irrigation Strategies
- Develop Mobility Programmes
- Develop Policies for Nutritional Programs
- Develop Policies on Religion-Related Matters
- Develop Taxation Policies
- Develop Tourism Policies
- Develop Trade Policies
- Economic Impact Assessment
- Establish Gaming Policies
- Evidence-Based Policy Analysis
- Legislative Analysis
- Outcome Evaluation
- Plan Public Housing
- Policy Design
- Policy Impact Modeling
- Program Evaluation
- Regulatory Analysis
- Social Policy Analysis
Predictive Analytics
Use of statistical models and data analysis to forecast future trends and outcomes.
Quantitative Analysis
Statistical methods and mathematical techniques for analyzing numerical data and trends.
- Apply Numeracy Skills
- Assess Energy Consumption of Ventilation Systems
- Assess Potential Gas Yield
- Assess Potential Oil Yield
- Balance Hydraulics of Hot Water Systems
- Build Predictive Models
- Calculate Aircraft Weight
- Calculate Allowances for Shrinkage in Casting Processes
- Calculate Aquatic Resources Growth Rate
- Calculate Betting Target Odds
- Calculate Chemical Concentration
- Calculate Compensation Payments
- Calculate Cost of Covering
- Calculate Debt Costs
- Calculate Dividends
- Calculate Employee Benefits
- Calculate Exposure to Radiation
- Calculate Fuel Sales from Pumps
- Calculate Gear Ratio
- Calculate Insurance Rate
- Calculate Materials to Build Equipment
- Calculate Oil Deliveries
- Calculate Optimal Time for Insemination
- Calculate Probabilities
- Calculate Production Costs
- Calculate Purchasing Levels of Raw Materials
- Calculate Rates per Hours
- Calculate Rigging Plots
- Calculate Sales Commission
- Calculate Solar Panel Orientation
- Calculate Tax
- Calculate the Amount of Cargo on a Vessel
- Calculate the Productivity of the Production of Footwear and Leather Goods
- Calculate Tote Price
- Calculate Utility Payments
- Calculate Value of Gems
- Calculate Wages
- Calculus Applications
- Carry Out Navigational Calculations
- Carry Out Work Related Calculations in Agriculture
- Compute Average Weight of Cigarettes
- Compute Irrigation Pressure
- Determine Loan Conditions
- Develop Models for Weather Forecast
- Develop Transportation Cost Metrics
- Estimate Consumption of Water
- Estimate Distances
- Execute Analytical Mathematical Calculations
- Forecast Sales Over Periods of Time
- Interpret Mathematical Information
- Linear Algebra
- Mathematical Optimization
- Measure Call Quality
- Monte Carlo Methods
- Perform Hydrodynamics Calculations
- Perform Mathematical Calculations in Pest Management
- Perform Surveying Calculations
- Prepare Tax Returns Forms
- Process Spatial Information
- Provide Support in Financial Calculation
- Quantitative Finance
- Quantitative Research Methods
- Statistical Inference
- Stochastic Modeling
- Use Agronomic Modelling
- Use Mathematical Tools and Equipment
- Use Mathematical Tools for Managing Vehicles
- Work Out Odds
Risk Analysis
Methods for identifying, assessing, and quantifying potential business risks.
Statistical Analysis
Methods for collecting, interpreting, and drawing conclusions from quantitative data.
Survey and Research Methods
Designing and conducting surveys, studies, and research to gather and analyze empirical data.
- Adhere to Questionnaires
- Assess Clients' Drug and Alcohol Addictions
- Carry Out Interviews to Select Artistic Team Members
- Conduct Contact Tracing Interviews
- Conduct Interview in Social Service
- Conduct Research Interview
- Conjoint Analysis
- Cross-Tabulation Analysis
- Experimental Design
- Follow Ethical Code of Conduct in Assessment Situations
- Give Interviews to Media
- Instrument Development
- Interrogate Individuals
- Interview Animal Owners on Animals' Conditions
- Interview Bank Loanees
- Interview Focus Groups
- Interview Insurance Claimants
- Interview Parties in Relation to Animal Welfare Investigations
- Interview People
- Literature Review
- Mixed Methods Research
- Moderate a Debate
- Officiate Civil Partnerships
- Pose Questions Referring to Documents
- Qualitative Coding
- Reliability and Validity Testing
- Research Ethics
- Research Protocol Design
- Sampling Methodology
- Show Impartiality in an Assessment Situation
- Survey Design and Administration
Systems Analysis
Examining complex systems to identify requirements, inefficiencies, and opportunities for improvement.
Text and Sentiment Analysis
Techniques for extracting meaning, emotion, and insights from unstructured text data and language.
Trend Analysis
Methods for identifying patterns and forecasting future developments in data and markets.
Workforce Analytics
Data analysis techniques for measuring employee performance, retention, and organizational metrics.
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