idx
int64 0
99
| CompetencyName
stringlengths 7
30
| Role
stringlengths 3
31
| PerformanceMetric
stringlengths 12
40
| Labels
stringclasses 5
values |
|---|---|---|---|---|
0 | Critical Thinking | Software Developer | Code Quality Score | HighPerformance,CriticalThinking |
1 | Communication Skills | Project Manager | Stakeholder Satisfaction Score | HighPerformance,CommunicationSkills |
2 | Teamwork | Marketing Coordinator | Teamwork Assessment Score | HighPerformance,Teamwork |
3 | Adaptability | Sales Executive | Sales Flexibility Score | HighPerformance,Adaptability |
4 | Time Management | HR Manager | Time Management Efficiency Score | HighPerformance,TimeManagement |
5 | Logical Reasoning | Data Analyst | Analytical Problem-Solving Score | HighPerformance,CriticalThinking |
6 | Effective Presentation | Product Manager | Client Presentation Success Rate | HighPerformance,CommunicationSkills |
7 | Collaborative Decision Making | Team Lead | Collaborative Decision Making Score | HighPerformance,Teamwork |
8 | Innovative Problem Solving | R&D Scientist | Innovation Index | HighPerformance,Adaptability |
9 | Meeting Deadlines | Software Engineer | Project Completion Time | HighPerformance,TimeManagement |
10 | Logical Reasoning | Data Analyst | Analytical Problem-Solving Score | HighPerformance,CriticalThinking |
11 | Public Speaking | Teacher | Student Engagement Score | HighPerformance,CommunicationSkills |
12 | Conflict Resolution | Negotiator | Conflict Resolution Efficiency | HighPerformance,Teamwork |
13 | Problem Solving | Data Analyst | Problem Solving Efficiency | HighPerformance,Adaptability |
14 | Organizational Skills | Event Coordinator | Event Planning Timeliness | HighPerformance,TimeManagement |
15 | Innovative Thinking | Product Designer | Product Innovation Rate | HighPerformance,CriticalThinking |
16 | Clear Instructions | Software Engineer | Code Documentation Quality | HighPerformance,CommunicationSkills |
17 | Conflict Resolution | Team Coordinator | Conflict Resolution Efficiency Score | HighPerformance,Teamwork |
18 | Cross-Functional Collaboration | IT Support Specialist | Cross-Team Projects Score | HighPerformance,Adaptability |
19 | Organizing Workload | Operations Manager | Task Prioritization Efficiency | HighPerformance,TimeManagement |
20 | Problem Solving | Quality Assurance Specialist | Issue Resolution Rate | HighPerformance,CriticalThinking |
21 | Active Listening | Customer Service Representative | Customer Feedback Score | HighPerformance,CommunicationSkills |
22 | Leadership Skills | Team Leader | Team Leader Effectiveness Score | HighPerformance,Teamwork |
23 | Adaptability | IT Support Specialist | Adaptability Score | HighPerformance,Adaptability |
24 | Scheduling Skills | Customer Service Representative | Call Handling Efficiency | HighPerformance,TimeManagement |
25 | Decision Making | CEO | Strategic Decision Impact Score | HighPerformance,CriticalThinking |
26 | Conflict Resolution | Sales Representative | Negotiation Success Rate | HighPerformance,CommunicationSkills |
27 | Peer Support | Software Engineer | Peer Support Effectiveness Score | HighPerformance,Teamwork |
28 | Rapid Learning | Financial Analyst | Knowledge Acquisition Rate | HighPerformance,Adaptability |
29 | Scheduling Effectively | Sales Representative | Closing Rate | HighPerformance,TimeManagement |
30 | Decision Making | Financial Planner | Strategic Decision Impact Score | HighPerformance,CriticalThinking |
31 | Presentation Skills | Sales Associate | Sales Pitch Effectiveness Score | HighPerformance,CommunicationSkills |
32 | Empathy | Customer Service Representative | Customer Satisfaction | HighPerformance,Teamwork |
33 | Leadership | Team Leader | Team Initiative Score | HighPerformance,Adaptability |
34 | Prioritization | Product Manager | Product Feature Release Timing | HighPerformance,TimeManagement |
35 | Risk Assessment | Financial Advisor | Financial Risk Management Score | HighPerformance,CriticalThinking |
36 | Listening Skills | Customer Support Specialist | Customer Satisfaction Score | HighPerformance,CommunicationSkills |
37 | Active Listening | Marketing Analyst | Active Listening Rating | HighPerformance,Teamwork |
38 | Strategic Thinking | Business Strategist | Strategy Implementation Score | HighPerformance,Adaptability |
39 | Resource Allocation | Supply Chain Coordinator | Supply Chain Optimization | HighPerformance,TimeManagement |
40 | Ethical Judgment | Lawyer | Ethical Decision Score | HighPerformance,CriticalThinking |
41 | Interpersonal Skills | Social Worker | Client Satisfaction Score | HighPerformance,CommunicationSkills |
42 | Inclusivity | Diversity Officer | Inclusivity Index | HighPerformance,Teamwork |
43 | Strategic Thinking | Business Strategist | Strategy Development Score | HighPerformance,Adaptability |
44 | Delegation | Team Leader | Task Distribution Efficiency | HighPerformance,TimeManagement |
45 | Ethical Judgment | Ethics Officer | Ethical Dilemma Resolution Score | HighPerformance,CriticalThinking |
46 | Voice Clarity | Voice-over Artist | Audio Clarity Assessment | HighPerformance,CommunicationSkills |
47 | Trust Building | Sales Associate | Trust Building Index | HighPerformance,Teamwork |
48 | Emotional Resilience | Customer Service Representative | Stress Tolerance Score | HighPerformance,Adaptability |
49 | Time Blocking | Product Manager | Project Milestone Adherence | HighPerformance,TimeManagement |
50 | Research Skills | Research Scientist | Research Quality Score | HighPerformance,CriticalThinking |
51 | Conflict Resolution | Human Resources | Employee Dispute Resolution Score | HighPerformance,CommunicationSkills |
52 | Listening | HR Specialist | Active Listening Score | HighPerformance,Teamwork |
53 | Decision Making | Operations Manager | Decision Making Effectiveness | HighPerformance,Adaptability |
54 | Workload Management | Project Manager | Project Milestone Achievement | HighPerformance,TimeManagement |
55 | Analytical Writing | Research Scientist | Published Research Quality Score | HighPerformance,CriticalThinking |
56 | Public Speaking | Executive Coach | Peer Review Score | HighPerformance,CommunicationSkills |
57 | Constructive Feedback | HR Specialist | Constructive Feedback Practice | HighPerformance,Teamwork |
58 | Creative Thinking | Graphic Designer | Creative Output Index | HighPerformance,Adaptability |
59 | Strategic Planning | CEO | Long-Term Goal Achievement | HighPerformance,TimeManagement |
60 | Mathematical Ability | Statistician | Statistical Analysis Accuracy | HighPerformance,CriticalThinking |
61 | Empathy | Nurse | Patient Care Quality Score | HighPerformance,CommunicationSkills |
62 | Collaboration | IT Support Specialist | Teamwork Assessment Score | HighPerformance,Teamwork |
63 | Customer Service | Customer Support Specialist | Customer Satisfaction Score | HighPerformance,Adaptability |
64 | Efficiency | Sales Associate | Daily Sales Targets Achievement | HighPerformance,TimeManagement |
65 | Attention to Detail | Quality Control Inspector | Defect Detection Rate | HighPerformance,CriticalThinking |
66 | Empathy Expression | Nurse | Patient Feedback Score | HighPerformance,CommunicationSkills |
67 | Consensus Building | Team Manager | Consensus Building Success Rate | HighPerformance,Teamwork |
68 | Change Management | Change Manager | Change Readiness Score | HighPerformance,Adaptability |
69 | Delegation | Team Leader | Team Task Efficiency | HighPerformance,TimeManagement |
70 | Flexible Thinking | Innovation Manager | Innovation Adoption Rate | HighPerformance,CriticalThinking |
71 | Team Presentation | Marketing Coordinator | Marketing Campaign Success Score | HighPerformance,CommunicationSkills |
72 | Adaptability | Operations Manager | Adaptability to Team Dynamics Score | HighPerformance,Teamwork |
73 | Communication Skills | Sales Representative | Communication Effectiveness Score | HighPerformance,Adaptability |
74 | Time Tracking | Research Scientist | Experiment Completion Time | HighPerformance,TimeManagement |
75 | Strategic Planning | Operations Manager | Operational Efficiency Improvement Score | HighPerformance,CriticalThinking |
76 | Active Listening | Team Leader | Team Retreat Feedback Score | HighPerformance,CommunicationSkills |
77 | Interpersonal Skills | Customer Service Representative | Interpersonal Skills Rating | HighPerformance,Teamwork |
78 | Resilience to Change | HR Specialist | Adaptability Score | HighPerformance,Adaptability |
79 | Avoiding Procrastination | Customer Service Representative | Response Time | HighPerformance,TimeManagement |
80 | Analytical Skills | Engineer | Design Validation Rate | HighPerformance,CriticalThinking |
81 | Verbal Fluency | Sales Manager | Sales Conversation Score | HighPerformance,CommunicationSkills |
82 | Decision Making | Marketing Strategist | Decision Impact Score | HighPerformance,Teamwork |
83 | Teamwork | Project Manager | Team Collaboration Score | HighPerformance,Adaptability |
84 | Planning | IT Support | Ticket Resolution Time | HighPerformance,TimeManagement |
85 | Critical Analysis | Legal Advisor | Case Precedent Relevance Score | HighPerformance,CriticalThinking |
86 | Feedback Loop | Software Developer | Code Review Feedback Score | HighPerformance,CommunicationSkills |
87 | Shared Vision | Product Manager | Shared Vision Alignment Score | HighPerformance,Teamwork |
88 | Innovation Leadership | Product Manager | Product Innovation Rate | HighPerformance,Adaptability |
89 | Goal Setting | HR Specialist | Employee Retention | HighPerformance,TimeManagement |
90 | Complex Problem Solving | Cybersecurity Expert | Cyber Threat Identification Rate | HighPerformance,CriticalThinking |
91 | Constructive Criticism | IT Technician | Team Collaboration Score | HighPerformance,CommunicationSkills |
92 | Empowerment | Sales Associate | Employee Empowerment Index | HighPerformance,Teamwork |
93 | Innovation | R&D Scientist | Innovative Output Score | HighPerformance,Adaptability |
94 | Deadline Management | Marketing Executive | Campaign Launch Timing | HighPerformance,TimeManagement |
95 | Fast Thinking | Surgeon | Surgical Precision Rate | HighPerformance,CriticalThinking |
96 | Effective Storytelling | Brand Manager | Marketing Campaign Engagement Rate | HighPerformance,CommunicationSkills |
97 | Workplace Cohesion | IT Technician | Workplace Cohesion Index | HighPerformance,Teamwork |
98 | Flexibility in Thought | Junior Developer | Development Approach Flexibility Score | HighPerformance,Adaptability |
99 | Workflow Optimization | Quality Assurance Specialist | Defect Rate Reduction | HighPerformance,TimeManagement |
JobCompetenceMetrics
tags: skills assessment, job performance, predictive analytics
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'JobCompetenceMetrics' dataset is a curated collection of job competencies and performance metrics designed for an ML practitioner interested in skills assessment, job performance, and predictive analytics. It captures various competencies required for different job roles and their performance outcomes. The dataset is labeled to facilitate predictive modeling that correlates job skills with job performance metrics.
CSV Content Preview:
CompetencyID,CompetencyName,Role,PerformanceMetric,Labels
1,Critical Thinking,"Software Developer","Code Quality Score","HighPerformance,CriticalThinking"
2,Communication Skills,"Project Manager","Stakeholder Satisfaction Score","HighPerformance,CommunicationSkills"
3,Teamwork,"Marketing Coordinator","Teamwork Assessment Score","HighPerformance,Teamwork"
4,Adaptability,"Sales Executive","Sales Flexibility Score","HighPerformance,Adaptability"
5,Time Management,"HR Manager","Time Management Efficiency Score","HighPerformance,TimeManagement"
In this CSV, 'CompetencyID' and 'CompetencyName' columns capture the unique identifiers and descriptions of skills. The 'Role' column specifies the job position, 'PerformanceMetric' indicates the type of performance measure, and 'Labels' provides a comma-separated list of relevant labels that indicate if the competency is associated with high job performance. This structure allows for machine learning models to predict performance outcomes based on skill sets.
Source of the data:
The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'Skills jobs performance ':
- Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Skills+jobs+performance+&dataset=JobCompetenceMetrics&tags=skills+assessment,+job+performance,+predictive+analytics
- Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub
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