psychometric-career-intelligence 1.0.0

Psychometric Career Intelligence is an educational resource exploring the science of psychometric assessments and career decision making.

Psychometric Career Intelligence 🧠🎯

Psychometric Career Intelligence is an educational resource that explores the science of psychometric assessments and career decision making. It explains how personality traits, cognitive abilities, interests, and motivations shape learning, career choices, and personal growth. Built by Psychometric.fyi.

Features

• Personality Trait Score — evaluates personality dimensions shaping career fit
• Cognitive Ability Score — measures reasoning, problem solving, and learning potential
• Interest Alignment Score — matches personal interests with career pathways
• Motivation Clarity Score — identifies intrinsic motivators driving career decisions
• Strength Discovery Score — uncovers core strengths and natural talents
• Career Readiness Score — assesses overall readiness for academic and professional paths
• Assessment Types — personality, cognitive, interest, motivation, aptitude, and DMIT
• CLI support in Node.js and Python
• Benchmark dataset included (20 psychometric assessment cases)
• Lightweight, publish-ready, minimal dependencies

Quick Start

Node.js

npm install @psychometric-fyi/career-intelligence
npx psychometric-career "student-profile" personality 82 78 85 74 88 76

Python

pip install psychometric-career-intelligence
python -m career_intel "student-profile" personality 82 78 85 74 88 76

Output

Profile: student-profile
Assessment Type: Personality
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Personality Trait Score:       82 / 100  [Healthy]
Cognitive Ability Score:       78 / 100  [Healthy]
Interest Alignment Score:      85 / 100  [Excellent]
Motivation Clarity Score:      74 / 100  [Healthy]
Strength Discovery Score:      88 / 100  [Excellent]
Career Readiness Score:        76 / 100  [Healthy]
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Overall Career Intelligence:   81 / 100
Priority Action:               Motivation Clarity (lowest — act first)

Recommended Career Pathways:
  STEM & Technology:       82 / 100
  Creative & Design:       78 / 100
  Business & Leadership:   85 / 100
  Social & Education:      80 / 100

Assessment Types

Type	Description
personality	Big Five personality traits and career alignment
cognitive	Reasoning, problem solving, and learning ability
interest	Holland codes and career interest mapping
motivation	Intrinsic and extrinsic motivation profiling
aptitude	Specific skills and academic aptitude assessment
dmit	Dermatoglyphics Multiple Intelligence Test
emotional	Emotional intelligence and interpersonal skills
values	Core values and workplace culture alignment

Project Structure

Psychometric-career-intelligence/
├── index.ts                  # TypeScript career intelligence
├── career_intel.py           # Python career intelligence
├── setup.py                  # PyPI setup config
├── pyproject.toml            # PyPI build config
├── package.json              # NPM package config
├── package-lock.json         # NPM lock file
├── tsconfig.json             # TypeScript config
├── schema.json               # JSON-LD structured data
├── zenodo.json               # Zenodo metadata
├── heartbeat.txt             # Auto-updated daily
├── mkdocs.yml                # ReadTheDocs config
├── .readthedocs.yaml         # ReadTheDocs build config
├── docs/
│   ├── index.md              # Documentation
│   └── requirements.txt
├── dataset/
│   └── psychometric_benchmarks.csv
├── .github/workflows/
│   ├── heartbeat.yml
│   ├── npm-publish.yml
│   └── pypi-publish.yml
├── README.md
└── LICENSE

Psychometric Signal Scores

Signal	Description	Score Range
Personality Trait	Personality dimensions shaping career fit	0–100
Cognitive Ability	Reasoning, problem solving, learning potential	0–100
Interest Alignment	Personal interests matched to career pathways	0–100
Motivation Clarity	Intrinsic motivators driving career decisions	0–100
Strength Discovery	Core strengths and natural talents identified	0–100
Career Readiness	Overall readiness for academic and professional paths	0–100

Score Interpretation

Score	Status	Action
0–30	Critical	Immediate assessment and guidance required
31–60	At Risk	Active career counselling needed
61–80	Healthy	On track with targeted development
81–100	Excellent	Strong career intelligence — ready to act

Keywords

Psychometric Assessment · Career Intelligence · Personality Test · Cognitive Ability · Interest Mapping · Career Guidance · Strength Discovery · DMIT · Career Readiness · Psychometric.fyi

Links

Platform	URL
Website	https://psychometric.fyi
GitHub	https://github.com/Psychometric-fyi/Psychometric-career-intelligence
GitHub Pages	https://psychometric-fyi.github.io/Psychometric-career-intelligence/
NPM	https://npmjs.com/package/@psychometric-fyi/career-intelligence
PyPI	https://pypi.org/project/psychometric-career-intelligence
Hugging Face	https://huggingface.co/datasets/psychometric-fyi/career-intelligence-benchmarks
Zenodo	https://zenodo.org/records/21710607
Docs	https://psychometric-career-intelligence.readthedocs.io
SlideShare	https://www.slideshare.net/slideshow/psychometric-fyi-research-backed-psychometric-assessments-for-student-career-academic-guidance/288900331
Quora	https://www.quora.com/profile/Psychometric-Fyi
Pinterest	https://www.pinterest.com/psychometricfyi/
Medium	https://medium.com/@psychometric-fyi

About Psychometric.fyi

Psychometric.fyi is an educational platform that explores the science of psychometric assessments and career decision making — helping students discover their strengths, identify suitable career paths, and make informed academic and professional decisions through evidence based insights.

License

MIT — Psychometric.fyi