JOBSELECT LABS / PRODUCTS
One ecosystem for job intelligence.
Analyze job descriptions, extract technical skills, and integrate JobSelect into your own workflows.
Open Source · AI/NLP · Developer Tools
Job Seekers
Analyze job descriptions through the Web Job Analyzer.
Developers
Integrate JobAnalyze through the hosted API or Python CLI.
AI/Agent Developers
Connect JobAnalyze through MCP.
Product suite
Tools for understanding, analyzing, and integrating job intelligence.
WEB APPJob Analyzer
Analyze a job description in the browser and explore detected skills, requirements, experience signals, and structured job insights.
- ›Interactive analysis
- ›Skill extraction
- ›Role/type context
- ›Visual results
- ›Analysis history UI
- ›Skill-gap presentation
AI MODELJobAnalyze 6k
A lightweight multi-label PyTorch skill classifier that predicts a fixed vocabulary of skills from a job description plus role and job type.
- ›TF-IDF input features
- ›PyTorch feed-forward network
- ›Multi-label classification
- ›48 labels in the documented v1 sample vocabulary
- ›32-unit hidden layer
- ›Sigmoid-ranked skill probabilities
- ›Designed for fast, lightweight inference
PYTHON CLIJobSelect CLI
A terminal interface for analyzing job descriptions using the hosted API, with local inference available as a fallback.
$ pip install jobselect
- ›Interactive terminal workflow
- ›Job Description / Role / Type prompts
- ›API-first inference
- ›Local fallback
- ›Ranked top skills
- ›Rich terminal presentation
DEVELOPER PLATFORMAPI & MCP
Integrate JobAnalyze into applications, automation workflows, and AI-agent environments.
REST APIMCPPythonAI Agents
How it fits together
JOBSELECT LABS
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Web Analyzer JobSelect CLI Developer API
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JobAnalyze 6k
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MCP
Choose your workflow
I want to analyze a job
Paste a job description and explore the detected skills and requirements.
I want to use JobSelect in Python
Install the CLI and run job-description skill analysis from your terminal.
I want to integrate JobAnalyze
Connect the hosted API or MCP server to your own applications and AI workflows.
Built openly. Designed to be extended.
JobSelect Labs is an open-source venture focused on practical job-description analysis and lightweight NLP tooling.
BUILT WITHPythonPyTorchscikit-learnNumPyPandasFastAPITF-IDFMCP
Start with a job description. Build from there.