alumni-career-tracker
Analyze laboratory alumni career trajectories and outcomes to provide data-driven career guidance for current students and postdocs. Tracks industry vs academia distribution, identifies career pathways, and generates personalized recommendations based on degree level and research interests.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/aipoch-ai/alumni-career-tracker-1Alumni Career Tracker
Overview
Career analytics tool that tracks and analyzes the professional destinations of laboratory alumni, providing evidence-based guidance for trainees navigating career transitions.
Key Capabilities:
- Career Outcome Tracking: Monitor alumni destinations across sectors
- Trajectory Analysis: Map career progression patterns over time
- Skills Gap Identification: Compare training vs. job requirements
- Salary Benchmarking: Track compensation trends by degree and sector
- Network Mapping: Visualize alumni connections and pathways
- Personalized Guidance: Generate tailored career recommendations
When to Use
✅ Use this skill when:
- Mentoring new students on career options and trajectories
- Training grant applications requiring career outcome data (e.g., NIH T32, F32)
- Lab website showcasing successful alumni for recruitment
- Departmental reviews demonstrating training effectiveness
- Individual career counseling sessions with trainees
- Identifying industry partners and collaboration opportunities
- Benchmarking your lab's career outcomes against peers
❌ Do NOT use when:
- Job placement services (out of scope) → Use career center resources
- Salary negotiation for current positions → Use
salary-negotiation-prep - Resume or CV writing → Use
medical-cv-resume-builder - Interview preparation → Use
interview-mock-partner - Real-time job searching → Use LinkedIn or job boards
Integration:
- Upstream:
mentorship-meeting-agenda(career discussion prep),linkedin-optimizer(profile data) - Downstream:
cover-letter-drafter(application materials),networking-email-drafter(alumni outreach)
Core Capabilities
1. Alumni Database Management
Collect and organize career outcome data:
from scripts.tracker import AlumniTracker
tracker = AlumniTracker()
# Add single alumni record
alumni = {
"name": "Dr. Sarah Chen",
"graduation_year": 2023,
"degree": "PhD",
"current_status": "industry",
"organization": "Genentech",
"position": "Senior Scientist",
"location": "San Francisco, CA",
"field": "Immuno-oncology",
"salary_range": "$140k-$160k",
"linkedin": "linkedin.com/in/sarahchen"
}
tracker.add_alumni(alumni)
# Batch import from CSV
tracker.import_csv("alumni_2020_2024.csv")
Data Fields:
| Field | Required | Description |
|---|---|---|
| name | Yes | Full name |
| graduation_year | Yes | Year completed degree |
| degree | Yes | PhD/Master/Bachelor/Postdoc |
| current_status | Yes | industry/academia/startup/gov/other |
| organization | Yes | Company/University/Institution |
| position | Yes | Job title or rank |
| location | No | City/Country |
| field | No | Research/industry area |
| salary_range | No | Optional compensation |
| No | Profile for tracking updates |
2. Career Outcome Analysis
Generate comprehensive statistics and visualizations:
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-aipoch-ai-alumni-career-tracker-1": {
"enabled": true,
"auto_update": true
}
}
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