jobslop

Job board aggregator for VC-backed startups. Pulls listings from 35+ venture capital portfolio boards, SimplifyJobs, and Levels.fyi into one searchable interface with filters, sorting, and AI-powered resume matching.

Live at jobslop.vercel.app

What it does

• 12,800+ jobs from Sequoia, a16z, Greylock, Kleiner Perkins, and 30+ other top VC portfolio boards
• Internships & new grad positions from SimplifyJobs (8,000+ active listings)
• Search by keyword, filter by seniority, location, industry, department, VC backer, remote, and recency
• Resume matching — upload a PDF resume, describe what you're looking for, and get jobs ranked by fit
• Salary data where available (74% of Consider-sourced jobs)
• Updated daily via GitHub Actions

How it works

Python scrapers → Turso DB (hosted SQLite) ← Next.js on Vercel
    (cron)              ↑                       (SSR)
                   12,800+ jobs

Scrapers pull from:

• Consider (12 boards) — Sequoia, a16z, Greylock, BVP, Kleiner Perkins, etc. Full pagination via POST API.
• Getro (23 boards) — General Catalyst, Accel, Insight Partners, etc. Parses __NEXT_DATA__ from Next.js pages.
• SimplifyJobs — Summer 2026 internships + new grad positions. Structured JSON from GitHub.
• Levels.fyi — Internship compensation data.

Resume matching uses Groq (Llama 3.3 70B, free tier) to extract a structured profile from your resume + intent, then scores jobs by title match, skill overlap, seniority fit, and industry relevance.

Running locally

Scrapers

pip install -r requirements.txt

# Run all scrapers (incremental — only fetches new jobs)
python scripts/aggregate.py

# Full re-scrape
python scripts/aggregate.py --full

# Only specific platform
python scripts/aggregate.py --platforms consider
python scripts/aggregate.py --platforms simplify

Requires a .env file with:

TURSO_DATABASE_URL=libsql://your-db.turso.io
TURSO_AUTH_TOKEN=your-token

Web app

cd web
npm install
npm run dev

Requires web/.env.local with:

TURSO_DATABASE_URL=libsql://your-db.turso.io
TURSO_AUTH_TOKEN=your-token
GROQ_API_KEY=your-groq-key

Tech stack

• Scrapers: Python, httpx, asyncio
• Database: Turso (hosted libsql/SQLite)
• Web: Next.js 16, Tailwind CSS, TypeScript
• Resume AI: Groq (Llama 3.3 70B)
• Hosting: Vercel
• CI: GitHub Actions (cron 2x/day)