Career Ops
AI-powered job search engine
Job searching across two countries (US and Germany) means checking 18+ job boards daily, each with different formats, languages, and application systems. Manually evaluating fit, tailoring CVs, and submitting applications takes hours per day and still misses opportunities.
An automated engine that scans all 18+ sources on a schedule, scores each listing for fit using AI evaluation, generates tailored CVs per posting, and auto-applies through Greenhouse and Lever APIs. Supports multiple candidate profiles with separate search criteria.
How It Works
Multi-Source Scanner
Crawls Bundesagentur, USAJobs, LinkedIn, Indeed, StepStone, Glassdoor, and 12+ more. Each source has a dedicated adapter that normalizes listings into a common schema.
AI Fit Scoring
Each listing is evaluated against the active profile's experience, skills, and preferences. Scores determine which listings surface in the digest and which trigger auto-apply.
Auto-Apply Engine
Greenhouse API integration for direct submission. Lever uses Playwright browser automation. Both generate tailored CVs and cover letters per posting.
Multi-Profile System
Supports multiple candidate profiles with separate search locations, skills, experience levels, and preferences. Switch active profile via configuration file.
Key Features
Bilingual Support
Handles both English (US) and German job markets natively. CVs and cover letters generated in the correct language per listing.
Daily Digest
Aggregated report of all new matches, scored and ranked. Never uses stale data — always builds fresh from the latest scan.
Mobile Dashboard
Interactive web interface accessible from any device via Tailscale. Review matches, trigger applications, and manage profiles on the go.
Greenhouse + Lever Integration
Direct API submission for Greenhouse-powered companies. Playwright automation for Lever and other ATS platforms that lack public APIs.
Tech Stack
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