4+ years Python backend experience Strong FastAPI experience Solid PostgreSQL + S3 (or equivalents) Experience with async task queues (Celery, Redis, Kafka) Production experience integrating with micro services: long-running jobs, retries, failure handling Basic observability skills (logging, monitoring, alerting) Experience in cross-functional teams (frontend, ML) Experience with AWS infrastructure, Docker, Kubernetes