1. 3+ years of experience in development of backends for frontends and APIs (incl. Python).

2. Experience in developing multi-users large-scale solutions, with focus on scalability and speed.

3. FastAPI + Python 3.x: async endpoints, Pydantic models, clean HTTP/REST design.

4. Strong experience with sync and async APIs, including asynchronous patterns and explicit web API design.

5. Experience with columnar data pipelines built on Parquet (and others, like vector databases).

6. Proficiency with structured query language across technologies such as PostgreSQL, MySQL, Trino, and DuckDB; skill in data modeling and performance tuning.

7. Experience integrating with large-language-model services, including function or tool calling, structured outputs,



and real-time streaming to clients.

8. An observability mindset: distributed tracing, meaningful dashboards, and practical on-call habits that lead to quick detection and recovery.

9. A testing discipline that includes unit tests, integration tests, fixture design, and contract tests between services.

10. Dev workflow: Git, code reviews, Docker, CI/CD basics.

11. Comfort with cloud infrastructure and Kubernetes, infrastructure as code, and monitoring stacks such as Grafana and Prometheus.

📌 Python Agentic AI Full Stack Developer (Bengaluru)
🏢 Tredence
📍 Bengaluru