Stack comparison
Hire FastAPI vs Flask developers
Side-by-side hiring data for FastAPI and Flask - salary bands, ecosystem skills, what each engineer actually ships, and how to brief Haystack for either.
Backend
FastAPI
FastAPI developers who use async, typing and Pydantic as actual design tools.
Mid-level base · UK
£70k–£95k
Junior £50k–£65k · Senior £100k–£145k
Ecosystem
PythonPydanticSQLAlchemyAsyncUvicornCelery
What they ship
- Async REST and streaming APIs serving high-concurrency workloads
- ML and LLM inference gateways with batching, queuing and back-pressure
- Typed contracts shared between FastAPI services and TypeScript front-ends via OpenAPI
Backend
Flask
Flask developers who keep APIs lean without recreating a framework.
Mid-level base · UK
£60k–£80k
Junior £45k–£55k · Senior £85k–£125k
Ecosystem
PythonSQLAlchemyAlembicMarshmallowCeleryGunicorn
What they ship
- Lean JSON APIs powering web and mobile apps
- Internal admin tools and ML serving endpoints
- Auth, rate limiting and observability wired in by hand
Side by side
FastAPI vs Flask - at a glance
| Dimension | FastAPI | Flask |
|---|---|---|
| Category | Backend | Backend |
| Mid-level UK base | £70k–£95k | £60k–£80k |
| Senior UK base | £100k–£145k | £85k–£125k |
| Best for | Async REST and streaming APIs serving high-concurrency workloads | Lean JSON APIs powering web and mobile apps |
| Core ecosystem | Python, Pydantic, SQLAlchemy, Async | Python, SQLAlchemy, Alembic, Marshmallow |
| First shortlist | 24 hours | 24 hours |
FAQ
FastAPI vs Flask - common hiring questions
Keep exploring
More stack comparisons
Pairs other teams considered alongside this one.
Related comparisons
Brief Haystack on FastAPI or Flask - or both
Tell us the role, level and salary band. We'll send shortlists for either stack within 24 hours.