Haystack

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

DimensionFastAPIFlask
CategoryBackendBackend
Mid-level UK base£70k–£95k£60k–£80k
Senior UK base£100k–£145k£85k–£125k
Best forAsync REST and streaming APIs serving high-concurrency workloadsLean JSON APIs powering web and mobile apps
Core ecosystemPython, Pydantic, SQLAlchemy, AsyncPython, SQLAlchemy, Alembic, Marshmallow
First shortlist24 hours24 hours

FAQ

FastAPI vs Flask - common hiring questions

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