Haystack

Stack comparison

Hire Java vs Python developers

Side-by-side hiring data for Java and Python - salary bands, ecosystem skills, what each engineer actually ships, and how to brief Haystack for either.

Languages

Java

Java engineers with deep JVM, Spring and distributed-systems experience.

Mid-level base · UK

£70k–£90k

Junior £45k–£65k · Senior £95k–£135k

Ecosystem

Spring BootKotlinKafkaHibernateMavenGradle

What they ship

  • Spring Boot microservices on Kubernetes
  • Event-driven systems on Kafka with exactly-once semantics
  • Batch and streaming data processing

Backend

Python

Python engineers across web, data and AI - vetted on production work, not notebook demos.

Mid-level base · UK

£65k–£85k

Junior £45k–£60k · Senior £90k–£130k

Ecosystem

DjangoFastAPIFlaskPandasPyTorchTensorFlow

What they ship

  • Django and FastAPI services in production
  • Data pipelines on Airflow, Dagster or Prefect
  • ML inference services, fine-tuning loops and evaluation harnesses

Side by side

Java vs Python - at a glance

DimensionJavaPython
CategoryLanguagesBackend
Mid-level UK base£70k–£90k£65k–£85k
Senior UK base£95k–£135k£90k–£130k
Best forSpring Boot microservices on KubernetesDjango and FastAPI services in production
Core ecosystemSpring Boot, Kotlin, Kafka, HibernateDjango, FastAPI, Flask, Pandas
First shortlist24 hours24 hours

FAQ

Java vs Python - common hiring questions

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