Backend Engineer

Position Name : Backend Engineer

Location : Mumbai / Bangalore

Experience : 6 - 10 Years

Responsibilities :

1. Design, build, and operate ML-backed backend systems at scale

2. Own runtime orchestration, session / state management, and retrieval / memory pipelines (chunking, embeddings, indexing, vector search, re-ranking, caching, freshness & deletion)

3. Productionize ML workflows : feature / metadata services, model integration 4. contracts, offline / online parity, and evaluation instrumentation

5. Drive performance, reliability, and cost efficiency across latency, throughput, infra usage, and token economics

6. Build observability-first systems with tracing, metrics, logs, guardrails, and fallback paths

7. Partner closely with applied ML teams on prompt / tool schemas, routing, evaluation datasets, and safe releases

8. Ship independently and own systems end-to-end

Requirements :

1. 6-10 years of backend / platform engineering experience (Senior SDE or Staff-ready)

2. Strong experience building distributed, production-grade systems

3. Hands-on exposure to ML-adjacent systems (serving, retrieval, orchestration, inference pipelines)

4. Proven ownership of reliability, performance, and cost optimization in production

5. Must be based in Mumbai or Bangalore

6. Ability to work mandatory in-office

7. Experience with greenfield AI platform development

8. Experience working with US enterprise clients

9. Foundation / platform engineering background

• Interested candidates, mail your resume to info@kaveedhanconsulting.com or call +91 93666 66499