Staff Engineer, Machine Learning 6 -12 Years

Job Description

We are seeking a hands-on Backend Engineer to build and operate the core AI/ML-backed systems powering BharatIQ’s consumer experiences at scale, requiring prior production delivery of ML-enabled backend platforms (not on-the-job ML learning). The role involves designing and running AI product runtime services including orchestration, session/state management, policy enforcement, and tool integration; implementing end-to-end retrieval and memory pipelines (document ingestion, chunking, embeddings, vector indexing, hybrid search, re-ranking, caching, freshness, and deletion semantics); and productionizing ML workflows with strong online/offline parity, feature and metadata services, model contracts, and evaluation instrumentation. You will own performance, reliability, and cost optimization across latency, throughput, cache efficiency, and infrastructure, with observability-by-default through tracing, structured logging, metrics, guardrails, and resilient ...