Machine Learning (ML)
Java
Python
Scala
Go Programming (Golang)
NodeJS (Node.js)Company Description
Appiness Interactive Pvt. Ltd. is a Bangalore-based product development and UX firm that specializes in digital services for startups to fortune-500s. We work closely with our clients to create a comprehensive soul for their brand in the online world, engaged through multiple platforms of digital media. Our team is young, passionate, and aggressive, not afraid to think out of the box or tread the un-trodden path in order to deliver the best results for our clients. We pride ourselves on Practical Creativity where the idea is only as good as the returns it fetches for our clients.
Position Overview:
Senior backend engineering role focused on building and operating ML-backed backend systems powering a large-scale AI product. This is a core foundation/platform role with end-to-end system ownership in a fast-moving, ambiguous environment within a high-intent foundation
engineering pod of 10 engineers.
Key Responsibilities:
● Design, build, and operate ML-backed backend systems at scale
● Own runtime orchestration, session/state management, and retrieval/memory pipelines (chunking, embeddings, indexing, vector search, re-ranking, caching, freshness & deletion)
● Productionize ML workflows: feature/metadata services, model integration contracts, offline/online parity, and evaluation instrumentation
● Drive performance, reliability, and cost efficiency across latency, throughput, infra usage,
and token economics
● Build observability-first systems with tracing, metrics, logs, guardrails, and fallback paths
● Partner closely with applied ML teams on prompt/tool schemas, routing, evaluation
datasets, and safe releases
● Ship independently and own systems end-to-end
Required Skills:
● 6+ years of backend/platform engineering experience
● Strong experience building distributed, production-grade systems
● Hands-on exposure to ML-adjacent systems (serving, retrieval, orchestration, inference pipelines)
● Proven ownership of reliability, performance, and cost optimization in production
● Must be based in Mumbai or Bangalore
● Ability to work mandatory in-office
Preferred (Bonus) Skills:
● Experience with greenfield AI platform development
● Already based in Mumbai
● Experience working with US enterprise clients
● Foundation/platform engineering background
Shubham Vishwakarma
Full Stack Developer - Averlon
About Appiness Interactive Pvt. Ltd.
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Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon