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Senior/ Staff Backend

Zyoin Group

bangalore urban, karnataka, India Full-time June 06, 2026
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Opportunity Description

Inference Optimization

  • Drive TTFT below 400ms for multi-step agent pipelines
  • Streaming optimization: first token to user while sub-agents are still running
  • KV cache strategy, prompt compression, dynamic context window management
  • Multi-provider routing: model selection by latency, cost, and task type across OpenAI, Anthropic, Gemini, and open-weight models

Agent Architecture

  • Design and implement Plan-Execute-Synthesize pipelines that run sub-agents in parallel DAGs, not sequential chains
  • Build reliable orchestration on top of Temporal: retries, timeouts, partial failure recovery, idempotency
  • Structured output enforcement: JSON schema validation, retry loops on malformed LLM output, graceful degradation
  • Tool call design: schema design that LLMs actually follow reliably across providers

Evaluation & Harness

  • Own the e...
Full-time architecture,backend,design,infrastructure,json,kafka,platform,postgresql,product,python,real-time,red,search,sed,test,testing

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