Meltplan→
HR Job at Meltplan in Bengaluru, Karnataka, India
Entry LevelOn-siteBengaluru, Karnataka, India
Job Description
Summary: Join MeltPlan as a Systems Engineer for AI, where you'll design and implement intelligent systems for the construction industry. Your work will ensure that AI workflows are structured, observable, evaluated, economical, and production-grade, transforming construction planning into a precise and reliable process.
Responsibilities:
Architect AI workflows using DAG-based orchestration
Design structured prompt systems and agent flows
Build evaluation frameworks (automated + human-in-the-loop)
Implement observability: logging, tracing, failure analysis
Optimize token usage, latency, and cost across workflows
Design retrieval systems (embeddings, chunking, ranking)
Create guardrails and structured outputs for reliability
Continuously improve model performance with measurable metrics
Qualifications:
Strong backend or systems engineering fundamentals
Experience building production AI systems (not demos)
Understanding of prompt design and structured outputs, RAG systems, evaluation pipelines, and workflow orchestration
Monitoring and logging experience for LLM systems
Comfort debugging non-deterministic behavior
Ability to think in tradeoffs (latency vs cost vs quality)
Bonus: Experience with multi-step agent systems, internal eval harness design, token economics optimization, and working with real-world data environments