Futran Tech Solutions
AI ML Engineer
Skills
2 months ago
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Important information
Contract type:
Permanent
Location:
Pune, Maharashtra, India
Work mode:
Hybrid
Published on:
21 August 2026
What they need
Lead the agentic AI engineering function responsible for the design, architecture, and quality of all AI agents on the platform. Define engineering standards for prompt design, agent evaluation, and LLM integration across the team.
WHAT YOU'LL DO
- Architect the agent engineering framework: orchestration patterns, prompt governance, and tool-calling standards
- Lead design review of all agent implementations across the team
- Own the RAG pipeline architecture: embedding strategy, retrieval optimization, and accuracy benchmarks
- Define the agent evaluation framework: golden datasets, confidence calibration, regression testing
- Set prompt engineering standards and chair the prompt review board
- Mentor JL1 engineers on agent development and evaluation
- Monitor and optimize agent performance in production: latency, cost, and accuracy
REQUIRED SKILLS & EXPERIENCE
10+ years in AI/ML engineering; 5+ years with production LLM systems Deep expertise in prompt engineering, agent design, and LLM integration
Experience architecting RAG pipelines at scale Agent evaluation: hallucination testing, confidence scoring, regression frameworks
Python expert; TypeScript/Node.js familiarity a
plus Experience leading AI/ML engineering teams
Understanding of LLM cost management, token
budgeting, and latency optimization
NICE TO HAVE
- Experience with Model Context Protocol (MCP) or tool-calling standards
- Background in enterprise AI platform builds
- Knowledge of ITSM or IT operations domains
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