Senior AI Engineer
LevelSeniorExperience12+ years software engineering; 2+ years building LLM-powered applications in productionMust havePython (production-grade); LLM application development; agentic AI / agent frameworks; RAG pipeline implementation; AI evaluation and testingMust haveMCP or equivalent tool-use protocol experience; prompt engineering at production scaleNice to haveTypeScript; Neo4j or graph databases; SAP AI Core or equivalent enterprise AI runtime; financial services domain knowledge
Hands-on builder first. This is not an architecture-only role the role is expected to write production code alongside the team, lead by doing, and be the most technically capable person on the Agent Skills Team.
- LLM Foundations deep understanding of transformer behaviour, tokenization, context windows, sampling controls, hallucination patterns, and latency/cost tradeoffs; uses this knowledge to make sound model selection and prompt architecture decisions
- Production-grade prompt engineering task decomposition, system/developer/user prompt layering, reusable templates, guardrails,



adversarial robustness testing (jailbreak resistance, edge-case handling), and prompt versioning with experiment tracking and rollback
- AI evaluation & quality engineering designs eval frameworks with metrics covering accuracy, groundedness, safety, latency, and cost; builds automated eval pipelines (LLM-as-judge, golden sets, regression suites); owns observability including trace logs, failure clustering, and drift detection
- Agentic AI & A2A orchestration hands-on implementation of agent orchestration, multi-step reasoning, ReAct / plan-and-execute; designs A2A patterns (agent roles, delegation, handoff protocols, state boundaries) and multi-agent governance (permissions, execution constraints, escalation paths)
- MCP (Model Context Protocol) builds and owns common MCP servers; defines tool schemas, capability discovery, and interface contracts; implements tool reliability patterns (in

📌 Artificial Intelligence Engineer (Bengaluru)
🏢 Abacus Service
📍 Bengaluru