Onit, Inc.

Onit, Inc. - Senior AI Engineer Senior AI Engineer Pune, Maharashtra R&D – Engineering / Full-time / On-site apply for this job We’re seeking a Senior AI Engineer to design and ship production-grade agentic AI systems that automate complex workflows end-to-end. This is a hands-on, senior role with significant technical ownership. You’ll work closely with the Chief Architect, product, engineering, and domain experts to translate ambiguous, high-impact problems into reliable AI-driven user experiences. What success looks like: Ship AI capabilities that measurably improve user outcomes (quality, time saved, throughput) Build systems that are reliable by design: evals, observability, safety, and cost/latency controls from day one Iterate quickly using a tight loop of instrument → evaluate → improve → deploy What You’ll Do Agentic AI Feature & Workflow Development - Build and integrate AI-driven features using LLM APIs (OpenAI / Azure OpenAI, Anthropic, Gemini on Vertex AI) - Design and implement tool-using agents (structured function calling, schema validation, retries, fallbacks) - Build multi-agent workflows when appropriate (e.g., planner/worker, reviewer/critic, specialist routing) and know when a simpler architecture is better - Create agentic workflows such as document understanding, extraction, reasoning over evidence, task automation, and multi-step decision support - Own context engineering end-to-end: - - dynamic context assembly (retrieval + state + tool outputs) - context budgeting and compression/summarization - grounding strategies to reduce hallucinations and improve consistency - Implement retrieval-augmented generation (RAG) and search workflows using off-the-shelf vector stores and embedding services Evaluation, Quality & Iteration (Core) - Establish evaluation frameworks for accuracy, reliability, and output quality - Build task-specific eval suites: golden datasets, adversarial cases, regression tests, and rubric-based scoring