Aera Technology4 дня назад
Senior AI/ Machine Learning Engineer
Зарплата не указана
Full-timePune
Обязанности
- 01Set technical direction for agentic systems at Aera
- 02Choose the architecture, write the design docs, and make the call on build-vs-buy, model selection, and framework adoption
- 03Own the agentic platform end to end: multi-step reasoning, tool use, subagent orchestration, agent memory, and long-horizon autonomous loops
- 04Own the evaluation discipline for the org, not just your own features
- 05Establish the reusable substrate — shared tool and skill surfaces, MCP servers, context strategies, prompt-caching and routing layers
- 06Drive performance, cost, and reliability across the full set of levers
- 07Raise the bar around you
- 08Mentor engineers, review designs and agent-generated code with real rigour
- 09Own agent security as a design property
- 10Partner with Data Science, Engineering, DevOps, and Product to turn ambiguous business problems into systems
- 11Evaluate emerging AI techniques and give the organization a defensible point of view
Требования
- 01B.E./B.Tech in Computer Science, Computer Engineering, or a related field
- 025–8 years in software engineering and architecture
- 03At least 3 years designing and deploying ML or LLM-based systems
- 0412+ months building agentic or LLM-powered systems that reached production
- 05Experience setting technical direction others followed
- 06Systems thinking ability
- 07Power user of agentic coding tools
- 08Fluent in current agentic engineering practice
- 09Strong opinions about evaluation
- 10Deep Python knowledge
- 11FastAPI or equivalent for production services
- 12Strong distributed-systems fundamentals
- 13Experience with large datasets and ML pipelines
- 14Hands-on with PyTorch, Hugging Face, scikit-learn, pandas
- 15Containerized microservices and CI/CD experience
- 16Humble and adaptable about code and frameworks
- 17Excellent writing and argumentation skills
Условия
- 01Role will be based in our Pune office