What's the role?

As a Lead AI/ML Engineer, you will lead the design and development of production-grade AI/ML models, intelligent agents, pipelines, and services that power NDS HD Live Maps, ADAS and IVI maps, including automated data ingestion and validation. Your responsibilities span the entire AI/ML engineering lifecycle. Furthermore you will:

• Provide technical leadership in designing, developing, and deploying AI/ML solutions used to create, validate, and improve high-definition, ISA and ADAS maps.
• Own and drive end-to-end AI/ML system architecture, including data preprocessing, model deployment, inference pipelines, agent orchestration, agent deployment, monitoring, and scaling.
• Lead innovation and develop solutions based on machine learning, deep learning, NLP, Generative AI, and Agentic AI.
• Design and build intelligent agent-based systems that combine LLMs, deterministic tools, retrieval, reasoning, and workflow orchestration.
• Build AI/ML systems that are scalable, reliable, reproducible, explainable,



and optimized for production environments (on-cloud or in-vehicle).
• Implement MLOps practices including CI/CD for ML, model and prompt/version management, experimentation, monitoring, evaluation, and drift detection.
• Own one or more AI/ML or data components within the broader mapping, validation, and map delivery ecosystem.
• Collaborate with platform, backend, and data engineering teams to integrate AI/ML outputs into map compilation, validation, and delivery workflows.
• Work on feature requirements, model/agent behavior, accuracy expectations, evaluation strategies, and performance characteristics.
• Conduct code reviews, architecture reviews, and share best practices in AI/ML and software engineering.
• Champion efficient, reusable, high-quality code and drive continuous improvement in AI/ML development and engineering processes.

Who are you?

You are a rapid learner, with an eye for detail, strong problem-solving and debugging skills, and a

📌 Lead ML (Mumbai)
🏢 HERE
📍 Mumbai