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Tata Elxsi
AI/ML Engineer - Automotive Domain
Tata Elxsi
Bengaluru•On-site•1-3 Yrs•2 hours ago
Job description
Overview
We are seeking a skilled AI/ML Engineer with strong expertise in MLOps and deep learning frameworks to join our automotive technology team.
Responsibilities
- Design, develop, and deploy machine learning models for automotive use cases (e.g., predictive maintenance, driver behavior analysis, ADAS support).
- Build and maintain MLOps pipelines for continuous integration, deployment, monitoring, and scaling of ML models.
- Work with large datasets from automotive systems (sensor data, vehicle telemetry, etc.).
- Implement and optimize models using TensorFlow or PyTorch.
- Collaborate with cross-functional teams including software engineers, data engineers, and domain experts.
- Ensure model performance, reliability, and scalability in production environments.
- Continuously improve ML workflows, automation, and deployment strategies.
- Strong hands-on experience with MLOps (CI/CD pipelines, model versioning, monitoring, deployment).
- Proficiency in Python programming.
- Expertise in TensorFlow or PyTorch frameworks.
Qualifications
- Knowledge of cloud platforms (AWS/Azure/GCP) is preferred.
- Understanding of automotive domain (ADAS, infotainment, vehicle data systems, etc.).
- Familiarity with containerization tools like Docker and orchestration tools like Kubernetes.
- Bachelors/Masters degree in Computer Science, Electronics, Data Science, or a related field.
- Relevant industry experience in AI/ML development
Nice to have
- Exposure to Artificial Intelligence (AI) and Machine Learning (ML) techniques.