AIQX Senior Machine Learning Engineer

Greetings from BMW Techworks India

Role: AIQX Senior Machine Learning Engineer

Location: Chennai

Experience: 7 to 10 Years

What awaits you/ Job Profile:

Our vision is to provide an overarching platform for AI-based quality assurance (AIQX) in the global production network to accelerate the end-to-end quality control cycle in vehicle manufacturing. We develop these in an international feature team based on state-of-the-art technologies in close cooperation with our users in the plants.

We are looking for a Machine Learning Engineer to join our BMW teams of rock-solid specialists developing our AI-based quality assurance solution for BMWs plants.

In this position, you will take a lead role in the fourth industrial revolution (Industry 4.0) and work with latest technologies and trends, which mainly include topics like Machine Learning, Cloud and Edge computing.

Our services mainly run on the Microsoft Azure Cloud Platform. If you are a passionate developer, willing to take a lead role, sharing knowledge and giving guidance, are thrilled about latest technology, full of energy and ambition, hands-on and not afraid of making your hands dirty, this is the right position for you.

What should you bring along:

• BSc/BEng Computer Science, Math, Engineering
• Minimum 7+ years of experience in a similar role
• Develop, test and maintain high-quality software using Python
• Design and implement RESTful APIs
• Design and implement efficient machine learning and data pipelines on Azure
• Develop CI/CD workflows
• Establish efficient and automated processes for large scale data analysis of unstructured and structured data
• Implement MLOps processes for continuous improvement in the model lifecycle
• Support development of monitoring and re-training procedures for models in production
• Stay up to date with the latest advancements in data science techniques

Work closely with an international team of Data Scientists, Machine Learning and Software Engineers.

Must have technical skill:

• Very strong understanding of Python and its core libraries
• Proficiency in designing and developing APIs with experience in at least one of major frameworks (FastAPI, GraphQL, Django, or Flask)
• Experience with Deep Learning frameworks like TensorFlow and PyTorch
• Good understanding of DevOps tools and technologies such as Kubernetes, GitOps, CI/CD
• Experience with developing and deploying Machine Learning solutions

Good to have technical skills:

• Solid knowledge of Data Science and Deep Learning core skills.
• Good understanding of modern MLOps best practices
• Experience with cloud provider solutions, especially Azure
• Experience with building pipelines on Azure Machine Learning
• Basic understanding of networking and security practices on cloud
• Experience with task queue such as Celery
• Knowledge of SQL and NoSQL database