ML Ops -AWS Engineer - ML-Planner

BMW TechWorks India Private Limited; India; On-site; INR 900,000 - 1,500,000; Full time

Job summary

BMW TechWorks India Private Limited is seeking a skilled ML/ADAS evaluation engineer to extend and automate the evaluation framework for End-to-End ADAS stacks in an Indian context. The role involves developing algorithms for the simulation framework and expanding test scenarios while integrating cloud services for ML evaluation.

Ideal candidates have ML-focused education, experience leading ML projects, and familiarity with ADAS simulation frameworks.

Qualifications

• University degree in Computer Science, Electrical Engineering, or a related field.
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Responsibilities

• Develop evaluation algorithms for simulation framework.
• Automate the cross-platform evaluation pipeline.
• Maintain and expand test scenarios in simulation framework.
• Make evaluation compatible with End-to-End ADAS stack.
• Use and shape cloud services for ML-Evaluation pipeline.

Skills

Python

C++

AWS

Docker

PyTorch

Data Structures

Algorithms

CI/CD

Git

Education

B.Tech/B.E in Computer Science / Electrical Engineering or related

Tools

Argo Workflows

Infrastructure as Code

Database frameworks

Job description

B.Tech/B.E

Job Description

Role

What awaits you/ Job Profile

You will be responsible for extending the current evaluation framework towards End-to-End ADAS stacks

• Develop evaluation algorithms for simulation framework
• Automate the cross-platform evaluation pipeline
• Maintain and expand test scenarios in simulation framework
• Make evaluation compatible with End-to-End ADAS stack
• Use and shape cloud services for ML-Evaluation pipeline

What should you bring along

Education

• University degreeinComputer Science,Electrical Engineering, or a related field
• Ideally specialization inMachine Learning

Experience

• Project lead in ML context, ideally familiar with the entire ML pipeline, including: Data handling, Model training, Deployment, Evaluation
• Project experience: Repeated training/deployment/evaluation of ML models
• Ideally experienced in software development within the Automotive Industry
• Ideally 1+ years’ experience with ADAS simulation frameworks

Soft Skills and Mindset

• Excellent communication skills, enabling independent coordination with interface partners
• Ability to manage and maintain data and documentationin compliance with BMW standards
• Team-orientedwith a collaborative approach
• Innovation-drivenand open to new ideas and technologies
• Proactiveand solution-focused

Technical skill s

• Very good skills in python, C++
• Understanding of ADAS functions and closed-loop simulation
• Experience in using cloud services for ML (e.g. docker, AWS)
• Scaling of ML in production
• Experience with statistics and database frameworks
• Good skills Machine Learning and ML-Frameworks (e.g. pytorch)
• Experience with general SW-development tooling (e.g. code versioning (git), requirements)
• Statistical Methods

Skills : Python; Data Structures; Algorithms; AWS (Expert); CI/CD; Infrastructure as Code; Argo Workflows; Production Deployments