Engineer - Deep Learning/AIML

About MBRDI

Mercedes-Benz Research and Development India (MBRDI), headquartered in Bengaluru with a satellite office in Pune, is the largest R&D center for Mercedes-Benz Group AG outside of Germany. Our mission is to drive innovation and excellence in automotive engineering, digitalization, and sustainable mobility solutions, shaping the future of mobility.

Role Overview

We are seeking an Algorithm Engineer with strong skills in perception-driven algorithm development to join our Algo Dev team. In this role, you will take ownership of the end-to-end design and implementation of perception algorithms contributing directly to our AI production stack to deliver a highly efficient AI solution that powers perception, decision-making, and safety-critical systems in next-generation vehicles.

Key Responsibilities

• Benchmark state-of-the-art algorithms in the latest research space and devise novel, compute-efficient perception-based algorithms.
• Design and implement robust computer vision algorithms for diverse scenarios, including changing exposure, variable lighting conditions, and human articulations.
• Debug complex issues, conduct thorough root cause analysis, and ensure the performance, robustness, and reliability of perception algorithms across the AI production stack.
• Collaborate with cross-functional teams distributed globally to deliver robust and scalable AI algorithms.
• Document research work in compliance with AI process standards, including the EU AI Act and ASPICE ML Process.
• Use Python and libraries such as OpenCV, SciPy, and PyTorch.
• Apply knowledge of state-of-the-art CNNs and ML/DL model training using large-scale real and artificial datasets.
• Apply understanding of camera ISP pipelines, including exposure control, gain, white balance, and the effect of image-quality parameters and real-time environments on algorithm performance.
• Apply knowledge of ML processes for algorithm development.

Preferred Qualifications

• Experience developing and delivering production-grade perception algorithms in the automotive domain.
• Strong fundamentals in perception, computer vision, deep learning, VLMs, and generative AI.
• Strong understanding of performance metrics, benchmarking, and error analysis for perception systems.
• Experience optimizing models for runtime performance, including latency, memory footprint, and deployment constraints on edge or embedded systems.
• Published research in top-tier journals or conferences, such as CVPR or ICCV, and/or filed or granted patents in the automotive domain.
• Experience developing algorithms with diverse camera modalities, including RGB, NIR, FIR, and depth.

Qualifications

• Bachelor’s or Master’s degree in computer vision, computer science, or a related field.
• 1–2 years of experience developing computer vision algorithms, specifically for real production-grade scenarios.

Why Join Us?

Be part of a purpose-driven organization shaping the future of mobility. Work on cutting-edge technologies and global projects in a collaborative, diverse, and inclusive environment with access to world-class infrastructure and learning opportunities.

Equal Opportunity Statement

At MBRDI, we are committed to diversity and inclusion. We welcome applications from all qualified individuals, regardless of gender, background, or ability.

Benefits

• Employee discounts
• Possible health benefits
• Mobile phone for employees
• Possible meal discounts
• Company retirement benefits
• Possible hybrid work
• Mobility offers
• Employee events
• Coaching
• Possible flextime
• Parking
• In-house doctor
• Good public transport
• Barrier-free workplace
• Near-site childcare
• Canteen and café

Contact

Mercedes-Benz Research and Development India Private Limited
Brigade Tech Gardens, Katha No. 119560037, Bengaluru
MBRDI Recruitment E-Mail: mbrdi_recruitment@mercedes-benz.com