Senior Engineer - Deep Learning/AIML

Role Overview

We are seeking an Algorithm Engineer with strong skills in perception-driven algorithm development to join the Algo Dev team. The role involves end-to-end design and implementation of perception algorithms contributing to the AI production stack for next-generation vehicles.

Key Responsibilities

• Benchmark state-of-the-art algorithms 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 root cause analysis, and ensure the performance, robustness, and reliability of perception algorithms across the AI production stack.
• Collaborate with globally distributed cross-functional teams 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.

Minimum Qualifications

• Bachelor’s or Master’s degree in Computer Vision, Computer Science, or a related field.
• 3–6 years of experience developing computer vision algorithms for real production-grade scenarios.
• Strong expertise in Python and libraries including OpenCV, SciPy, and PyTorch.
• Knowledge of state-of-the-art CNNs and machine learning/deep learning model training using large-scale real and artificial datasets.
• Strong understanding of camera ISP pipelines, including exposure control, gain, white balance, image-quality parameters, and real-time environmental effects on algorithm performance.
• Knowledge of machine learning 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.
• Understanding of performance metrics, benchmarking, and error analysis for perception systems.
• Experience optimizing models for runtime performance, latency, memory footprint, and edge or embedded deployment constraints.
• Research publications in top-tier journals or conferences, such as CVPR or ICCV, and/or automotive patents.
• Experience with diverse camera modalities, including RGB, NIR, FIR, and depth.

Benefits

Employee discounts, possible health benefits, mobile phone benefits, possible meal discounts, company retirement benefits, hybrid work, possible mobility offers, employee events, coaching, flextime, possible parking, an in-house doctor, good public transport, a barrier-free workplace, near-site childcare, and a canteen or 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