Deep Learning Engineer jobs

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.

Job Title: Engineer – AI/ Deep Learning / Computer Vision

Location: Bangalore

Role Overview

We are seeking 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

• Research & Implementation: Benchmark SOTA algorithms in the latest research space & devise novel and compute-efficient perception-based algorithms

• Algorithm Development for production quality: Design and implement robust Computer Vision Algorithms that are robust to diverse scenarios - changing exposure, variable lighting conditions, human articulations etc.

• 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

• Strong documentation of research work compliant with AI process standards – EU AI Act, ASPICE ML Process etc.

• Technical Skills:

o Strong expertise in Python and libraries like OpenCV, SciPy, and PyTorch

o Know how of SOTA CNNs, ML/DL Model training using large scale datasets – both real and artificial datasets

o Strong understanding of Camera ISP (Image Signal Processor) pipelines, including exposure control, gain, and white balance and how IQ parameters and real time environments affect

algorithm performance

• Know-how of ML processes for algorithm development

Preferred Qualifications

• Experience developing and delivering production grade perception algorithms in Automotive domain

• Strong in fundaments of Perception/ Computer Vision/ Deep Learning/ VLMs / Gen AI

• Strong understanding of performance metrics, benchmarking, and error analysis for perception systems

• Experience in optimizing models for runtime performance, including latency, memory footprint, and deployment constraints on edge/embedded systems

• Publication Record: Published research in top-tier journals or conferences (e.g., CVPR, ICCV) and/or having filed/granted patents in Automotive domain

• Experience working with algorithm development with diverse camera modalities – RGB, NIR, FIR, Depth etc.

• Education: Bachelor’s or Master’s in Computer Vision/Computer Science or related fields

• Core Experience: 1-2 years of experience in developing Computer Vision algorithms, specifically focusing on real production grade scenarios

Why Join Us?

Be part of a purpose-driven organization that’s shaping the future of mobility. Work on cutting-edge technologies and global projects. Thrive in a collaborative, diverse, and inclusive environment. Access 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.