Senior Engineer - Deep Learning/AIML
Job Title: Senior Engineer - AI/ Deep Learning /Computer Vision
Level: T8 (Senior Engineer)
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.
Minimum Qualifications
Education: Bachelor's or Master's in Computer Vision/Computer Science or related fields
Core Experience: 3-6 years of experience in developing Computer Vision algorithms, specifically focusing on real production grade scenarios
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.
