Senior AI Algorithm Developer
Stoneridge, Inc.2 days ago
Novi, MI, USASenior
Responsibilities
- Deploy ADAS and AI features with system and software engineering teams for production vehicle programs.
- Design and optimize multimodal ADAS features using computer vision, machine learning, object tracking, and inputs from camera, IMU, radar, LiDAR, wheel odometry, GPS, and ultrasonic sensors.
- Develop, deploy, and debug real-time safety-critical embedded software in C/C++ and Python on ARM-based SoCs, MCUs, hardware accelerators, and GPUs.
- Develop RTMaps models for data logging and ADAS demonstrations.
- Implement and benchmark computer vision algorithms with OpenCV, OpenVX, OpenCL, and Vulkan on resource-constrained embedded platforms.
- Accelerate deep-neural-network inference for edge deployment using TensorRT, ONNX, and hardware-specific optimization techniques.
- Create technical documentation, validation reports, calibration procedures, and technical reviews while contributing to IP generation.
- Support software compliant with ISO26262 functional-safety and ISO/SAE21434 cybersecurity standards.
- Integrate and verify features on embedded target environments with system and software teams.
- Define test methodologies using Design of Experiments, participate in vehicle validation, analyze feature test logs, and prepare test reports.
Requirements
- Master’s degree in Robotics, Electrical Engineering, Computer Science, Mechanical Engineering, or a related field with strong AI research and development experience.
- At least 3 years of experience with C/C++, Matlab/Simulink, and Python.
- At least 3 years of experience with ML frameworks, libraries, data structures, data modeling, and software architecture.
- At least 3 years of experience developing embedded software, working with OpenVX, OpenCV, OpenCL, edgeML frameworks, and ADAS applied machine learning or computer vision.
- Experience shipping computer vision or sensor-fusion systems that combine multiple data streams in production environments with high precision and low latency.
- Knowledge of data recording and analysis, requirements analysis, verification, customer interfacing, and cross-functional collaboration.
Categories
About Stoneridge, Inc.
Stoneridge, Inc. designs and manufactures electrical and electronic systems for vehicle OEMs in automotive, commercial, off‑highway, and agricultural markets. Its portfolio includes actuation and driveline controls, instrument clusters and control modules, vision and safety systems, tachographs, and vehicle tracking and monitoring solutions, sold as embedded components and modules. Founded in 1965 and headquartered in Novi, Michigan, Stoneridge is a public company traded on the NYSE.