1 Scorg Technologies Pvt.ltd. Job
4-10 years
Senior Artificial Intelligence/Machine Learning Engineer - ADAS Apps (4-10 yrs)
Scorg Technologies Pvt.ltd.
posted 4d ago
Flexible timing
Key skills for the job
Automotive-grade development standards (C++ is a MUST)
Details of the Opportunity :
Job Role : AIML Engineer with C++
Job Location : Pune
Mode of work : Hybrid
Mode of Hire : FTE
Must Have :
Position Overview :
We are seeking a highly skilled Senior AI/ML Engineer to develop and optimize AI models for ADAS applications. The ideal candidate will have experience in deep learning, computer vision, sensor fusion, and real-time embedded AI deployment. You will work closely with cross[1]functional teams to build robust perception and decision-making models for next-generation automotive safety and automation.
Key Responsibilities :
- Design, develop, and deploy AI/ML models for ADAS applications such as object detection, segmentation, tracking, and path planning.
- Develop computer vision and sensor fusion algorithms integrating data from LiDAR, radar, cameras, and other sensors.
- Optimize deep learning models for real-time performance on embedded automotive hardware (e.g., NVIDIA Drive, Qualcomm Snapdragon, custom ASICs).
- Collaborate with software engineers to implement AI models into embedded systems and cloud environments.
- Conduct data collection, annotation, and augmentation for model training and validation.
- Develop robust testing frameworks to evaluate AI model performance under diverse driving conditions.
- Stay up to date with the latest research in AI/ML and automotive perception, integrating innovations into production systems
Qualifications :
- Master's or PhD in Computer Science, Electrical Engineering, Robotics, or a related field.
- 5+ years of experience in AI/ML development, with a focus on deep learning and computer vision.
- Strong proficiency in TensorFlow, PyTorch, OpenCV, and ROS.
- Experience with real-time AI inference optimization on edge computing platforms (e.g., TensorRT, ONNX, OpenVINO).
- Familiarity with automotive-grade development standards (C++ is a MUST).
- Experience working with autonomous vehicle datasets (e.g., KITTI, nuScenes, Waymo Open Dataset).
- Knowledge of SLAM, sensor fusion, Kalman filters, and state estimation.
- Strong problem-solving skills and ability to work in a fast-paced startup environment.
Functional Areas: Other
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4-10 Yrs