Senior Machine Learning Engineer
DeepRec.ai — Munich, DE
- Published on
About the Role
I am hiring for Senior Machine Learning Engineer to lead the development of cutting-edge AI models for Occupant and Driver Monitoring Systems (OMS/DMS).
Key Responsibilities
- Computer Vision & ML Development: Design and develop models for Object Detection (Person Detection, Child Seat Detection, Gaze Detection), Pose Estimation (Head Pose Estimation, Facial Landmark Detection), Classification & Localization (e.g., identifying and locating phones or objects within the vehicle).
- Technical Leadership: Lead the technical direction of projects, including setting milestones and ensuring on-time delivery. Plan and review development cycles, mentor team members, and guide research efforts.
- Embedded Systems Integration: Optimize and port computer vision models to embedded platforms, ensuring model compatibility, performance, and efficiency on target hardware.
- Full ML Pipeline Ownership: Oversee data acquisition, preprocessing, and annotation. Manage training pipelines and model iteration cycles.
About the Candidate
Requirements:
- PhD (or equivalent research experience) in Machine Learning, Computer Vision, or a related field.
- Strong hands-on experience with Python (essential) and familiarity with C++ (nice to have).
- Proficient in PyTorch, TensorFlow, and OpenCV.
- Proven track record of deploying ML models to embedded systems.
Nice to Have
- Experience with Driver Monitoring Systems (DMS).
- Experience with GenAI i.e., Diffusions, GANs, etc…
About the Company
DeepRec.ai is at the forefront of AI technology, focusing on delivering innovative solutions in the field of occupant and driver monitoring systems.
Company Culture and Benefits
As a leader in AI development, DeepRec.ai fosters an environment of creativity, collaboration, and professional growth. We encourage our team to share ideas and contribute to our innovative projects in a dynamic and supportive workplace.