Autonomous Vehicle Engineer
4 dni temu
We're looking for a skilled Machine Learning Engineer to develop ML/MLOps pipelines for the autonomous driving stack. As a member of our team, you'll work on generating synthetic datasets and object detection systems using modern simulation tools. If you have experience with perception layers, programming languages like Python, and knowledge of Deep Learning techniques, we want to hear from you
About Us:
Robotec.ai is a software company specializing in hi-tech solutions for robotics and automotive industries. Our engineers help customers build cutting-edge robotic simulations and testing tools. We believe in the importance of human-centered robotics and open-source innovation, driving sustainable growth. Our team consists of experts in robotics, simulation, and AI. Together, we create innovative solutions for the automotive industry.
Key Responsibilities:
- Design and implement ML/MLOps pipelines for the autonomous driving stack.
- Develop and test Machine Learning tools for evaluation, data generation, and model training.
- Automate ML pipelines.
- Collaborate with the perception layer of the AV/ADAS stack, including LiDAR, camera, radar, ultrasonic, IMU, and GPS sensors.
- Design perception algorithms for autonomous driving systems (object detection, classification, and tracking).
- Work with synthetic datasets based on simulation engines.
Requirements:
- University degree in Computer Science, Machine Learning, Computer Vision, or related field (last year students welcome).
- Strong understanding of Machine Learning and Deep Learning concepts.
What We're Looking For:
- Passionate Machine Learning Engineers who can design and implement complex pipelines.
- Knowledge of Deep Learning techniques and ability to apply them in real-world scenarios.
- Experience with programming languages like Python and familiarity with popular ML/DL libraries.
- Strong communication and teamwork skills for effective collaboration with clients.
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