Machine Learning Specialist
5 dni temu
At Robotec.ai, we are pushing the boundaries of artificial intelligence and robotics. Our team is dedicated to developing cutting-edge solutions for the automotive industry, focusing on autonomous driving systems. As a Machine Learning Engineer at our company, you will be part of a talented group of experts working on innovative projects.
We are seeking an experienced AI professional to join our team and contribute to the development of ML/MLOps pipelines for the autonomous driving stack. Your key responsibilities will include:
- Designing and implementing Machine Learning tools for evaluation, data generation, and model training.
- Automating ML pipelines to ensure efficiency and scalability.
- Collaborating with our perception team to develop algorithms for object detection, classification, and tracking using various sensor inputs, including LiDAR, camera, radar, ultrasonic, IMU, and GPS sensors.
- Developing and testing synthetic datasets based on simulation engines to support machine learning model training.
Requirements:
- University degree in Computer Science, Machine Learning, Computer Vision, or related field.
- Strong understanding of Machine Learning and Deep Learning concepts.
- Solid software engineering skills in Python, with experience in frameworks such as PyTorch, Tensorflow, Numpy, Pandas, and Matplotlib.
- Familiarity with collaboration tools and methods, including git and CI/CD practices.
- Excellent communication and teamwork skills, with proficiency in English for effective collaboration with international teams.
Nice to have:
- Experience with cloud infrastructure, especially AWS.
- Familiarity with robotics, sensors, and simulations using game engines (Unity3D, Unreal Engine).
- Background in 3D Object Detection, time series datasets, and anomaly detection methods.
We offer a dynamic work environment with opportunities to grow and learn alongside the best experts in robotics and AI. Join us in shaping the future of autonomous vehicles
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