Robotec.ai is a software company that empowers the development of simulation platforms for robotics applications. Our Simulation and Robotics teams deliver ROS 2-enabled, scalable simulation solutions for automotive, agriculture, manufacturing, logistics, mining & construction. Our Driver Monitoring Team provides data for training and validation of Driver Monitoring System algorithms. We believe that human centered robotics and open source are the future of sustainable growth.

We are looking for a Machine Learning Engineer who will help us develop ML/MLOps pipelines for the autonomous driving stack. As a member of our Machine Learning team, you will also take part in generating synthetic datasets and object detection systems using modern simulation tools based on game engines and state of art Deep Learning techniques.

If you want to learn more about projects you will work on in our company, check out our Case Studies or our projects on GitHub.

What you will do:

• Develop and test Machine Learning tools for evaluation, data generation and model training.

• Automate ML pipelines.
• Work with perception layer of the AV/ADAS stack including LiDAR, camera, radar, ultrasonic, IMU and GPS sensors.
• Develop perception algorithms for autonomous driving systems (object detection, classification and tracking).
• Work with synthetic datasets based on simulation engines.
• Develop algorithms and software to explore the rich world of autonomous vehicles operating conditions.

• Work with time series data from connected and automated vehicles.
• Develop novel detection anomalies solutions.

Requirements

• University degree in Computer Science, Machine Learning, Computer Vision or related field (last year students are also welcome).
• Good understanding of Machine Learning and Deep Learning concepts.

• Solid software engineering skills in Python.
• Practical experience with ML / Data Science related frameworks and libraries such as PyTorch, Tensorflow, Numpy, Pandas and Matplotlib.
• Familiarity with collaboration tools and methods such as git or CI.
• Excellent communication and teamwork skills.
• At least C1 level of English in both writing and speaking in order to communicate with foreign clients.

Nice to have’s:

• Experience with cloud infrastructure, especially on AWS
• Familiarity with robotics, sensors and simulations based on game engines (Unity3D, Unreal Engine)
• Experience with (3D) Object Detection, time series datasets and anomaly detection methods.
• Programing skills in strongly typed languages (e.g. C++, Go)

Benefits

What’s in it for you:

• Work with the best experts in robotics, simulation using the latest technologies.
• Opportunity to contribute to open source.
• Competitive salary (up to 18 000 + VAT).
• Cosy office space at Hala Koszyki, Warsaw.
• Private medical care and sports card.
• Flexible working hours in hybrid mode.
• Friendly and team-oriented culture.