Robotec.ai is a software company that develops hi-tech solutions for robotics and automotive industries. We help our customers build state-of-the-art robotic simulations and testing tools to ensure their machines work safely and efficiently. Our engineers also develop various R&D projects and products. We believe that human centered robotics and open source are the future of sustainable growth.
We are believers in open source. You can check out some of our projects on GitHub .
We are looking for Junior / Mid Machine Learning Engineer who will help us develop and research ML 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.
What you will do:
- Develop and test Machine Learning tools for evaluation, data generation and model training.
- Work with synthetic datasets based on simulation engines.
- 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).
- 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 (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:
- At least basic 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).
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 ( 7 500 netto + VAT up to 15 000 netto + 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.