Location: Budapest, Hungary
Research Scientist - aiNotate
Developing automated driving requires a complete, mature toolchain to collect,
generate, use and manage the data needed for a safe and robust solution.
aiData is the most advanced, data-driven pipeline for automated driving that
reduces the complexity of the processing with high automatization while still
ensuring automotive quality.
An accurate understanding of the surroundings of the vehicle is at the heart
of self-driving applications, detecting and providing 3D properties of the
objects surrounding the vehicle is one of the fundamental building blocks in
delivering a reliable autonomous vehicle. In order to enable high-quality
detections, error-free training data for neural networks is essential.
As a Research Engineer in the aiNotate team, you will take part in prototyping
new solutions, porting prototypes as reliable modules into the auto-annotation
pipeline generating training data for neural networks used in real-time self-
driving applications, and improving and benchmarking existing solutions. You
will work in different environments like driving on a highway, city and you
will see your code running in aiMotive's and customer's data pipeline.
Job Summary
Research, develop and implement algorithms to improve the quality and
robustness of the auto-annotation pipeline using supervised, self-
supervised and active learning
Develop detection and tracking solutions based on various sensor data
Integrate prototype models into the auto-annotation pipeline
Key Qualifications
MS, or PhD in Computer Science, Robotics, Physics, Mathematics, or related
field
Python programming skills
Strong mathematical skills (linear algebra and probability
distributions)
Familiarity with neural network frameworks such as PyTorch, TensorFlow
Intermediate English skills
Ability to work independently and systematically
Considered as a plus
Programming in C++, working in Linux
Experience in Docker, Jenkins, Kubernetes
Experience in image processing and traditional computer vision
What We Offer
Competitive salary and long-term bonus system
Fitness opportunities
Free lunch every workday, nearby at one of the best all-you-can-eat
restaurants in Budapest or delivered by Wolt for Work
Work on the hottest applied research problem in an agile working culture,
backed by a strong, stable and future-proof industrial partnership
Develop solutions for one of the largest car manufacturer with a global
reach
Test your solution in realistic simulated scenarios and a fleet of cars
across multiple continents every day
Be proud of seeing your solution on the road
Visit relevant international conferences, submit patents of new solutions
We believe: people over process, we are keen to maintain a work-life
balance
