Location: Budapest, Hungary
AI Research Engineer - 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.
Since accurate understanding of the vehicle's surroundings is at the heart of
self-driving applications, detecting and providing 3D properties of the
objects surrounding the car is one of the fundamental building blocks in
delivering a reliable autonomous vehicle. To enable high-quality detections,
error-free training data for neural networks is essential.
As a Research Engineer in the aiNotate team, you will be participating 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. Your solution will work in different environments (e.g., highways,
rural, and urban), and you will see your code running in aiMotive's and its
customer's data pipeline.
Job Summary
Research, develop, and implement algorithms to improve the quality and
robustness of the auto-annotation pipeline using supervised and self-
supervised learning.
Develop detection and tracking solutions based on various sensor data
Reconstruct 3D environments with NeRFs
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
The opportunity to solve difficult problems with immediate real-world
applications
Competitive salary and fitness opportunities
Free lunch every workday at one of the best all you can eat restaurants in
Budapest
Work on the hottest applied research problem at one of the fastest growing
startup in Europe
Develop solutions for the largest car manufacturers and their suppliers in
the US, Europe and Asia
Visit relevant international conferences, submit patents of new solutions
We believe: people over process, we are keen to maintain a work-life
balance
