About the Company
At Avaron, you get the security of permanent employment combined with the variety of working at different customers. We place specialists across everything from tech, IT and industry to project management and business support – and whatever the assignment, you have a consultant manager who is there for you and your development.
About the Role
You will join an advanced AI environment where deep learning is used to solve real challenges in autonomous driving and advanced driver-assistance systems. The focus is on end-to-end learning, large-scale training, and production-ready solutions that need to perform in complex real-world scenarios.
You will work closely with specialists in perception, planning, and software engineering, with the opportunity to influence both model design and how solutions are deployed. This is a strong fit if you want to work hands-on with cutting-edge deep learning in a domain where the technical challenge is high and the impact is tangible.
Job DescriptionYou will develop and optimize deep learning models for end-to-end driving.
You will design and work with spatio-temporal neural networks.
You will build scalable pipelines for data processing and model training.
You will train models on large-scale datasets and integrate them into production systems.
You will explore and evaluate architectures such as transformers and recurrent neural networks.
You will collaborate with specialist teams to deploy models for real-world use.
RequirementsDeep knowledge of spatio-temporal neural networks.
Strong background in deep learning, software development, and data engineering.
Strong proficiency in Python.
Experience with deep learning frameworks such as PyTorch or TensorFlow.
Strong proficiency in C++.
Solid understanding of statistics and geometry.
Strong analytical and problem-solving ability, together with effective collaboration skills.
Ability to complete a mandatory background check before start.
Nice to haveExperience with transformers.
Experience with RNNs.
Experience with multi-head attention.
Experience with perception systems, including computer vision, lidar, and radar.
Experience with tracking.
Experience with sensor fusion.
What We OfferPermanent employment at Avaron AB
Occupational pension
Wellness allowance of SEK 5,000 per year
Application
Selections are made on an ongoing basis – apply as soon as you can.