Vacant job

At Avaron, you get the security of a permanent employment combined with the variety of working on-site at different clients. We recruit specialists in everything from technology, IT, and industry to project management and business support – and regardless of the assignment, you have a consulting manager who is there for you and your development.

You will step into an advanced AI environment within autonomous driving, where the focus is on developing the next generation of systems for self-driving vehicles. Here, you work with end-to-end learning in solutions that need to make safety-critical decisions in real-time and function in real-world traffic environments.

The role spans the entire chain: from data processing and model training to optimization and integration into production systems. You become part of a cross-functional team with expertise in perception, planning, and software development, where you get to work closely with other specialists to take AI models from idea to real-world use.

This is an exciting opportunity for you who want to combine deep technical expertise in deep learning with concrete impact in complex, production-deployed autonomous systems.

• You develop and optimize deep learning models for end-to-end driving.
• You build scalable pipelines for data processing and model training.
• You experiment with advanced architectures, such as transformers and recurrent networks.
• You work closely with other teams to implement and deploy models in real-world systems.
• You contribute to developing production-ready AI solutions for real-time environments.
• You influence how models are designed, trained, and improved to meet high demands for performance and robustness.

• Deep expertise in spatio-temporal neural networks.
• Strong background in deep learning, software development, and data engineering.
• Very good knowledge of Python.
• Experience with TensorFlow or PyTorch.
• Good understanding of statistics and geometry.
• Experience working with complex systems in production.

• Experience with transformers, RNNs, and multi-head attention.
• Experience with autonomous systems or self-driving vehicles.
• Experience with real-time systems and safety-critical applications.

• Permanent employment at Avaron AB
• Pension benefits
• Wellness allowance of 5,000 SEK per year

We are recruiting continuously – please apply as soon as possible.