In the Artificial Intelligence Development Centre of Continental, we create next generation automotive software solutions which make automated driving safe and affordable. We work towards Vision Zero, a goal to eliminate fatal accidents happening every day on the world’s roads. In the Business Area of Autonomous Mobility, we are looking for creative minds who are passionate to shape the future of automated driving by delivering world-class perception and fusion systems.
Our teams develop software solutions for Driver Assistance (DA) and Automated Driving (AD) Systems, processing various automotive sensor data and providing a robust, scalable output to driving function modules
As a Deep Learning Engineer You will be responsible for:
Develop and apply SOTA technologies like diffusion models, multimodal networks, generative AI technologies.
Create, apply and evaluate novel deep learning methods to yield a comprehensive environmental model using data from cameras, lidar and radar sensors, and their combination
- Develop, analyze and improve deep learning algorithms for complex scene understanding, computer vision (2-D and 3-D object detection, semantic segmentation, human pose estimation), point cloud analysis, sensor fusion, model fusion, and more
- Access and use vast amounts of computing power and petabytes of internal and external data to train models
- Enable, perform and document evaluation and comparison of different machine learning approaches
- Work as part of an international team alongside renowned internal and external experts in the field. Benefit from university collaborations. Depending on interest, participate in real-world field tests.
- MSc or PhD in a quantitative field (e.g., computer science, electrical engineering, mathematics, physics, data science).
Minimum of 5 years of relevant work experience.
Strong expertise and passion for artificial intelligence.
Advanced proficiency in Python and PyTorch.
Solid understanding of computer science and software engineering principles.
Excellent English communication skills, both written and spoken.
- Collaborative mindset and ability to thrive in a professional team environment.
Nice to have:
- Excellent skills in C++
- Advanced skills in DevOps, Docker, Command Line Magic
- Experience in embedded systems optimization techniques
- Demonstrated experience in applying machine learning methods for real-world value creation
- Expertise in optimizing and fine-tuning deep neural networks
- Familiarity with large-scale data processing infrastructures and technologies
- Participation in exciting, highly innovative projects
- Personal career development and a challenging role with end-to-end
- responsibility
- Ability to directly deliver software into real products
- Access to cutting-edge technologies and to one of Europe’s largest in-house GPU clusters
- Opportunity to see your ideas turn into reality with our test vehicle
- Continuous development with access to numerous trainings, including
- technical skills, soft skills and language skills
- A friendly, respectful and collaborative work environment that
- encourages creativity and innovation
- Competitive compensation and a wide range of benefits, including:
- Private health insurance
- Bonus system
- Employee discounts
- Sport pass support
- Flexible work-from-home arrangements during
- Easily accessible office location in downtown Debrecen.
Ready to drive with Continental? Take the first step and fill in the online application.
