LiangDao is a leading system solution provider based on cutting-edge 3D sensing technology, including perception solutions, test & validation, and data services for both autonomous driving and smart city applications. Currently, we are expanding our expertise towards the robotics industry.
Pioneering the field, LiangDao has developed an end-to-end validation solution for autonomous driving, powered by AI automation. Our global customers include automotive OEMs, Tier-1 suppliers, and leading tech companies.
LiangDao has its European R&D center in Berlin, along with business operations centers in Munich. Globally, we strive to apply our innovative 3D sensing solutions to diverse challenges.
Location:
Berlin
(hybrid/on-site)
Type:
Full-time internship or working student
(40hrs/week)
Duration:
6 months
Your Responsibilities
- SLAM / World Model
- Support the development of SLAM, based on LiDAR and/or Camera
- Process and synchronize multi-sensor data (Camera / LiDAR / IMU / GPS)
- Improve localization and mapping modules
- MLOps for Environment Perception model
- Prepare and maintain datasets
- Perform data quality control (QC)
- Testing metrics design and implement
- Model Training and delivery
- Data Pipeline Testing / Validation
- Develop and test data processing pipelines
- Validate robustness and consistency of perception/training pipelines
- Test and analyze pipeline performance and debugging results
Your Profile
- Education: Enrolled student in Computer Science, Electrical Engineering, AI, Robotics, Mathematics or a related STEM discipline.
- Experience: Initial hands-on experience in software development through projects or internships.
- Technical Stack: Good knowledge of C++ and Python; Familiarity with Linux development environments; Strong understanding of data structures and algorithms; MLOps fundamentals
- General Skills: Basic knowledge of databases and Git; Strong problem-solving and analytical skills; Ability to work independently and collaboratively
- Languages: Fluent in English (German is a plus).
Preferred Qualifications
- Experience and passion in autonomous driving or robotics
- Multi-threading or high-performance computing experience
- Exposure to data-intensive systems or analytics workflows
- Familiarity with Docker and cloud platforms (AWS, GCP, Azure)
- Knowledge of CI/CD pipelines
What We Offer
- Flexible working hours
- Real-world experience with scalable systems and data workflows
- Mentorship from experienced engineers
How to Apply
Send your CV, GitHub profile, and relevant project examples via
- LinkedIn or
- Email to hr-berlin@liangdao.de. (Please ensure the email subject line contains the exact title of the position you are applying for (
"Embodied AI Algorithm Intern"
).
