Machine Learning Researcher

About the Role: Machine Learning Researcher at dotLumen

Join dotLumen and contribute to a mission that will change the lives of 300 million people. For millennia, blind individuals have relied on guide dogs and white canes. Your code can now pioneer Pedestrian Autonomous Driving, integrated into innovative Glasses for the Blind. This is a unique opportunity for those passionate about leveraging cutting-edge technology to empower millions and transform the world.

Key Responsibilities

• Develop software, models, and computer vision flows for comprehensive environmental understanding.
• Implement advanced algorithms to process sensor input (primarily vision), focusing on noise reduction, multi-sensor fusion, and data-driven decision making.
• Work with concepts like real-time semantic segmentation, object-detection, and advanced processing techniques on video or 3D point clouds (e.g., Feature Tracking, 3D Object Tracking, Visual Odometry).
• Religiously optimize algorithms for maximum efficiency on target embedded platforms, including both single-threaded and highly parallel (multi-core) designs.

Your Skills and Qualifications

We are looking for individuals with a rare blend of curiosity and grit, ready to push the boundaries of what's possible in an unprecedented field.

• Deep understanding of the intersection between ML and Classical Computer Vision, across 1D to 4D data.
• Strong algorithmic skills, demonstrated through complex challenges, Olympiads, or industry projects.
• Proficiency in C++ and Python, with experience in Git and developing large-scale software projects.
• Highly mathematical mindset coupled with extensive knowledge in algorithm optimization.
• Strong documentation skills.
• Research experience (a plus).
• Experience with CUDA, SLAM, 2D/3D Mapping, ROS (a plus).
• Graduate of technical universities or equivalent academic background.
• Strong English communication skills.

Life @dotLumen

Be part of a world-changing team based in Romania. Your work will directly impact millions of lives, offering a dynamic and creative environment where challenges are constant, and your contributions are deployed rapidly.

• Experience daily variety with engaging challenges and fun colleagues.
• See your work deployed and make an impact in days, not years.
• Collaborate closely within a supportive, small team.
• Benefit from a modern HQ with great coffee and both vibrant and quiet zones.

What We Offer

• Attractive salary.
• Employee Stock Option Program for significant contributors.
• Private medical package.
• Flexible schedule.

Our Recruitment Process

Our 4-step process ensures we find the best talent:

1. Application review.
2. Informal discussion with suited candidates.
3. A challenge led by Cornel Amariei.
4. Final interview with Cornel Amariei for the winner.

About dotLumen

dotLumen is a research startup revolutionizing mobility for the visually impaired with Pedestrian Autonomous Driving in Glasses for the Blind. Tackling a challenge that affects over 300 million people, we blend advanced AI, robotics, and neuroscience. In just four years, dotLumen has become a globally awarded startup, recognized by Nvidia GTC, Red Dot: Luminary, and securing over 9 million from the European Innovation Council (EIC). Join us in writing the next chapter of this historic journey.

Key skills/competency

• Machine Learning
• Computer Vision
• Algorithm Optimization
• Real-time Systems
• Sensor Fusion
• C++ Programming
• Python Programming
• Embedded Systems
• Object Detection
• Semantic Segmentation