Senior Computer Vision / ML Software Engineer

About dotLumen

300 million people need your code to change their lives. For thousands of years, blind individuals only had 2 mobility solutions: the guide dog and the white cane. At dotLumen, we are changing this paradigm. dotLumen builds Pedestrian Autonomous Driving, first showcased in the Glasses for the Blind. We are a research startup leveraging the most advanced AI, robotics, and neuroscience technologies to empower the blind. This is for the crazy ones, the ones that believe their work can change the world.

In just four years, dotLumen has become one of the most awarded startups globally. From opening Nvidia GTC in front of millions to winning the Red Dot: Luminary award and becoming the first Romanian company to raise over €9 million from the European Innovation Council (EIC), our journey has been remarkable. Our work is already in the history books, and our story is still being written. Come write it with us.

The Opportunity

You can contribute to developing Pedestrian Autonomous Driving, applied in the Glasses for the Blind, the most innovative mobility solution that will empower millions to live a better life.

Key Responsibilities

• Develop software, models, and computer vision flows for environmental understanding.
• Understand the input from the sensors (mostly vision, but not only), and implement algorithms that deal with noise reduction, fusion of multiple sensors, and decision based on data.
• Work with concepts such as real-time semantic segmentation / object-detection, advanced processing techniques on video or 3D point clouds (Feature Tracking, 3D Object Tracking, Visual Odometry, etc.).
• Religiously optimize the algorithms to make them as efficient as possible on the target embedded platform. This includes both single threaded and highly parallel (multi-core) algorithms.

Your Skills & Experience

• First and foremost, curiosity and grit. What you will be doing is on the cutting edge of what is possible and has never been done before.
• Intersection of ML and Classical Computer Vision, from 1D to 4D.
• Strong algorithmics skills, with proven experience in complex challenges, Olympiads, or other industry projects.
• Experience of C++ / Python, Git, developing large projects, etc.
• Highly mathematical mind with algorithm optimization knowledge.
• Strong documentation skills.
• Research experience is a plus.
• Experience with CUDA, SLAM, 2D/3D Mapping, ROS, is a plus.
• Graduate of technical universities or equivalent academics.
• Strong English skills.

Your Life at dotLumen

You will be part of the team which changed the world, from Romania. Your work will be pushing limits to improve the lives of millions.

• Each day is different. There is no monotony here, just great challenges, a creative environment, and fun colleagues.
• Your work will be used in days, not years.
• You will work within a small team, complementing each other.
• You’ll receive a lot of support. With time, we hope to see you do the same.

Otherwise, we have a nice IKEA showroom like HQ, good coffee, and loud music (but some quiet areas too).

What We Offer

• Attractive salary (obviously…).
• Employee Stock Option Program through which employees that bring a significant impact are rewarded with company stock.
• Private medical package.
• Flexible schedule.

Recruitment Process

1. We review your application.
2. The most suited candidates meet us for an informal discussion.
3. Next, we invite the best to join a challenge led by Cornel Amariei.
4. We get to meet the winner for the final interview with Cornel Amariei.

Key skills/competency

• Computer Vision
• Machine Learning
• Algorithm Optimization
• Embedded Systems
• Sensor Fusion
• Object Detection
• Semantic Segmentation
• C++
• Python
• 3D Point Clouds