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Computer Vision Engineer - Self-driving cars

Ergalio
  • Machine learining
  • COMPUTER VISION
  • Fluent English
Полный деньSenior
#88151Минск По Задать вопрос

Project:

We're building a precise location service, specifically targeting the self-driving vehicle market.

Precision localization for Autonomous Vehicles (AVs) is a critical problem that remains unsolved and is quickly becoming a roadblock to general deployment of AVs at scale and increasing the safety of existing highly automated vehicles. Our unique solution easily plugs into existing AV architectures and achieves an accuracy of a few centimeters with costs a fraction of competing techniques, all using existing automotive hardware found on L2 vehicles.

The role:

We are looking for a bright engineer to lead our computer vision efforts, working on cutting edge, large scale localization problems.
You will be working closely with Domain experts with over 5 decades of applied precision localization experience to revolutionize the way self-driving cars detect and understand their position in 3D space to within 1 centimeter.
You will be part of our Minsk RnD team, working closely with Computer Vision and Engineering Teams based in San Francisco.

What you’ll work on:

  • Solving computer vision focused problems in real time on board a vehicle
  • Working closely with Computer Vision Team based in San Francisco, comprised of Computer Vision, Signal Processing and Sensor Fusion experts, on implementing computer vision algorithms and modifying them to run properly on low cost automotive grade hardware
  • Surveying and understanding the current state of the art, staying up to date with changes in the field, rapidly prototyping and evaluating algorithm effectiveness using quantitative benchmarks
  • Understanding trades between classical and learning based computer vision approaches and when to use which

What You Have:

  • Strong CS background
  • Experience with C++ 11/14
  • Experience with Python or Matlab for prototyping
  • Experience in machine learning
  • Experience with Structure from Motion, Visual Inertial Odometry, Semantic Segmentation and classical computer vision algorithms
  • Experience with real time algorithm implementation
  • Advanced English

Would be a plus:

  • Masters or PhD in Computer Science
  • Experience with C++ 11/14
  • Experience with Eigen, OpenCV, Sophus, Bazel

We have:

  • Belarus High-Tech Park: we are a member company
  • Team of talented, passionate engineers
  • Ability to grow professionally in a global team of domain experts
  • Friendly, family-like atmosphere
  • Health benefits with top private Minsk healthcare provider
  • Snacks and good coffee at the office
  • Flexible work schedule
  • Comfortable office with lots of natural light and parking
  • Great office location (close to metro) with a fantastic view

Требования к кандидату

  • Технологии: Machine learining, COMPUTER VISION, Fluent English
  • Иностранные языки: Английский — Upper Intermediate
  • Дополнительно: Принимаются заявки от иногородних (при условии переезда)
elizaveta.lihachevskaya — Еlizaveta Lihachevskaya HR-менеджер


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At Ergalio, we craft world-class tools that empower people to achieve more in less time.

Our first tool is a Big Data platform that allows organizations to dramatically reduce the time it takes to process and derive insights from fast moving data. With the platform in use at the world’s largest telecom in the United States, and a number of financial services and e-commerce organizations, we’re expanding the platform to handle more vertical cases with the aid of machine learning, various forms of artificial intelligence, and distributed systems principles for clustered computing.

The software we build involves deep understanding of compilers, distributed systems, concurrency, networking protocols, and machine learning to name a few. We’re currently expanding our team, and looking for engineers who want to master these technologies, helping us advance what’s possible with state-of-the-art software tools in the process.

As a team of 20+ developers, designers, and product development leaders, we’re a tightly knit team passionate about what the future of technology will bring. Each of us has deep domain expertise in our field (often 7-10+ years of experience), and we have a huge sense of camaraderie in sharing our technical knowledge within the team. Everyone on our team is constantly learning new technologies, algorithms, distributed systems approaches, and new ways to solve problems. As a result, we’re always learning and helping each other grow in our professional careers, along the lines of architecture, computer science, and large-scale software systems engineering. Coupled with great cityscape views from the office, we’re excited to move the world of technology forward with our family-like atmosphere and fantastic team.

Эл. почта:

Сайт: www.ergalio.net

Офис:

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