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DroneControl
Зібрано зDjinniВчора
Ml AiMiddle

Middle Data Science / Computer Vision Engineer

PythonOpenCVComputer VisionMachine LearningPyTorchTensorFlowLinuxGitCNNHugging Face
Формат
-
Зайнятість
-
Локація
Kyiv
Оплата
Не вказана

Про позицію

We are looking for a Middle Data Science / Computer Vision Engineer to join a team developing autonomous UAV capabilities. The role focuses on Computer Vision and Machine Learning for real-world autonomous systems, including optical navigation, object detection, and tracking. The engineer will work on algorithms, deploy to onboard computing platforms, and validate in simulation and flight tests.

Обовʼязки

  • Develop and improve Computer Vision algorithms for UAV applications
  • Develop object detection, classification, and tracking algorithms
  • Work on optical navigation, Visual Odometry / Visual-Inertial Odometry, feature matching, image registration, and visual localization
  • Train, fine-tune, and evaluate models using proprietary datasets
  • Build and optimize real-time CV pipelines
  • Optimize inference for edge platforms with limited compute resources
  • Integrate DS/CV components with navigation, flight controllers, telemetry, and guidance logic
  • Participate in simulation, bench, and flight testing
  • Analyze failed tests and algorithm degradation, and improve robustness

Вимоги

  • Middle-level experience: approximately 2+ years of practical Data Science / Machine Learning experience with Computer Vision as the primary specialization
  • Strong Python skills
  • Hands-on experience with PyTorch and/or TensorFlow
  • Hands-on OpenCV experience
  • Good understanding of modern CNN- and Transformer-based CV architectures
  • Practical experience in several of the following areas: object detection, object tracking, classification, segmentation, feature extraction/matching, image registration, motion estimation
  • Understanding of Computer Vision geometry: camera models, coordinate systems, camera calibration, transformations, and projective geometry
  • Good foundation in linear algebra, probability, and statistics
  • Experience with Linux, Git, and sound software engineering practices
  • Ability to work with imperfect real-world data collected from field systems and flight tests
  • At least an Upper-Intermediate level of English (spoken and written)

Переваги

  • Delivering high-end software projects that address real-world problems
  • Surrounding experts who are ready to move forward professionally
  • Professional growth plan and team leader support
  • Taking ownership of R&D and socially significant projects
  • Participation in worldwide tech conferences and competitions
  • Taking part in regular educational activities
  • Being a part of a multicultural company with a fun and lighthearted atmosphere
  • Working from anywhere with flexible working hours
  • Paid vacation and sick leave days

До кого писати

Middle Data Science / Computer Vision Engineer
Оригінал