כניסההרשמה
חזרה

Computer Vision Engineer

Exodigo
שכר לא צויןIsrael, Tel Aviv, Israel, מהמשרדסניורמשרה מלאה
משרה חיצונית, ההגשה באתר החברהאושר שהמשרה פתוחה לפני 9 שעות

Develop computer vision algorithms that interpret imagery and multi-sensor data to create accurate maps of real-world environments. Work on 2D-to-3D problems, from reconstruction and localization to detection and segmentation, and bring algorithms from prototype to production.

מה תעשו

  • Develop vision algorithms end to end, from problem framing and model design to production results.
  • Turn imagery and multi-sensor data into reliable interpretations of real environments.
  • Work on geometric reasoning, reconstruction, localization, depth, and registration of visual data to real-world coordinates.
  • Prototype, benchmark, and refine models against company data and accuracy requirements.
  • Work with Mapping and Engineering experts to validate robustness and with the Software team to prepare production systems.

דרישות

  • 4+ years of industry experience developing computer vision and machine learning algorithms; academic research experience counts in addition to industry experience.
  • Hands-on experience with 2D-to-3D problems, such as mapping, reconstruction, photogrammetry, localization, or depth estimation.
  • Experience with computer vision tasks such as detection, segmentation, tracking, or registration on real-world data.
  • Understanding of modern deep learning architectures, including transformer-based and multimodal models.
  • Proficiency in Python, NumPy, SciPy, OpenCV, and PyTorch; B.Sc. in Electrical Engineering, Computer Engineering, Computer Science, or a similar field.

יתרון

  • M.Sc. or Ph.D. in a relevant field.
  • Experience with problems combining text and imagery, such as document analysis.
  • Experience with point-cloud analysis or LiDAR data.
  • Experience with aerial, orthophoto, or satellite image analysis, geolocation, or AWS.

תנאי סף

  • 4+ שנות ניסיון תעשייתי בפיתוח אלגוריתמים לראייה ממוחשבת ולמידת מכונה
  • ניסיון מעשי בבעיות מעבר בין 2D ל-3D
  • תואר B.Sc. בהנדסת חשמל, הנדסת מחשבים, מדעי המחשב או תחום דומה
Computer VisionMachine LearningPythonNumPySciPyOpenCVPyTorch3D Reconstruction