DevJobs

Senior Algorithm Engineer

Overview
Skills
  • Python Python ꞏ 5y
  • Deep learning Deep learning ꞏ 5y
  • TensorFlow TensorFlow
  • PyTorch PyTorch
  • Computer Vision ꞏ 5y
  • Neural Networks ꞏ 5y
  • Object Motion Estimation
  • Tracking
  • Statistical Modeling
  • SLAM
  • Sensor Fusion
  • Segmentation
  • Scene Motion Estimation
  • Pose Estimation
  • Camera Calibration
  • Object Detection
  • ML Solution Implementation
  • Generative Models
  • DL Solution Implementation
  • Data Manipulation
  • Camera Modeling
  • Real-time Model Optimization
  • Edge Device Deployment

As an algorithm engineer, you’ll work with the best researchers to solve challenging problems and realize novel ideas into products. The ideal candidate for the role would be fluent and up-to-date with Computer Vision (CV) research and passionate about high-quality system engineering to realize research ideas and provide the best AI products in the market.

What You'll Do:

- Image and video processing algorithm research and development from the initial stages of research and through all stages of product development.

- Develop algorithms for perception, spatial understanding, and autonomous decision-making capabilities using deep neural networks and classical CV based algorithms.

- Complete system engineering for specific needs, integrating many algorithms and optimizing end-to-end performance.

Minimum qualifications:

- BSc / MSc degree in Computer Science, Electrical Engineering, Applied Mathematics or a related field.

- Over 5 years of industry (non-academic) working experience in hands-on development of neural networks / Deep Learning models for various vision tasks.

- Over 5 years of industry (non-academic) working experience in hands-on development of diverse classical Computer Vision algorithms.

- Experience with various Computer Vision tasks with specialization in diverse fields, such as: Object detection, Tracking, Segmentation, Camera modeling and calibrations, Scene and object motion estimation, SLAM, Sensor Fusion, Generative models and Pose estimation.

- Demonstrated expertise in data manipulation, statistical modeling and ML / DL solution implementation in production environments (using TensorFlow / Pytorch).

- Proficiency in Python programming - over 5 years of professional development.

- Preferred - experience deploying and optimizing real-time models / algorithms on edge devices.

Axon Vision