Remote Senior Computer Vision Engineer

Description:

• DevSavant is seeking a highly skilled Senior Computer Vision Engineer to join their team and drive the development of advanced vision systems across video-based applications.
• The role involves working on cutting-edge technologies in pose estimation, object detection, and motion tracking, with a focus on optimizing deep learning models and deploying them at scale.
• The ideal candidate will thrive in high-performance environments and contribute to real-world applications in sports, motion analysis, and other high-frame-rate video contexts.
• Key responsibilities include building and optimizing pose estimation pipelines, implementing keypoint detection models, customizing and training YOLOv4/X for object detection, applying tracking techniques, analyzing temporal coherence in high-FPS sequences, implementing segmentation models, converting models for efficient deployment, managing full-frame inference for high-FPS video, deploying models in cloud environments, and developing evaluation pipelines for pose estimation and detection accuracy.

Requirements:

• Candidates must have 5+ years of experience in computer vision and deep learning.
• A strong track record of delivering production-ready vision pipelines is required.
• The ability to work independently and in a cross-functional remote team is essential.
• Experience in real-time or near-real-time video inference is a major plus.
• Familiarity with the SportsTech industry or a related field involving human motion analysis is preferred.
• Candidates should have expertise in Python, with optional knowledge of C++ and Bash scripting.
• Proficiency in frameworks such as PyTorch, OpenCV, and ONNXRuntime is necessary, with TensorFlow being a reference only.
• Experience with video tools like FFmpeg, MoviePy, and Decord is required, with bonus knowledge of NVIDIA DALI.
• Knowledge of infrastructure tools such as Docker, REST APIs, and cloud deployment on AWS, GCP, or Azure is essential.
• Familiarity with experiment tracking tools like W&B, MLflow, and TensorBoard is useful but not mandatory.
• Strong communication skills for conveying technical concepts to clients and stakeholders are important.

Benefits:

• Joining DevSavant means being part of a trusted technology partner that specializes in innovative, high-quality solutions.
• Employees thrive in a supportive, success-driven environment that fosters growth and well-being.
• The role offers the opportunity to work with bleeding-edge technologies and contribute to impactful real-world applications.
• Employees can expect a culture that values excellence and results, enhancing their professional development.