תיאור המשרה
We are looking for Senior Computer Vision / ML Engineer, you will develop and implement computer vision and machine learning algorithms that operate on large-scale real-world video data. The role combines algorithm development and software engineering, with approximately equal focus on building high-performing models and turning them into robust, production-quality solutions. You will work independently, take ownership of your tasks and outcomes, and collaborate closely with other R&D teams to integrate your algorithms into FarmSee's production systems.
What You'll Do:
Develop and implement computer vision and deep learning algorithms for detection, segmentation, tracking, and re-identification.
Research, prototype, evaluate, and improve machine learning approaches using real-world datasets.
Develop high-quality Python code for both algorithmic development and production environments.
Design experiments, evaluate model performance, analyze failures, and continuously improve algorithm accuracy and robustness.
Define and support data collection and annotation processes required for model development and validation.
Optimize models and inference pipelines for performance and scalability.
Collaborate with backend, infrastructure, QA, and other R&D teams to integrate algorithms into production systems.
Use modern AI-assisted development tools such as Codex, Claude Code, Cursor, or equivalent as an integral part of day-to-day development, debugging, testing, and code improvement.
Stay current with relevant developments in computer vision, deep learning, and AI-assisted software development.
דרישות התפקיד

על CommIT
הייטק-תוכנה · אזור מרכז
Commit is the leading systems house in Israel, delivering unique and integrative cutting-edge development projects efficiently and effectively for its customers since 2005. An innovation powerhouse, our development areas include mobile, IoT, Big Data, communications and other applications, embedded systems and IoT devices, cloud solutions, cyber and security solutions, advanced algorithms for AI, media and interactive platforms and more.