Middle/Senior Computer Vision Developer IRC291589

Description

The project’s purpose is development of AI models for surgical phase recognition and anatomical structure detection during laparoscopic gallbladder removal procedures. Annotators will receive structured training and continuous feedback from medical experts.

 #LI-TZ1

Requirements

• Strong knowledge and proven experience with Machine Learning, Computer Vision, and Deep Learning
• At least 3 years of commercial experience in a related field
• Self-manageable person, able to work with minimum supervision
• Technically strong with Python; knowledge of any other programming language will be a plus
• Proficiency with NumPy, SciPy, OpenCV, TensorFlow
• Proven ability to design and implement complex algorithms, and to work creatively and analytically in a problem-solving environment
• Bachelor’s degree or equivalent in Computer Science, Engineering, Mathematics, or a related field
• Strong communication and presentation skills for effective daily communication
• Experience with SAM2 / SAM3 (Segment Anything Models) will be a plus
• Experience with medical image segmentation will be a plus
• Experience developing action recognition models will be plus

Job responsibilities

• Design and develop machine learning and deep learning models for surgical phase recognition and anatomical structure detection in laparoscopic video data
• Implement and optimize computer vision algorithms using Python, NumPy, SciPy, OpenCV, and TensorFlow
• Build data processing and training pipelines for large-scale medical video datasets
• Collaborate with medical experts and annotation teams to ensure high-quality labeled data and continuous model improvement
• Evaluate, optimize, and deploy models to ensure reliable performance in real-world clinical environments
• Research and apply state-of-the-art computer vision and deep learning techniques to improve system accuracy and robustness

What we offer

Culture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you’ll experience an inclusive culture of acceptance and belonging, where you’ll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders. 

Learning and development. We are committed to your continuous learning and development. You’ll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.

Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you’ll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what’s possible and bring new solutions to market. In the process, you’ll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.

Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!

High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you’re placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.

About GlobalLogic

GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.