AI/ML Senior Engineer IRC276364

職種概要

Join us to build the connected vision intelligence layer that unifies surgical imaging, robotics, and data services across the operating room portfolio spanning endoluminal, orthopedics, and the next-gen general-surgery platform, while powering the digital ecosystem in hospitals. You’ll help transform raw surgical video and device signals into real-time insights, collaborative telepresence, and longitudinal case intelligence used before, during, and after procedures. First product releases include surgical video editing/publishing and telepresence, rolling out to select sites in the near future. Your work will directly accelerate that journey and connect robotic vision to the OR and hospital digital platform. 

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必要条件

Must have skills

• Bachelor’s in software engineering, Electrical/Electronics Engineering, or related field
• At least 6-8 years of progressive experience in software development with a focus on AI/ML techniques
• Strong experience in developing and fine-tuning ML models
• Experience hands-on with one or more of the following: Open3D or MeshLab or Blender or Ansys
• Knowledge and experience with U-Net or CNN for image analysis and segmentation
• Experience with Data Cataloging, Data setup in S3 – EDA on data and pipelining for SageMaker
• Strong programming skills in Python and C++ programming 
• Experience with scripting languages such as Shell, Batch, Bash and Linux commands
• Strong analytical skills, capable of uncovering anomalies in robust software
• Experience with Windows and Linux operating systems
• Experience with JIRA or any similar bug tracking tools

 

 

 

 

Expert in AI/ML computer vision techniques to develop intelligent systems capable of automatically segmenting surgical videos into distinct phases, identifying critical moments, and recognizing surgical instruments and techniques.

• Has experience hands-on with one or more of the following: Open3D or MeshLab or Blender or Ansys
• Has knowledge and experience with U-Net or CNN for image analysis and segmentation
• Has experience with Data Cataloging, Data setup in S3 – EDA on data and pipelining for SageMaker

 

This role requires expertise in deep learning frameworks (e.g., TensorFlow, PyTorch), computer vision libraries, and cloud-based AI services (like AWS SageMaker or Google Cloud AI), along with a strong understanding of surgical procedures and medical terminology.

Capable of developing user-friendly interfaces for surgeons to interact with the AI-generated insights.

職務内容

Key responsibilities include:

• Designing and implementing deep learning models for real-time video analysis.
• Creating automated annotation systems that label procedures, instruments, and anatomical structures.
• Developing algorithms to extract quantifiable metrics from surgical performances.
• Working on a task related to the measurement of dimensions in images

私たちが提供するもの

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.

GlobalLogicについて

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.