Offers “General Electric”

Expires soon General Electric

AI / Computer Vision Researcher

  • Haifa, ISRAEL
  • Energy / Materials / Mechanics

Job description



3254288
Additional Cities

Haifa
Career Level

Experienced
Relocation Assistance

No
Business

GE Healthcare
Business Segment

Healthcare Imaging
Function

Engineering/Technology
Country/Territory

Israel
Postal Code

30200
Role Summary/Purpose

GE Healthcare MI is seeking a AI / Computer Vision Researcher to develop computer vision & deep learning models as part of a Clinical Data Science team.
He/she will contribute to a medical image analytics project with the goal of developing an automated solution for interpreting clinical images to diagnosis. We are seeking a candidate who will bolster existing capabilities and suggest new, exciting changes and improvements
Essential Responsibilities

• Lead implementation and scaling of vision and estimation algorithms
• Apply supervised and unsupervised deep learning models to clinical images
• Work with other vision scientists and SW engineers to deliver deployable technology while seeking creative ways to streamline processing and workload
Qualifications/Requirements

• Degree in Applied Math, Electronics Engineering, Computer Science, Computer Engineering, or related engineering field
• Experience in machine learning algorithms for vision problems including deep learning algorithms for image segmentation, object and motion detection, classification
• Advanced mathematical modeling skills
• Experience programming in Python, especially the data science stack: numpy, scikit-learn, pandas, matplotlib
• Experience in at least one of the following frameworks is required: Keras, Tensorflow, PyTorch
• Medical Industry experience – huge advantage
• Comfortable with OpenCV and other computer vision libraries
• Knowledge of Linux systems in Ubuntu, CentOS
• Expert in algorithm design, creative problem solving, and performance optimization
• Knowledgeable with computational geometry, linear algebra, and statistics
• Exceptional problem solver and communicator
• Effective documentation practices and experience writing reports
Desired Characteristics

-Master’s Degree or Ph.D. in Applied Math, Electronics Engineering, Computer Science, Computer Engineering, or related engineering field
About Us

GE (NYSE:GE) drives the world forward by tackling its biggest challenges. By combining world-class engineering with software and analytics, GE helps the world work more efficiently, reliably, and safely. GE people are global, diverse and dedicated, operating with the highest integrity and passion to fulfill GE’s mission and deliver for our customers. www.ge.com
Primary Country

Israel
Primary State/Province

Haifa
Primary City

Haifa

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