Ingénieur en Traitement d'Image et Visualisation développant des solutions pour la planification chirurgicale. Conception de logiciels utilisant des images 3D préopératoires CT et algorithmes d'apprentissage automatique.
MI
Hybrid Computer Vision Engineer
Posted 4 days ago
About the role
- Develop, calibrate, validate, and maintain scalable computer vision algorithms to extract intelligence from image-based data
- Iterate and incorporate new algorithms to continuously improve product performance under a variety of conditions
- Identify optimal analytical methods and solutions for algorithm development
- Provide insight and recommendations for the Power-I architecture design based on information obtained from machine learning algorithms, advanced mathematical models, and business expertise
- Create data pipelines to add structure to the resultant data extracted from images, and work to integrate the data into other algorithms and visualization tools and platforms
- Provide technical expertise in building an analytics-driven product pipeline
- Assess needs and recommend experiments and projects, suggest new algorithmic development, and drive tactical decisions about approaches and data requirements
- Collaborate with end-user and product owners to understand computer vision needs
- Design and implement methodologies for testing and accuracy assessment
- Provide production support for computer vision components
- Further the goals and positive, professional image of the Division through effective dealings with customers, stakeholders and other MEPPI divisions
Requirements
- Bachelors Degree in Computer Science or related discipline with a minimum of 3 years of experience in computer vision, machine learning, and/or image processing, or equivalent education and experience
- Advanced software engineering skills and experience with Python programming
- Advanced knowledge of deep learning, including semantic segmentation and object detection
- Ability to learn, adapt and utilize new technology related to the Power-I Substation Monitoring Platform
- Advanced interpersonal, communications and presentation skills
- Advanced analytical and problem-solving skills
- Advanced computer skills with emphasis on Microsoft Office products to prepare reports, analysis and schedules
Benefits
- Opportunity to work on cutting-edge technology in a collaborative environment
- Be part of a team driving innovation in energy and infrastructure
- Make a real impact through your contributions to a mission-driven organization
Job title
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KS
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