Software Engineer II - Machine Learning
Bentley
Mafra, , PT
há 3 dias

Position Summary :

Bentley Systems is seeking a talented Software Engineer - Machine Learning to become a valued member of our successful team.

You’ll have the opportunity to develop innovative solutions in artificial intelligence (AI) for the Telecom industry’s infrastructure and participate in the development of new product capabilities based on artificial intelligence.

You will get an opportunity to apply your AI-ML skills for object detection and classification on photographic images as well as geometric meshes, point cloud, and other data set formats.

Join us to help create the future of infrastructure and push the boundaries in the AI field.

Your Day-to-Day :

  • Develop Computer Vision algorithms and models using accepted best practices
  • Analyze user challenges, workflows, and use cases
  • Keep yourself up to date on research and latest developments in computer vision on photo images and geometric representations of the scene
  • Analyze data integrity and quality
  • Clean data and prepares training datasets
  • Assess model performance and resilience
  • Prepare reports and presentations on results
  • Develop the best computer vision algorithms into production-quality software
  • What You Bring to The Team :

  • A Bachelor’s degree or above in Computer Science or Engineering, with specialized learning in Artificial Intelligence and Machine Learning
  • Research and development in machine learning - including deep learning and reinforcement learning
  • Experience in practical machine learning applications and development
  • Ability to develop innovative solutions in artificial intelligence to answer concrete and complex challenges
  • Programming and use of tools related to our area of practice such as Python, PyTorch, OpenCV, TensorFlow, and Scikit-learn, and experienced in libraries like NumPy and Pandas
  • Strong problem-solving capabilities using various technologies
  • Capability to research a new topic and to learn quickly
  • Experience with major cloud providers (Microsoft Azure, Amazon AWS, etc.) and / or MLOps experience desired
  • Minimum 3 years of experience in designing and developing computer vision algorithms
  • Knowledge of 3D shape detection, both in solid geometry and point cloud models
  • Worked on deep learning - classification, segmentation
  • Expert in remote sensing with proven experience in convolutional neural networks
  • Experience with oriented object detection is highly preferred
  • Possess working knowledge of linear algebra
  • Desirable Skills :

  • Hands-on experience in geospatial and 3D computer graphics is a big plus
  • Knowledge of GIT and Azure DevOps is a plus
  • Good verbal and written communication skills in the English language
  • Excellent problem-solving abilities
  • Self-motivated person with the ability to work individually as well as part of a team
  • Knowledge of agile scrum development, test-driven development, continuous delivery, and DevOps processes
  • Develop Computer Vision algorithms and models using accepted best practices
  • Analyze user challenges, workflows, and use cases
  • Analyze data integrity and quality
  • Clean data and prepares training datasets
  • Assess model performance and resilience
  • Prepare reports and presentations on results
  • Develop the best computer vision algorithms into production-quality software
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