Senior Data Scientist: Computer Vision/Image Analy...

Company:
Location: Mumbai, Maharashtra

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At Fractal Analytics, we are leveraging cutting-edge deep-learning and machine-learning based solutions to address various business problems for leading Fortune 500 companies. We are looking to hire Deep-learning / Machine-learning engineers to help build scalable DL/ML enabled systems.

As a Data scientist (Computer vision), you will be responsible for the development of scalable algorithms leveraging deep learning and machine learning to solve core computer vision problems in Retail, Document-digitization, GIS, Surveillance, Insurance domains.

Your responsibilities will be to:

  • Ability to understand client requirements, design and drive the solutions
  • Design, understand and build novel computer vision solutions leveraging deep learning and machine learning
  • Deep understanding of object detection, semantic and instance segmentation, key point detection and object tracking algorithms
  • Deep understanding of GANs, self-supervised, zero shot, few shot learning techniques
  • Good with Linear Algebra, Statistics and probability theory
  • High proficiency in Python programming knowledge
  • Experience with usage of frameworks like Pytorch, Scikit-learn etc
  • Experience working with distributed computing
  • Ability to evaluate the latest research developments in machine-learning and deep-learning and help build state of the art capabilities in these areas within Fractal
  • Ability to leverage cloud and experiment at scale (Azure / AWS / GCP)
  • Experience in deploying deep learning solutions using FastAPI, Docker

Good to have

  • Working knowledge on satellite analytics/document digitization/image-based recommender system projects
  • Working knowledge on 3D object detection, photogrammetry
  • Understanding of SURF/SIFT/FLANN and other feature extraction algorithms
  • Understanding of motion and depth sensors

We expect you will have:

  • Technology savvy, updated on the latest research in DL, adaptable, so you can develop new solutions that match the evolving nature AI solutions
  • Personal drive and intellectual curiosity to do what hasn't been done before, coupled with an appreciation for overcoming challenges
  • Good communication skills
  • A Bachelor's/Master's degree in computer science or a related field from Teir 1 Institute

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