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  • Senior Data Scientist / Computer Vision Engineer

    Senior Data Scientist / Computer Vision Engineer

    Warszawa
    Type of work
    Full-time
    Experience
    Senior
    Employment Type
    B2B
    Operating mode
    Hybrid
    Sky Engine Sp. z o. o.

    Sky Engine Sp. z o. o.

    SKY ENGINE AI is a 3D Generative AI Synthetic Data Cloud for Vision AI that generates fully annotated, synthetic data and trains vision AI algorithms at scale. The platform is architected to procedurally generate highly balanced imagery data of photorealistic environments and objects and provides advanced domain adaptation algorithms. SKY ENGINE AI platform is a tool for developers: Data Scientists, ML/Software Engineers creating computer vision projects in any industry.SKY ENGINE is #generativeAI and #visionAI company with #syntheticdata.

    Company profile

    Tech stack

      Computer Vision

      master

      Machine Learning

      advanced

      Git

      advanced

      Deep Learning

      advanced

      Python

      advanced

      Data Science

      advanced

      OpenCV

      advanced

    Job description

    Online interview

     

    Here's what you will do:

    • Researching, prototyping and reverse-engineering of ML/DL algorithms in various sub-domains of Computer Vision and Generative AI
    • Experimenting with real-world data to validate, evaluate and improve the algorithms
    • Testing and deployment of deep learning algorithms on embedding systems

     

    Here’s the background we’d like you to have:

    • At least 5 years experience in data science
    • Proven experience in tackling common computer vision tasks including image classification, detection, segmentation, face recognition, pose estimation, etc. & familiarity with popular architectures such as Vision Transformers, DeepLabv3, SegFormer, etc.
    • Good command of deep learning framework PyTorch
    • Solid knowledge of machine learning techniques and probability theory
    • Experience in machine learning model deployment in a business setting
    • Good command of Python and use of pertinent libraries for data analysis and machine learning like numpy, scipy etc.
    • Working knowledge of version control systems like Git and SVN
    • Creativity, good imagination and statistical thinking
    • B2+/C1 level of English

     

    Nice to have:

    • Experience with Generative AI
    • Team leadership skills
    • Experience in CV sub-domains: Camera distance estimation, 3D human/object pose estimation, key points - 2D/3D, Semantic Segmentation, Object detection, Image-to-image translation, Domain adaptation, Representation learning.
    • Hands-on experience with GAN (DC-GAN, CycleGAN, Pix-to-Pix and others), Wassertain-GAN, VAE, U-net, MaskRCNN, Yolov2/v3
    • Technical writing skills

     

    Work Methodology:

    • Code reviews, SCRUM
    • Build server – GitLab
    • Conda, Docker, Bitbucket / JIRA / Confluence
    • AWS / Azure
    • Operating System – Linux


    Benefits:

    • Sport subscription
    • Private healthcare
    • Training budget
    • International conferences
    • Modern Office, no dress code & young team
    • Bonus policy

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