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  • Senior Computer Vision Engineer
    Python

    Senior Computer Vision Engineer

    Rzeszów
    Type of work
    Full-time
    Experience
    Senior
    Employment Type
    B2B
    Operating mode
    Remote
    Avenga

    Avenga

    We are a team of IT and digital transformation experts. Strategic consulting, customer experience service, software development, and outsourcing of top-class IT specialists is what we do (and more!).

    Company profile

    Tech stack

      PyTorch

      advanced

      TensorFlow

      advanced

      CNN

      advanced

      Python

      advanced

      JAX

      regular

      Keras

      regular

      OpenCV

      regular

      AWS

      nice to have

      Git

      nice to have

      Azure

      nice to have

    Job description

    Online interview

    Responsibilities:

    • Data Analysis: Collect, clean, and process large-scale image datasets.
    • Modelling: Develop classical as well as deep learning computer vision models to solve real-world problems.
    • Collaboration & Communication: Collaborate with cross-functional teams and stakeholders, define project requirements and communicate technical insights driving business decisions.
    • Project ownership: end-to-end responsibility for a data science project within a global organization, ensuring tasks are completed on time and meet project goals.

     

    Requirements:

    • at least  3+ years of experience in data science, computer vision, image processing, or related.
    • Master’s degree in Computer Science, Electrical Engineering, or a quantitative field (e.g., Physics, Mathematics) with a focus on machine learning or AI.
    • In-depth knowledge of classical computer vision techniques (e.g. image registration, signal processing, image processing, morphological operations).
    • In depth knowledge of classical machine learning techniques (e.g., clustering, anomaly detection, statistical models).
    • In depth knowledge of deep learning techniques (e.g., CNNs, Transformers, Data Augmentation) and their application to image data.
    • Proficiency in programming with Python and experience using machine learning and image processing libraries such as PyTorch, Jax, TensorFlow, Keras, OpenCV, scikit-image etc.
    • Experience with large-scale data processing, annotation pipelines, and ETL workflows for image data.
    • Familiarity with cloud-based development tools and infrastructure (e.g., Azure or AWS) and experience with version control and project management tools like Git and Azure DevOps.
    • Strong communication skills for interacting with technical and non-technical stakeholders to understand business needs and translate them into computer vision solutions.
    •  Very good english (spoken and written).


    Process:

    • round 1: 30 min pre-screen wiht the manager.
    • round 2: 2h in-depth, technical screening.


    Other:

    • desired seniority level: senior
    • preferred location: Wrocław, remote acceptable.
    • start 1.12.2024

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