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!).
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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