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AI Research Scientist

1 tydzień temu


Kraków, Lesser Poland SKMgroup Pełny etat

SKMgroup is an expert software house with a rich portfolio of projects worldwide. We have a proven track record of success and are committed to delivering high-quality software solutions. Our team is passionate about AI and machine learning, and we're always looking for talented individuals to join us.

As a Senior Data Scientist, you will be responsible for developing and deploying cutting-edge transformer-based models for both text and image processing. You will work closely with our data science team to architect and oversee the entire model lifecycle, from data preparation and model design to deployment and ongoing monitoring.

This is a great opportunity for someone who wants to make a meaningful impact in the world of AI and machine learning. If you're passionate about working with cutting-edge technology and collaborating with a talented team, then this is the job for you.

**Key Responsibilities:**

  • Development and training of transformer-based models for both text and images.
  • Architect and oversee the entire model lifecycle, from data preparation, model design, training, development, and validation to model deployment and monitoring.
  • Collaborate with cross-functional teams, including data scientists, software engineers, and domain experts, to design and implement AI-driven solutions.
  • Stay current with the latest advancements in AI and machine learning, integrating new techniques and technologies as appropriate.

**Requirements:**

  • Bachelor's or Master's degree in Computer Science, Data Science, or a related field.
  • Strong expertise with large-scale Neural Networks, Deep Learning, and Reinforcement Learning techniques.
  • Experience with Probabilistic Graphical Modelling (Bayesian Networks, Markov Random Fields, Factor Graphs, ...).
  • Advanced knowledge of Python and machine learning frameworks (SciPy, Scikit-learn, TensorFlow, PyTorch, pyMC, pgmpy, ...).
  • Hands-on experience with one or more cloud computing platforms (Azure - preferred, AWS, GCP).
  • Understanding of the whole ML lifecycle and experience with MLOps/DataOps.
  • Excellent problem-solving skills and ability to work independently in a fast-paced environment.
  • Strong communication skills and ability to collaborate effectively with team members and external partners, fluent in English.