Data Science

1 miesiąc temu


Warsaw, Polska SQUARE ONE RESOURCES sp. z o.o. Pełny etat

technologies-expected :
Python
TensorFlow
PyTorch
AWS
Microsoft Azure
Google Cloud Platform

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-expected :
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.
Strong problem-solving skills and attention to detail.
Good communication skills, fluent English.


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