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Senior Data Scientist
  • Poznań
Senior Data Scientist
Poznań, Poznań, Województwo wielkopolskie, Polska
BCF Software Sp. z o.o.
24. 8. 2024
Informacje o stanowisku

About Us:

BCF Software is at the cutting edge of AI technology, driving innovation through the development of advanced AI solutions. We are seeking a Senior AI/ML Engineer with deep expertise in transformer-based models for both text and images. If you have a passion for pushing the boundaries of AI and machine learning, this is your chance to make a significant impact in a dynamic and forward-thinking environment.

Responsibilities:

  • Transformer-Based Model Development: Design, develop, and train advanced transformer-based models for both text and image processing applications.
  • Model Lifecycle Management: Architect and oversee the entire model lifecycle, including data preparation, model design, training, development, validation, deployment, and ongoing monitoring.
  • Cross-Functional Collaboration: Work closely with data scientists, software engineers, and domain experts to design and implement AI-driven solutions that meet complex business needs.
  • Continuous Learning: Stay up-to-date with the latest advancements in AI and machine learning, integrating cutting-edge techniques and technologies into projects as appropriate.

Requirements:

  • Educational Background: Bachelor’s or Master’s degree in Computer Science, Data Science, or a related field.
  • Neural Networks and Deep Learning Expertise: Strong expertise in large-scale neural networks, deep learning, and reinforcement learning techniques.
  • Probabilistic Graphical Modeling: Experience with probabilistic graphical modeling, including Bayesian Networks, Markov Random Fields, and Factor Graphs.
  • Advanced Python Proficiency: Expert-level knowledge of Python and experience with leading machine learning frameworks such as SciPy, Scikit-learn, TensorFlow, PyTorch, pyMC, and pgmpy.
  • Cloud Computing Experience: Hands-on experience with cloud computing platforms (Azure preferred, AWS, GCP).
  • ML Lifecycle and MLOps: Solid understanding of the entire machine learning lifecycle with experience in MLOps/DataOps practices.
  • Problem-Solving Skills: Strong problem-solving abilities with a keen attention to detail.
  • Communication Skills: Excellent communication skills with the ability to convey complex ideas effectively. Fluency in English is required.

Why Join BCF Software?

  • Innovative Projects: Work on transformative AI projects that utilize the latest advancements in machine learning and AI technologies.
  • Career Growth: Opportunities for continuous learning and career development in a technology-driven environment.
  • Collaborative Culture: Be part of a team that values collaboration, innovation, and knowledge sharing.


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