Data Scientist

1 miesiąc temu

Warszawa, Mazovia, Polska Square One Resources Sp. z o.o. Pełny etat

Data Scientist - GenAI Solutions Developer

At Square One Resources Sp. z o.o., we are seeking a highly skilled Data Scientist to join our GenAI solutions development team. As a key member of our team, you will be responsible for designing, developing, and customizing Large Language Model (LLM) based algorithms tailored to specific use cases.

Key Responsibilities

  • Collaborate with ML & MLOps engineers, product owners, and other developers to integrate LLMs into scalable, robust, fair, and ethical end-user applications.
  • Design and develop LLM-based algorithms for text generation, summarization, information extraction, chatbots, AI agents, code generation, document analysis, sentiment analysis, and data analysis.
  • Develop and optimize prompts to guide LLM outputs, enhancing performance for specific tasks, working closely with subject matter experts, business analysts, and other stakeholders.
  • Conduct rigorous experimentation, including A/B testing, to evaluate algorithm performance against benchmarks and control groups.
  • Apply software development best practices, including writing unit tests, configuring CI/CD pipelines, containerizing applications, setting up cloud infrastructure, and APIs.

Requirements

  • 3+ years of experience working with advanced machine learning algorithms.
  • 3+ years of hands-on experience working with language models, especially those based on Transformer architectures.
  • Advanced proficiency in Python and experience with deep learning frameworks such as PyTorch or TensorFlow.
  • Expertise with Transformers architectures, LangChain, or similar LLM ecosystems.

What We Offer

  • Contract of employment.
  • Yearly bonus system.
  • Training budget.
  • Medical care.
  • Sport card.
  • Possibility of remote or hybrid work.

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