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Machine Learning Engineer

Machine Learning Engineer

Spline Sp. z o.oWrocław, Polska
7 dni temu
Opis pracy

Responsibilites :

  • Model Development & Fine-Tuning : Design, train, fine-tune, and evaluate large language models (LLMs) using domain-specific or proprietary data to meet business needs.
  • Prompt Engineering : Craft, test, and optimize prompts to improve model outputs
  • LLM Integration : Deploy and integrate LLMs into production applications, including agentic solutions, RAG, chatbots, designing APIs, latency / throughput optimization, and monitoring.
  • Research & Experimentation : Stay current with state-of-the-art LLM architectures and techniques, and evaluate their application for internal use cases.
  • Stakeholder Collaboration : Collaborate with product, data, and engineering teams to translate business problems into LLM-powered solutions and communicate model limitations or trade-offs effectively.

Requirements :

  • Minimum 2 years of hands-on experience with LLMs, NLP, or foundation model development in an industry setting.
  • Deep understanding of transformer-based models and modern NLP techniques.
  • Proficiency in Python and experience with common LLM / NLP libraries and frameworks
  • Experience with fine-tuning and serving LLMs
  • Familiarity with vector databases and retrieval-augmented generation (RAG) pipelines
  • Experience with MLOps, cloud infrastructure (AWS / GCP / Azure), and model deployment tools for LLM-based systems.
  • What we offer :

  • Deep understanding of the domain knowledge in the field of molecular biology and biotechnology
  • Exposure and hands on experience in the development of modern cloud data solutions
  • Ability to deliver AI and ML solutions at scale
  • Opportunity to work in an experienced and engaged team consisting of Data Engineers, Data Scientists, Machine Learning Engineers and stakeholders from different business domains
  • location : Wroclaw (hybrid)

    start : August-October

    seniority : 2+ years experience

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    Machine Learning Engineer • Wrocław, Polska