Jobs · Engineering

SENIOR DATA SCIENTIST

SKM Group · United States · 3 days ago
RemoteRemoteEngineeringFull-time

Kraków, Office or Remote

About Us

We are a software house with 18 years of experience and a global portfolio of projects. We help businesses modernize, scale, and innovate through custom software solutions. Our team embraces unconventional ideas and new technologies, delivering solutions with real impact. If you value professionalism, creativity, and a strong engineering culture, you'll feel at home here.

About the role

We’re looking for a Senior Data Scientist (LLMs & Applied AI) to design and deliver production-grade AI solutions, with a focus on fine-tuning and deploying Large Language Models on proprietary data. You’ll work at the intersection of machine learning, data engineering, and real-world product delivery, turning advanced models into scalable, business-ready systems.

Tech Stack

Core: Python, PyTorch / TensorFlow, Hugging Face
AI/ML: LLM fine-tuning, RAG
Data: Pandas, NumPy
Infra (varies by project): Cloud, APIs, MLOps tooling

Responsibilities

  • Prepare, clean, and structure proprietary datasets for training and evaluation
  • Fine-tune and optimize LLMs using techniques such as LoRA / QLoRA
  • Design evaluation frameworks to measure model performance and business impact
  • Build and deploy inference pipelines for production use
  • Work closely with stakeholders to translate business problems into ML solutions
  • Improve model performance through experimentation, iteration, and data-centric approaches
  • Contribute to architecture decisions around scalable AI systems

Requirements

  • 5+ years of experience in Data Science / Machine Learning roles
  • Strong background in ML, NLP, and applied statistics
  • Hands-on experience with Python and ML frameworks (PyTorch or TensorFlow)
  • Experience working with LLMs (fine-tuning, prompting, or RAG-based systems)
  • Solid understanding of model evaluation, experimentation, and performance trade-offs
  • Experience deploying models into production environments

Nice to Have

  • Experience with MLOps (CI/CD for ML, monitoring, retraining pipelines)
  • Familiarity with RAG architectures or vector databases
  • Experience working with cloud platforms (AWS / Azure / GCP)
  • Background in handling large-scale or proprietary datasets

Benefits

  • Attractive salary
  • Large freedom and real influence
  • No unhealthy competition, team approach to meeting challenges
  • Remote-first, flexible working culture
  • Company apartments in cool cities across Europe: work and enjoy a memorable getaway

Pay

4,300€ - 10,000€ / month (B2B)

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