Highly Skilled ML Engineer for Large Language Model Development

1 miesiąc temu


Warszawa, Mazovia, Polska IT Performance Pełny etat
Overview

We are seeking an experienced Machine Learning Engineer to join our team at IT Performance. The ideal candidate will have a strong focus on developing Large Language Models (LLMs) and driving scalable AI/ML solutions.

Job Description

The successful candidate will be responsible for:

  • Developing and implementing LLM applications with a focus on tool use and reasoning
  • Fine-tuning LLMs and building data pipelines and deployment pipelines for LLM applications
  • Integrating MLOps technologies such as SageMaker, Vertex AI, and Kubeflow for production-grade ML systems
  • Automating processes using scripting languages and tools to ensure efficient deployment workflows
  • Collaborating on version control (Git), CI/CD tools (Jenkins, GitLab CI), and data visualization tools (e.g., Tableau)
  • Implementing test-driven development and ensuring high standards of coding practices
Required Skills and Qualifications

The ideal candidate will possess:

  • Experience with LLM application development, particularly agentic design
  • Experience with LLM fine-tuning is a significant advantage
  • Proficiency in building scalable ML/AI pipelines and deploying them in production
  • Experience with ML/AI toolkits such as AWS Sagemaker (other toolkits like Pytorch, Tensorflow, Keras, MXNet, H20, etc. are nice to have)
  • Knowledge of MLOps technologies such as SageMaker, Vertex AI, and Kubeflow
  • Familiarity with cloud platforms (AWS, Azure, GCP), containerization (Docker) and CI/CD tools
  • Proficiency in Python and/or R, and experience with ML libraries
  • Solid understanding of SQL databases, data engineering, and data science fundamentals
  • Familiarity with agile methodologies, collaboration tools like Jira and Confluence
  • Problem-solving skills and the ability to work in a multicultural, global team
Benefits

We offer:

  • An international working environment
  • A form of cooperation: B2B contract
  • A rate depending on experience (130-150 PLN/h + VAT)
  • Remote work

Estimated salary: 26,000 - 31,000 PLN per month (based on a 40-hour workweek). This estimate takes into account the location and industry standards.



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