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EPAM Systems

2 months ago

Senior Python Machine Learning Engineer

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Company information

Company
EPAM Systems
Location
Ukraine Ukraine
Posted
2 months ago
View all jobs at EPAM Systems

Job description

We are looking for a seasoned Python Machine Learning Engineer who is proficient in designing, developing, and deploying cutting-edge Machine Learning models and NLP applications.

The role will involve leveraging your expertise in LLMs to drive a variety of Python projects, ranging from chatbots and question-answering systems to content generation.

Responsibilities

  • Design, construct, and implement Machine Learning models and applications leveraging Python
  • Investigate and provide insights on LLMs across various platforms including chatbots, question-answering systems, and content generation
  • Work alongside multidisciplinary teams to define project necessities, deliver high-quality solutions, and ensure cohesive integration with existing infrastructures
  • Tune and enhance LLM models to improve performance, efficiency, and precision
  • Produce and update documentation related to developed solutions, providing clear and detailed reports on technical functionalities and system specifications
  • Identify and rectify challenges with LLM in production environments to uphold strong reliability and performance

Requirements

  • 3+ years in Python development and Machine Learning engineering
  • Background in software engineering principles, such as design architectures and code enhancement techniques
  • Robust coding capabilities in Python featuring high-performance algorithms
  • Proficiency in working with advanced LLMs, and familiarity with NLP frameworks like Hugging Face Transformers, PyTorch/JAX
  • Understanding of cloud services platforms, like AWS, Azure, or GCP
  • Portfolio of LLMOps projects, e.g., Auto-GPT, Langchain, LlamaIndex, VectorDBs
  • Deep knowledge of statistical methodologies and analytics
  • Familiarity with version control tools such as Git
  • English language proficiency at an Upper-Intermediate level (B2) or higher

Required skills

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