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ES

Senior Python Machine Learning Engineer

EPAM Systems
๐Ÿ‡ฐ๐Ÿ‡ฌ Kyrgyzstan | ๐Ÿ‡ฐ๐Ÿ‡ฟ Kazakhstan
On-site
Senior
1 month ago
  • Python
  • Machine Learning
  • Natural Language Processing
  • Hugging Face
  • PyTorch
  • JAX
  • AWS
  • Azure
  • GCP
  • GPT
  • LangChain
  • LlamaIndex
  • Git
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We seek a highly skilledPython Machine Learning Engineer with extensive experience designing, developing and deploying Machine Learning models and NLP applications.

As a Python Machine Learning Engineer, you will provide expertise in LLMs for diverse Python applications, such as chatbots, question-answering systems, and content generation.

Responsibilities

  • Design, build and deploy Machine Learning models and applications using Python
  • Research and provide expertise in LLMs for diverse applications such as question-answering systems, chatbots, and content generation
  • Collaborate with cross-functional teams to establish product requirements, deliver top-quality solutions, and ensure seamless integration with existing systems
  • Optimize and fine-tune LLM models to meet performance, efficiency and accuracy goals
  • Create and maintain documentation for implemented solutions, ensuring accurate and concise reporting on technical specifications and system requirements
  • Troubleshoot and resolve issues related to LLM usage in production scenarios, ensuring high reliability and performance

Requirements

  • 3+ years of Python development and Machine Learning engineering
  • Experience with software engineering principles, including design patterns and code optimization techniques
  • Demonstrated solid programming skills in Python using efficient algorithms
  • Proficiency working with LLMs, such as GPT3/ Llama/ T5/ BERT and NLP frameworks, like Hugging Face Transformers, PyTorch /JAX
  • Familiarity with cloud computing platforms, such as AWS, Azure, or GCP
  • Showcase of LLMOps: Auto-GPT, Langchain, LlamaIndex, VectorDBs
  • Strong understanding of statistical methods and analysis
  • Knowledge of version control systems such as Git

Senior Python Machine Learning Engineer ยท EPAM Systems

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