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Senior Python Machine Learning Engineer

EPAM·Salary not specified

Primary stack

JAXMachine LearningNLPPythonHugging Face TransformersPyTorch

Job description

About the Position

We are seeking a highly skilled Senior Python Machine Learning Engineer with extensive experience in designing, developing, and deploying Machine Learning models and NLP applications.

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

Nice to Have

  • Experience with Git
  • Familiarity with cloud computing platforms such as AWS, Azure, or GCP
  • Knowledge of LLMOps tools

We Offer

  • Opportunity to work in an innovative environment
  • Collaborate with a talented and diverse team
  • Competitive salary (details to be discussed during the interview)
  • Opportunity for professional growth and development

About the Company

Join our team in Kyrgyzstan and contribute to cutting-edge projects in the field of Machine Learning and NLP.

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