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Senior Python Machine Learning Engineer

AT EPAM Systems
EPAM Systems

Senior Python Machine Learning Engineer

Zestap’oni, Georgia

We seek a highly skilled Python 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.

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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

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  • 3+ years of Python development and Machine Learning engineering
  • Experience with software engineering principles, including design patterns and code optimization techniques
  • 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
We offer
  • We connect like-minded people:
    • Delivering innovative solutions to industry leaders, making a global impact
    • Enjoyable working environment, whether it is the vibrant office or the comfort of your own home
    • Opportunity to work abroad for up to two months per year
    • Relocation opportunities within our offices in 55+ countries
    • Corporate and social events
  • We invest in your growth:
    • Leadership development, career advising, soft skills and well-being programs
    • Certifications, including GCP, Azure and AWS
    • Unlimited access to LinkedIn Learning, Get Abstract, O'Reilly
    • Free English classes with certified teachers
  • We cover it all:
    • Participation in the Employee Stock Purchase Plan
    • Monetary bonuses for engaging in the referral program
    • Comprehensive medical & family care package
    • Five trust days per year (sick leave without a medical certificate)
    • Benefits package (sports activities, a variety of stores and services)
EPAM Georgia is a team of innovators united by a passion for technology. The dynamic and inclusive culture we embrace helps positively impact our communities, clients, and employees. Here you will collaborate with multi-national teams, contribute to numerous cutting-edge projects, deliver the most creative solutions, and have an opportunity to learn. Our people are at the heart of our success, and we are proud to provide talents with a solid ground to develop and grow.

Client-provided location(s): Georgia
Job ID: EPAM-epamgdo_blt0974b020266661b4_en-us_Other_Georgia
Employment Type: Other