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EPAM Systems

Senior Python Machine Learning Engineer

EPAM Systems
Latvia · Full-time · Mid-Senior

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.

Feel free to work remotely from anywhere across Latvia or connect with colleagues at our Riga office.

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


We offer


  • Outstanding career development roadmap to accelerate your journey
  • Engineering community of industry’s top professionals
  • Certification and mentoring programs, training, and unlimited access to LinkedIn Learning
  • Innovative solutions delivery to the world’s industry leaders
  • Regular assessments and salary reviews
  • Bonuses for participating in the referral program
  • Flexible schedule and opportunity to work remotely from any place in Latvia
  • Friendly team and enjoyable working environment
  • Relocation within offices in 50+ countries with throughout support for you and your family
  • Four trust days a year (sick leave without a medical certificate)
  • High-quality medical services in terms of corporate health insurance


About EPAM


EPAM is a leading global provider of digital platform engineering and development services. For over 30 years, our team has helped leading brands navigate the waves of digital transformation, building solutions that help them stay competitive through constant market disruption.

With offices in 55+ countries, EPAM has grown in Latvia to over 130+ talented innovators in 2 years. We foster creativity and unconventional ways of doing things, welcoming like-minded professionals to join us.

Key Skills

Ranked by relevance

python aws gcp cloud pytorch
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Posted
Oct 11, 2024
Type
Full-time
Level
Mid-Senior
Location
Latvia

Industries

Software Development IT Services IT Consulting

Categories

Engineering Information Technology

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