Senior Python Machine Learning Engineer Full-time

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.

Thrive in our dynamic work environment by joining us at our conveniently located, well-equipped office in Almaty .

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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

• 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

• 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 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, Cloud Guru
  • Free English classes with certified teachers
  • Discounts in local language schools, including online courses for the Kazakh language
• We cover it all: :
  • Participation in the Employee Stock Purchase Plan
  • Monetary bonuses for engaging in the referral program
  • Comprehensive medical & family care package
  • Six trust days per year (sick leave without a medical certificate)
  • Coverage of psychology sessions of your choice
  • Benefits package (sports activities, a variety of stores and services)

EPAM Kazakhstan is a team of technologists and innovators united by a passion for technology. Today, we operate across all cities with offices in Astana, Almaty, and Karaganda and work with the world’s leading companies from different industries. In 2023, EPAM Kazakhstan received the Export Excellence Award at the esteemed Digital Bridge Awards, showcasing our commitment to excellence and innovation.