Senior Python Machine Learning Engineer

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.

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

Benefits

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 EPAM's internal learning database
• 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
• 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)
• Housing support program: preferential mortgage access via Otbasy Bank partnership