We are looking for a seasoned Python Machine Learning Engineer who is proficient in designing, developing, and deploying cutting-edge Machine Learning models and NLP applications.
The role will involve leveraging your expertise in LLMs to drive a variety of Python projects, ranging from chatbots and question-answering systems to content generation.
The remote option applies only to the Candidates who will be working from any location in Ukraine.
#LI-DNI#LI-IRINABENKO
Responsibilities
- Design, construct, and implement Machine Learning models and applications leveraging Python
- Investigate and provide insights on LLMs across various platforms including chatbots, question-answering systems, and content generation
- Work alongside multidisciplinary teams to define project necessities, deliver high-quality solutions, and ensure cohesive integration with existing infrastructures
- Tune and enhance LLM models to improve performance, efficiency, and precision
- Produce and update documentation related to developed solutions, providing clear and detailed reports on technical functionalities and system specifications
- Identify and rectify challenges with LLM in production environments to uphold strong reliability and performance
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- 3+ years in Python development and Machine Learning engineering
- Background in software engineering principles, such as design architectures and code enhancement techniques
- Robust coding capabilities in Python featuring high-performance algorithms
- Proficiency in working with advanced LLMs, including GPT3/ Llama/ T5/ BERT, and familiarity with NLP frameworks like Hugging Face Transformers, PyTorch/JAX
- Understanding of cloud services platforms, like AWS, Azure, or GCP
- Portfolio of LLMOps projects, e.g., Auto-GPT, Langchain, LlamaIndex, VectorDBs
- Deep knowledge of statistical methodologies and analytics
- Familiarity with version control tools such as Git
- Work on a flexible schedule remotely or from any of our comfortable offices or coworking spaces in Ukraine
- Receive the necessary equipment to perform your work tasks
- Change projects and technology stacks within EPAM
- Gain experience in various business domains (Insurance, E-commerce, Healthcare, Finance, Travelling, Media, Artificial Intelligence, and more)
- Consider relocation options in over 30 countries worldwide
- Participate in volunteer, charity programs and communities (both technical and interest-based)
- You can plan your individual career path together with your manager
- Receive regular feedback from colleagues
- Improve your English for free with certified teachers (Speaking Clubs, client interview preparation courses, etc.)
- Get the opportunity to undergo free training and certification in AWS, GCP, or Azure Clouds
- Use the internal E-learn training program (18,200+ specialized training and mentoring programs)
- Access corporate accounts on LinkedIn Learning, Get Abstract and other partner resources
- Study at EPAM Solution Architecture School with the instructors who are practicing architects
- Develop as a leader, join Delivery Management, Resource Management, Leadership Essentials school and more
- Participate in internal communities (500+ meetups, technical discussions, brainstorming sessions, online events and conferences annually)
- Vacation and sick leave (including a sick leave without a medical certificate)
- A wide range of Voluntary Medical Insurance programs providing both medical treatment and various preventive options (including sports activities)
- Medical insurance for family members at corporate rates
- Company support during significant life events (childbirth or adoption, marriage, etc.)
- Support for psychological comfort: discounts on services from mental health specialists or coaches, thematic training
- E-kids program - a free programming language training program for EPAMers' children