Machine Learning Engineer (LLM)
EPAM is looking for a talented Machine Learning Engineer with LLM experience to join our team in Vietnam. In this role, you will be responsible for building and optimizing product recommender systems, leveraging advanced machine learning and big data technologies. You will collaborate with cross-functional teams and contribute to innovative AI solutions for a high-profile client in the retail industry.
Responsibilities
- Develop and maintain data pipelines and ETL processes to feed data into the recommendation systems
- Identify and suggest code enhancements and optimizations for better performance
- Develop Flask REST APIs for serving machine learning models
- Work with cross-functional teams for system integration
- Participate in planning, estimating, and aligning with team development
- Contribute to LLM (Large Language Model) and LLMOps development and deployment
- Stay updated with the latest developments in machine learning technologies and leverage them to improve the recommendation systems
Requirements
- Advanced proficiency in Python, with proven experience in developing robust solutions
- Skilled in big data frameworks such as Spark or PySpark, with hands-on experience in processing and analyzing large datasets
- Solid understanding of machine learning practices, including model development, evaluation and optimization
- Familiarity with cloud computing platforms, including Azure, AWS or GCP, for deploying and managing machine learning solutions
- Strong understanding of software engineering and DevOps skills (Docker, Git, CI/CD, etc.)
- Proficiency in both spoken and written English, with the ability to collaborate effectively in a multicultural environment
