Vietnam Job Openings
EPAM Systems
Senior Machine Learning Engineer
November 14, 2024
The role will focus on leveraging cutting-edge language models and Generative AI techniques to create innovative solutions in the retail industry. As a Senior Machine Learning Engineer, you will collaborate with cross-functional teams to design, develop, and deploy LLM-based applications.
RESPONSIBILITIES
- Build ETL data pipelines for external knowledge retrieval of LLMs
- Organize, manage and optimize data quality and data processes
- Integrate various technology stacks to develop AI products
- Design and develop LLM-driven applications, including chatbots with complex workflow prompts and custom tools for LLM agents
- Collaborate with IT teams and project managers to support different use cases
- Continuously seek to improve and enhance product quality
- Integrate Generative AI technologies into the applications
- Implement and manage LLMOps processes, ensuring efficient deployment, monitoring and optimization of LLMs in production
REQUIREMENTS
- At least 2 years of experience in building products using GPT and other Large Language Models with LLM ecosystems and frameworks like Lang Chain, Llama Index, Langfuse, Open AI, etc
- At least 3 years of experience in developing and deploying software and artificial intelligence products (sentiment analysis, topic modeling, text processing, and analysis)
- Strong proficiency in Python with code quality control and unit test
- Experience with Big Data and distributed computing such as Spark, Hadoop, SQL queries and vector databases is a must
- Ability to design and build CI/CD pipeline (Github, Gitlab, Azure Dev Ops, etc) on cloud platform (Azure, AWS, GCP)
- Ability to work with Docker and deployment in Kubernetes
- Hands-on experience orchestration framework such as Airflow, Dagster, Azure Data Factory or similar tools
- Experience with Agile processes such as Scrum process, or Kanban process
WE OFFER
- By choosing EPAM Vietnam, you're getting a job at a Vietnam Best Workplace™ certified company (2022-23 and 2023-24)
- You'll work with the latest and most advanced technologies on exciting global projects with a supportive multicultural team where your voice matters
- We prioritize a healthy work-life balance with a flexible hybrid working model and generous annual leave of up to 19 days
- We offer a transparent career path and an individual roadmap to engineer your future & accelerate your journey
- At EPAM, you can find vast opportunities for self-development: access to over 25,000 online courses and libraries from industry leaders, English classes, mentoring programs, partial grants of certification, and experience exchange with colleagues around the world. You will learn, contribute, and grow with us
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