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Mô Tả Công Việc
EPAM is seeking an experienced Lead Machine Learning Engineer to join our dynamic team in Vietnam. This role involves building and maintaining our cutting-edge product recommender systems, with a strong focus on MLOps and optimizing machine learning algorithms. Your advanced technical skills and leadership will be crucial in driving the team towards success. This role offers opportunities for business travel to Hong Kong and the chance to lead innovative AI developments within the dynamic health and beauty industry.
Build and maintain our product recommender systems, with a focus on MLOps (e.g., deployment & performance monitoring) and optimizing machine learning algorithms in PySpark
Coordinate with cross-functional teams to understand business requirements and translate them into technical solutions
Develop and maintain data pipelines and ETL processes to feed data into the recommendation systems
Analyze and evaluate the performance of the recommendation systems and identify opportunities for improvement
Effectively collaborate with other data scientists and engineers to develop innovative machine learning solutions that drive business value
Stay up to date with the latest developments in data science and machine learning technologies and leverage them to improve the recommendation systems
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Yêu Cầu Công Việc
More than 6 years of experience in Machine Learning engineering and at least 1 year as a Lead Machine Learning Engineer
Strong experience in the Python programming language and Big data frameworks such as PySpark
Familiarity with MLOps tools and techniques, such as model deployment, monitoring, and performance optimization
Knowledge of Azure cloud computing platforms (e.g., Blob storage, Databricks, etc.)
Experience in Vector databases and building recommendation systems in an e-commerce environment is a plus
Strong problem-solving skills, with the ability to identify and resolve technical issues in a timely manner
Good understanding of software engineering and DevOps skills (Docker, Git, CI/CD, etc.)
Proficiency in both spoken and written English at B2 level and above is essential
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Hình thức
Full-time
Quyền Lợi
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 and accelerate your journey
Our commitment is to the well-being of our employees and their families by offering premium healthcare insurance for employees and 2 dependents, annual health checkup and 10 days of paid sick leave
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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