Senior Machine Learning Engineer Ho Chi Minh City, Viet Nam
Senior Machine Learning Engineer Description
We're seeking an experienced Senior Machine Learning Engineer with advanced technical skills to join our team at EPAM Vietnam. The role involves building and maintaining our product recommender systems with a focus on MLOps and optimizing machine learning algorithms. In addition to this, your strong technical skills will be the key factor in driving the team toward success.
#LI-DNI
Responsibilities
- 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
- 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
Requirements
- More than 4 years of experience in machine learning engineering with a bachelor’s degree in Computer Science, Information Technology, Software Engineering or equivalent
- Strong experience in 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.)
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
Here, we summarize the typical journey to finding a job within EPAM:
Step 1: General interview with our talent attraction specialist
Step 2: Technical interview with our technology experts*
Step 3: Manager interview with a hiring manager
Step 4: Client interview**
And you are ready to join the team!
Not sure if you meet all the requirements? No problem. Let’s talk anyway and find out more!
It takes 1 min of application to start the journey with us. Apply now!
*Certain positions may necessitate entry tests tailored to specific client and project requirements.
**A project-specific interview may precede the client interview to assess project fit.
Life at EPAM
EPAM Systems Inc. (EPAM) is a leading digital transformation services and product engineering company. Since 1993, we have used our software engineering expertise to become a leading global provider of digital engineering, cloud and AI-enabled transformation services, and a leading business and experience consulting partner for global enterprises and ambitious startups. We make GenAI real with our AI LLM orchestration, testing and engineering solutions, EPAM DIAL, EPAM EliteA™ and EPAM AI/RUN™, respectively. We deliver globally, but engage locally with our expert teams of consultants, architects, designers and engineers, making the future real for our clients, our partners and our people around the world.
Added to the S&P 500 and the Forbes Global 2000 in 2021 and recognized by Glassdoor as a Best Workplace in 2023 and 2024, our multidisciplinary teams of 53, 250+ employees serve customers in 55 countries and regions, across six continents (*Data as of Q3 2024).
Established in 2019, EPAM Vietnam has about 150 employees and is still expanding rapidly. We offer a multicultural environment where our tech talents can proactively develop world-class solutions directly with international clients. At EPAM Vietnam, we adopt a global growth strategy, thinking and acting like start-ups, working in multi-disciplinary teams, and delivering results. You’ll find interesting challenges typically dealt with at a start-up, yet you’ll be in a highly professional corporate setting.
