Senior Machine Learning Engineer
CÔNG TY TNHH HỆ THỐNG EPAM (VIỆT NAM)
Địa điểm làm việc: Hồ Chí Minh
Hết hạn: 18/10/2024
- Chi tiết công việc
- Giới thiệu công ty
Mức lương: Thỏa thuận
Loại hình: Toàn thời gian
Chức vụ: Nhân viên
Kinh nghiệm: 4 năm
Mô tả công việc
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.
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
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
Yêu cầu công việc
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.)
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.)
Quyền lợi được hưởng
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
How We Hire
Here, we summarize the typical journey to finding a job within EPAM.
Apply and tell us about yourself!
Go through some standard interviews:
General interview with a recruiter
Technical interview with our technology experts
Manager interview or Offer interview with a hiring manager
Get 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!
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
How We Hire
Here, we summarize the typical journey to finding a job within EPAM.
Apply and tell us about yourself!
Go through some standard interviews:
General interview with a recruiter
Technical interview with our technology experts
Manager interview or Offer interview with a hiring manager
Get 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!
Thông tin chung
- Mức lương: Thỏa thuận
Cách thức ứng tuyển
Ứng viên nộp hồ sơ trực tuyến bằng cách bấm nút Ứng tuyển bên dưới:
Hạn nộp: 18/10/2024
Giới thiệu công ty
Xem trang công ty
A leading global provider of digital platform engineering and software development services Since 1993, EPAM Systems, Inc. (NYSE: EPAM), has leveraged its core engineering expertise to become a leading global product development and digital platform engineering services company. Through its...
A leading global provider of digital platform engineering and software development services Since 1993, EPAM Systems, Inc. (NYSE: EPAM), has leveraged its core engineering expertise to become a leading global product development and digital platform engineering services company. Through its...
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