Machine Learning Engineer Expert - Hà Nội - Eda

  • salary Mức lương: Thỏa thuận
  • date Hạn nộp: (Đã hết hạn)
  • place Địa điểm: Hà Nội
Ngân Hàng TMCP Việt Nam Thịnh Vượng VPBank
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Thông Tin Chung

Loại hình:
Toàn thời gian
Vị trí/chức vụ:
Nhân Viên/Chuyên Viên
Yêu cầu bằng cấp:
Đại Học
Ngày đăng tuyển:
10/12/2024
Yêu cầu kinh nghiệm:
Trên 6 năm
Yêu cầu ngôn ngữ:
Tiếng Anh
Ngành nghề:
IT Phần Mềm
Địa điểm làm việc:
Hà Nội
Hà Nội
1. Hà Nội

Chi Tiết Công Việc

Mô tả công việc:

1.Working with other centers/departments in EDA as well as Business Units to understand business problems so as to support them in better utilizing machine learning.

  • Managing and directing a team of machine learning engineers in applying data science and engineering techniques in packaging data analytic models developed by Data Science Office.

  • Managing and directing a team of machine learning engineers in developing and operating the MLOps platform.

  • Partner with data scientists to build and operate Feature stores.

  • Collaborate with relevant units to pull new data sources for AIC to facilitate developing new use-case.

  • Partner with data scientist to build criteria for validating machine learning model.

  • Develop deployment architecture for machine learning model, leverage on premise and cloud based big data platforms to refactor and optimize code for production.

  • Automate data and machine learning engineering processes.

  • Monitor model performance, business impact after deployment; support retrain to improve model quality.

  • Coach & train team members.

2. Conduct research and acquire new machine learning techniques

  • Conduct research on modern methods for machine learning and engineering.

  • Proactively analyze and utilize existing/new data sources to support more impactful analyses

3.Partner business units on advanced analytics-related problems

  • Working with other centers/departments in EDA as well as Business Units to understand business problems so as to support them in better utilizing machine learning

  • Training other EDA team members on machine learning

Yêu cầu công việc:

  • Bachelordegree in Mathematics, Statistics, Engineering, Computer Science or other Quantitative discipline
  • Min 6 years of solid experience in data science, machine learning or big data engineering.
  • Experiences in deploying machine learning model to production
  • Experience in working with cloud environment
  • Experience in interpreting data and translate them into actionable insights, not just data extraction and reporting
  • Advanced in SQL Server & Excel
  • Proficiencyin at least one programming language R/Python
  • Proficiencyin big data technologies, distributed computing,softwareand visualization development
  • Data mining related fields area
  • Predictive modelling related jobs
  • Big data engineering and software development
  • Leaderships & managing skills

Quyền lợi được hưởng:

  • Attractive income, competitive salary and bonus according to ability
  • Bonus on Holidays and New Year (according to banking policy from time to time)
  • Get preferential loans according to the bank's policy from time to time
  • Attractive leave mode according to job rank (12-18 paid leaves/year)
  • Compulsory insurance according to labor law & VPBank care insurance for employees depending on rank and working time
  • Participate in training courses depending on the Training Framework for each position
  • Working time: Monday - Friday & Saturday morning (two Saturday mornings/month off)
  • Dynamic, friendly working environment with many opportunities for training, learning and development; participate in many interesting cultural activities (sports event, talents, teambuilding activities...)

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