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[Tuyển dụng Hà Nội] Ngân hàng TMCP Việt Nam Thịnh Vượng - VPBank cần tuyển Chi tiết công việc

Giới thiệu công ty



Thu nhập:
Cạnh tranh
Loại hình:
Toàn thời gian





Chức vụ:
Nhân viên
phần mềm
machine learning
cloud
big data
Mô tả 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
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.
Conduct research on modern methods for machine learning and engineering.
Proactively analyze and utilize existing/new data sources to support more impactful analyses
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
Yêu Cầu Công Việc
Job requirements:
Bachelor degree 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
Proficiency in at least one programming language R/Python
Proficiency in big data technologies, distributed computing, software and visualization development
Data mining related fields area
Predictive modelling related jobs
Big data engineering and software development
Leaderships & managing skills
What we offer:
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 banks 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...)
Quyền lợi
Chế độ bảo hiểm
Du Lịch
Phụ cấp
Đồng phục
Chế độ thưởng
Chăm sóc sức khỏe
Đào tạo
Tăng lương
Phụ cấp thâm niên
Nghỉ phép năm
CLB thể thao
Thông tin khác
Địa điểm làm việc
Hà Nội
89 Láng Hạ, Đống Đa, Hà Nội
Thông tin chung
Thu nhập: Cạnh tranh
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Tags:Tuyển dụng Hà Nội, việc làm Hà Nội, Ngân hàng TMCP Việt Nam Thịnh Vượng - VPBank tuyển nhân viên

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