Chuyên gia khoa học dữ liệu - df - dxabNgân hàng Thương mại Cổ phần Hàng Hải Việt Nam (MSB)
Nơi làm việc: Hà Nội
Ngành nghề: IT phần mềm, Truyền thông/Internet/Online Media, Thống kê, Hóa học - Sinh học, Khoa học, Giao nhận/ Vận chuyển/ Kho bãi
Lương: Thỏa thuận
Hình thức: Toàn thời gian
Ngày đăng: 05/06/2023
Hạn nộp: 05/07/2023
Vị trí công việc này hiện tại đã hết hạn nộp hồ sơ, bạn có thể tham khảo thêm một số công việc tương tự tại đây:
- Mine, profile, clean and analyze data from company's databases to drive optimization and improvement of product development, customer journey experiences, revenue uplift, marketing techniques and business strategies.
- Assess the effectiveness and accuracy of multiple data sources and data gathering techniques.
- Know at all times your data (size, average, distributions, outliers, etc.) and be able to estimate model output, impact and come up with sanity checks to detect bugs (discrepancies between expectations and results). Analyze data for trends and patterns and interpret the data with clear objective and outcome in mind.
- Translate business problems into data analytics ones, build algorithms and work with machine learning and deep learning tools to deliver advance analytics solutions across the firm including classification, regression, recommendation engines, clustering, time series forecasting, probabilistic & statistics modeling, etc.
- Collaborate with use case leads and campaign teams for end-to-end analytics use cases with baselining, modeling, stratified sampling, A/B testing design and go-to-market plan.
- Execute and review data science projects in an Agile manner and in compliance with internal regulatory requirements.
- Develop processes and tools to monitor and analyze model performance and prediction accuracy.
- Guarantee machine learning models are developed with modular, maintainable & scalable code bases.
- As a senior data scientist, you will also:
- Evaluate effectiveness of proposed models and track business performance KPIs against data model.
- Drive application of machine learning and big data techniques across different journeys and squads.
- Manage, execute, and review complex data science projects in an agile manner and in compliance with internal regulatory requirements.
- Lead the identification and interpretation of meaningful and actionable insights from large data and metadata sources together with business partners.
- Review processes and tools designed to monitor and analyze model performance and prediction accuracy.
- Proactively lead discussions in 3+ squads to identify questions and issues for data science
- Collaborate with Data Engineers & ML Engineer to build complex, technical algorithms in data analytics software applications to improve work efficiency.
- Manage project conflicts, challenges and dynamic business requirements to keep operations running at high performance.
- Work with team leads to resolve people problems and project roadblocks, conduct post mortem and root cause analysis to help squads continuously improve their practices to ensure maximum productivity.
- Mentor and coach junior fellows into fully competent Data Scientists.
- Identify and encourage areas for growth and improvement within the team.
- Master's degree (or higher) in Statistics, Mathematics, Quantitative Analysis, Computer Science, Software Engineering, Information Technology or other Numerical Disciplines. Ph.D. degree in the field is a plus.
- Experience in querying databases, coding and statistical computer languages (e.g. Python, Scala, Java, SQL)
- 4-8 years of relevant experience in areas of data analytics, model development on large amount of data, implementing and deploying various statistical, machine learning & deep learning models such as: Simulation, GLM/Regression, Classification, Decision Trees, Random Forest, Gradient Boosted Trees, Neural Networks, Text Mining, Graph Learning, Social Network Analysis, etc.
- Experience with data processing, statistics, machine learning and deep learning tools: Numpy, Pandas, Statsmodels, Scikit-Learn, Tensorflow, Keras, Pytorch, etc.
- Experience with distributed data/computing tools: HDFS, Hive, Presto, PySpark, etc.
- Experience with visualizing/presenting data for stakeholders using: D3.js, ggplot, matplotlib, seaborn, plotly, etc.
- Experience with cloud services (AWS, GCP, Azure)
- Experience in application of machine learning and AI to questions related to the financial sector
- Experience in providing fact-based insights to drive decision-making and help senior management and other stakeholders realize enterprise value at scale
- English proficiency requirements are pursuant to MSB's policy
- Experience with communicating complex analysis and models across a diverse team
- Excellent written and verbal communication skills for coordinating across teams
- Understanding of Agile principles, practices and Scrum methodologies
- Experience working in Agile teams to support digital transformation projects
Nộp hồ sơ liên hệ
Ngân hàng Thương mại Cổ phần Hàng Hải Việt Nam (MSB)
Giới thiệu công ty
Ngân hàng Thương mại Cổ phần Hàng Hải Việt Nam (MSB) việc làm
11 Nguyễn Huệ, Phường Ngọc Trạo, TX Bỉm Sơn, Tỉnh Thanh Hóa
Quy mô: Từ 10 - 25 nhân viên
Việc làm tương tự
Chuyên gia Khoa học Dữ liệu (Data Scientist) - MSB - DT - 1M436
Ngân hàng Thương mại Cổ phần Hàng Hải Việt Nam (MSB)
40,000,000 - 50,000,000 VNĐ
Hà Nội
23/05/2024
Senior Python BackEnd Developer
HỌC VIỆN ĐÀO TẠO LẬP TRÌNH MCI VIỆT NAM
Lương cứng upto 15tr/tháng + % hoa hồng thưởng theo tiến độ dự án
Hà Nội
10/05/2024
Expert, Business Intelligence (40000050)
Ngân hàng Thương mại Cổ phần Kỹ Thương Việt Nam (Techcombank)
Thỏa thuận
Hà Nội
03/06/2024
Kỹ Sư MLOps
Tổng Công ty Mạng lưới Viettel - Chi nhánh Tập đoàn Công nghiệp - Viễn thông Quân đội
20 - 40 triệu VNĐ
Hà Nội
18/05/2024
Vị trí Chuyên gia khoa học dữ liệu - df - dxab do công ty Ngân hàng Thương mại Cổ phần Hàng Hải Việt Nam (MSB) tuyển dụng tại Hà Nội, Joboko tự động tổng hợp mức lương Thỏa thuận, tìm thêm việc làm về Chuyên gia Khoa học Dữ liệu - DF - DXAB hoặc công ty Ngân hàng Thương mại Cổ phần Hàng Hải Việt Nam (MSB) ở các link phía trên
Giới thiệu công ty
Ngân hàng Thương mại Cổ phần Hàng Hải Việt Nam (MSB) việc làm
11 Nguyễn Huệ, Phường Ngọc Trạo, TX Bỉm Sơn, Tỉnh Thanh Hóa
Quy mô: Từ 10 - 25 nhân viên