Data Scientist
CÔNG TY TNHH TECH GRID ASIA (VIỆT NAM)
Địa điểm làm việc: Hồ Chí Minh
Hết hạn: 24/11/2024
- Chi tiết công việc
- Giới thiệu công ty
Thu nhập: Thương lượng
Loại hình: Toàn thời gian
Chức vụ: Nhân viên
Kinh nghiệm: 7 năm
Mô tả công việc
Key Accountabilities (1)
Data Solutioning
- Evaluate effectiveness of proposed models and track business performance against data analysis model.
- Build cutting-edge algorithms and work with machine learning and deep learning tools to deliver advance analytics solutions across the firm including recommendation engines, customized data models, customer journeys, graph modes, etc.
- 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.
Key Accountabilities (2)
Data Insighting
- Lead the identification and interpretation of meaningful and actionable insights from large data and metadata sources.
- Review processes and tools designed to monitor and analyze model performance and data accuracy.
- Proactively lead discussions in 3+ squads to identify questions and issues for data analysis
- Collaborate with Data Engineers to build complex, technical algorithms in data analytics software applications to improve work efficiency.
Key Accountabilities (3)
Projects Management
- 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. Talent Development
- Mentor and coach Data Analysts into fully competent Data Scientists.
- Identify and encourage areas for growth and improvement within the tribe.
Data Solutioning
- Evaluate effectiveness of proposed models and track business performance against data analysis model.
- Build cutting-edge algorithms and work with machine learning and deep learning tools to deliver advance analytics solutions across the firm including recommendation engines, customized data models, customer journeys, graph modes, etc.
- 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.
Key Accountabilities (2)
Data Insighting
- Lead the identification and interpretation of meaningful and actionable insights from large data and metadata sources.
- Review processes and tools designed to monitor and analyze model performance and data accuracy.
- Proactively lead discussions in 3+ squads to identify questions and issues for data analysis
- Collaborate with Data Engineers to build complex, technical algorithms in data analytics software applications to improve work efficiency.
Key Accountabilities (3)
Projects Management
- 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. Talent Development
- Mentor and coach Data Analysts into fully competent Data Scientists.
- Identify and encourage areas for growth and improvement within the tribe.
Yêu cầu
- Bachelor's or Master's degree in Statistics, Mathematics, Quantitative Analysis, Computer Science, Software Engineering or Information Technology
Work Experience
- 7+ years of relevant experience in areas of data analysis, machine learning, deep learning model development on large amount of data, implementing and deploying various statistical models
- English proficiency requirements are pursuant to bank's policy
- Deep experience in querying databases and using programming languages (e.g. C, C++, R, Python, Scala, SQL, Java, Tableau, R)
- Extensive experience in building data and analytics solutions, data mining, statistical analysis and data visualization
- Experience in application of machine learning and AI to questions related to the financial markets
- Experience in providing fact-based insights to help senior management and other stakeholders realize enterprise value at scale
- Deep experience in Agile Software Development and has mastery of Agile principles, practices and Scrum methodologies
- Experience working in Agile teams to lead successful digital transformation projects, involved in the end-to-end planning to implementation
Work Experience
- 7+ years of relevant experience in areas of data analysis, machine learning, deep learning model development on large amount of data, implementing and deploying various statistical models
- English proficiency requirements are pursuant to bank's policy
- Deep experience in querying databases and using programming languages (e.g. C, C++, R, Python, Scala, SQL, Java, Tableau, R)
- Extensive experience in building data and analytics solutions, data mining, statistical analysis and data visualization
- Experience in application of machine learning and AI to questions related to the financial markets
- Experience in providing fact-based insights to help senior management and other stakeholders realize enterprise value at scale
- Deep experience in Agile Software Development and has mastery of Agile principles, practices and Scrum methodologies
- Experience working in Agile teams to lead successful digital transformation projects, involved in the end-to-end planning to implementation
Quyền lợi
Negotiable salary. Depending on your qualifications, we are willing to pay top market rates.
• Performance-based bonus.
• Health insurance.
• Onsite collaboration with other offices.
• In-house and need-based professional trainings.
• Flexible working hours and European standard vacation policy.
• Team events.
• No dress-code
• Performance-based bonus.
• Health insurance.
• Onsite collaboration with other offices.
• In-house and need-based professional trainings.
• Flexible working hours and European standard vacation policy.
• Team events.
• No dress-code
Thông tin chung
- Thu nhập: Thương lượng
Cách thức ứng tuyển
Ứng viên nộp hồ sơ trực tuyến bằng cách bấm nút Ứng tuyển bên dưới:
Hạn nộp: 24/11/2024
Giới thiệu công ty
Xem trang công ty
Tech Grid Asia is an innovative IT software development company founded in Singapore that specializes in providing Digital Strategy Consulting and Technology Solutions services. Our team of professionals is experienced in creating and implementing custom software solutions to elevate your business ...
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