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(Senior) Manager, Data Science

Vingroup · Hà Nội,Thành phố Hồ Chí Minh, Hồ Chí Minh
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Loại hình
Toàn thời gian
Hình thức
Tại văn phòng
Cấp bậc
Trưởng / Phó phòng
Ngành nghề
CNTT - Phần mềm
Phòng ban
VinSmart Future
Mức lương
Thương lượng
Địa điểm
Hà Nội · Hồ Chí Minh

Tổng quan

  • Provide technical leadership and direction across Data Science and Machine Learning initiatives, ensuring high standards in modeling, experimentation, and production delivery.
  • Define and drive the Data Science roadmap and priorities, aligned with product and business objectives.
  • Own the delivery and business impact of Data Science initiatives, working closely with Product, Growth, Marketing, CRM, Engineering, and Data Platform teams.
  • Develop and maintain quantitative models to drive user growth efficiency, including segmentation, propensity, and recommendation models for key problems such as retention, activation, conversion, and monetization.
  • Design and analyze A/B tests, uplift experiments, and causal inference studies to measure the true impact of marketing campaigns or policy changes.
  • Build and train uplift and causal ML models to identify customers with the highest probability of positive response.
  • Develop reinforcement learning and contextual bandit models for personalization, adaptive offers, and dynamic channel allocation; research and implement models that optimize long-term objectives such as Customer Lifetime Value (CLV).
  • Design and operate optimization problems for resource, budget, and exposure allocation under real-world constraints and objectives.
  • Apply deep learning (embedding, seq2seq, transformer-based recommenders) to capture multidimensional user behaviors and complex signals such as location, device, and transaction sequences.
  • Collaborate closely with Product, Growth, Marketing, CRM, and Data Platform teams to deploy models into production and monitor performance accuracy and drift on a quarterly basis.
  • Build guardrail metrics and growth simulation frameworks to forecast the long-term impact of product or policy changes.
  • Contribute to the development of experimentation frameworks and uplift platforms with ML engineers to automate analysis and reporting.
  • Develop reproducible analysis notebooks and dashboards; conduct insight workshops for non-technical stakeholders.
  • Optimize data querying and processing workflows using SQL, NoSQL, and Python.
  • Enhance and automate data pipelines and streaming data processes for scalability and reliability.
  • Optimizing process of access, security and managing infrastructure.
  • Lead and manage the Data Science team, including team planning, hiring, mentoring, performance management, and capability development.
  • Propose product improvement ideas and write research reports

Yêu cầu

  • Education & Experience
  • Bachelor’s degree or higher; Master’s degree or published research is preferred.
  • In-depth knowledge of Data Platforms/Data Science.
  • Proficient in Python and SQL/NoSQL.
  • At least 8–10 years of experience in Data Science, Machine Learning, or related fields.
  • Proven experience leading and managing Data Science/ML teams, including mentoring, team development, technical leadership, and delivery ownership.
  • Strong ability to research and apply English-language materials.
  • Technical Competencies
  • Proficient in Data Platforms and Data Science.
  • Skilled in Python, SQL/NoSQL, Git, and Docker.
  • Strong ability to improve and optimize processes, pipelines, and code.
  • Core Competencies
  • Strong problem-solving skills and ability to work independently.
  • Proactive in researching and adopting new technologies.
  • Mentorship and teamwork support capabilities

Quyền lợi

  • Work from Home on working Saturdays.
  • Attractive compensation and bonus packages, highly competitive in the market.
  • Exclusive employee benefits across the Group’s ecosystem in accordance with company policies.
  • Opportunity to work on large-scale and strategic technology projects.
  • Professional technology environment with leading scientists, experts, and engineers from top technology companies in Vietnam and around the world.
  • Exclusive mentoring programs from the Group and Company leadership team.
  • Full statutory insurance coverage in accordance with Vietnamese Labor Law (Social Insurance, Health Insurance, Unemployment Insurance), along with private healthcare insurance based on job grade and annual health check-ups at reputable hospitals and healthcare centers nationwide.
  • Participation in internal activities, team-building programs, and annual company events.
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