Data Science Manager

Aloha Consulting Group

  • Hà Nội
  • Lâu dài
  • Toàn thời gian
  • 13 ngày trước
  • Ứng tuyển Dễ dàng
Our client is a leading FMCG company who is looking for a qualified candidate to join their firm.Job description:Business Partnership: Collaborate with stakeholders to understand business challenges and translate them into data science initiatives with clear, measurable outcomes.End-to-End Model Development: Lead the full ML lifecycle, including data exploration, feature engineering, model building, tuning, and validation.Deployment & Scale: Oversee the deployment and operationalization of ML models in both batch and real-time environments, working closely with engineering teams.Model Monitoring & Improvement: Continuously monitor production models, addressing data drift, changing business needs, and ensuring long-term performance.Advanced ML Applications: Leverage structured and unstructured data (transactional, behavioral, textual, etc.) to design solutions such as recommendation engines, personalization systems, forecasting models, and NLP applications.Standards & Reusability: Establish and maintain reusable ML components, best practices, and frameworks to improve team efficiency and scalability.Communication & Influence: Present insights and solutions effectively to both technical and non-technical audiences, enabling data-driven decision-making.Team Leadership: Mentor junior data scientists, foster a culture of experimentation, and help grow the team’s technical and business capabilities.RequirementsBachelor’s or Master’s degree in Computer Science, Data Science, Mathematics, or related technical fields.Strong academic record (GPA ≥ 3.3/4.0) or background from a leading technical university.5+ years of hands-on experience in applied data science or ML engineering, including delivering production-grade models.Strong grounding in machine learning, applied statistics, and optimization techniques.Proficiency in Python and its data science ecosystem (e.g., scikit-learn, pandas, NumPy, XGBoost, LightGBM).Solid SQL skills with experience working on large-scale data platforms (Snowflake, BigQuery, Spark, or similar).Familiarity with modern MLOps workflows (MLflow, Airflow, Docker, CI/CD) and model monitoring practices.Strong problem-solving ability, product-oriented thinking, and capacity to thrive in a fast-paced, cross-functional environment.Contact: Huong DoDue to the immense number of applications, only shortlisted candidates will be contacted.

Aloha Consulting Group

Những việc làm tương tự

  • CVCC Phân tích dữ liệu (Data Analyst) - K.CNTT

    PVcomBank

    • Hà Nội
    Phúc Lợi Bảo hiểm Thưởng Chăm sóc sức khỏe Đào tạo Tăng lương Chế độ nghỉ phép Mô tả công việc MÔ TẢ CÔNG VIỆC Phân tích yêu cầu nghiệp vụ, thiết kế và triển khai cá…
    • 9 ngày trước