CMC Global

Data Scientist

CMC Global

  • Đà Nẵng,
  • 31/12/2021

JOB DESCRIPTION

  • Play a key role in our advanced analytics team developing data science solutions
  • Build predictive models to elevate the customer experience and drive revenue growth in our restaurants globally
  • Implement globally scalable, cross-brand solutions related to data science
  • Deliver solutions leveraging the latest machine learning (ML) techniques that can be productionalized at scale.
  • Collaborate with science teams to enhance, scale, and operationalize existing models.
  • Conduct and support white-boarding sessions, workshops, design sessions, and project meetings as needed, playing a key role in cross-functional business relations.
  • Work with colleagues from Vietnam, the United Kingdom, and the US
  • Responsible for processing huge volumes of data across all markets in PH
  • Apply machine learning techniques and build high-quality predictive/prescriptive systems

 

REQUIREMENTS

  • 5+ years of experience in developing machine learning models for products.
  • In-depth knowledge of Python and SQL.
  • Knowledge of common data science Python libraries like NumPy, Pandas, PyTorch, and TensorFlow.
  • Deep understanding of supervised and unsupervised machine learning techniques,
  • Hands-on experience with neural networks, particularly for time series and recommender systems, is preferred.
  • Experience building recommendation engine models for eCommerce business
  • Knowledge of the full data mining steps from data preparation, modeling, visualization, and interpretation.
  • Experience in integrating business analysis with technical solutions that involve advanced analytics solutions, demand forecasting, segmentation, churn prediction, predictive maintenance, and route optimization, etc.
  • Ability to work with key business stakeholders throughout the organization to identify opportunities for leveraging our data to drive business solutions by using advanced analytical methods.
  • Master’s degree/Ph.D. in a highly quantitative field (statistics, computer science, etc.)
  • Nice to have: Experience with AWS & Scala

 

* Please send your application via email: [email protected]

 

  • Years of Experience Required

    5+ years of experience in developing machine learning models for products.

  • Required Education Level

    Bachelor’s Degree

  • Job Level

    officer

  • Work Form

    Full-time