Associate Data Scientist

Singtel
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Job Description

Job Responsibilities:

  • Conceptualize data use cases with business users and conduct tech assessment and define measurements of success for data use case.
  • Develop machine learning models for predictive modelling, NLP models, text analytics and operational analytics.
  • Manipulate large data sets and use them to identify trends and reach meaningful conclusions to inform strategic business decisions
  • Interpret and analyse data using exploratory mathematics and statistical techniques based on the scientific method
  • Perform Machine Learning model testing
  • Explain and interpret model results
  • Incorporate new data sources and implement creative methodologies to improve model performance.
  • Build production systems that take inputs from multiple models and support decision making.
  • Build, validate, test, and deploy models and algorithms

We are committed to a safe and healthy environment for our employees & customers and will require all prospective employees to be fully vaccinated.

Requirements:

  • A degree in Computer Science, Applied Math, Statistics, or Industrial Engineering. A relevant Master’s degree (or higher) is highly regarded.
  • 5+ years of work experience involving quantitative data analysis and complex problem solving.
  • Experience with model monitoring techniques, and implications for retraining decisions
  • Familiar with MLOps ecosystem tools & process
  • Clear communicator, happy with distilling and effectively simplifying complex MLOps topics to audiences of a broad technical knowledge range
  • Complete command of SQL, Python, Spark and Hadoop frameworks along with some experience with Tableau. Proficiency with similar BI and visualization tools is also transferable.

Company Info.

Singtel

Singtel is a Singaporean telecommunications conglomerate and one of the four major telcos operating in the country. The company is the largest mobile network operator in Singapore with 4.1 million subscribers and through subsidiaries, has a combined mobile subscriber base of 640 million customers at the end of financial year 2017.

  • Industry
    Telecommunications
  • No. of Employees
    25,000
  • Location
    31 Exeter Rd, Singapore 239732, Singapore
  • Website
  • Jobs Posted

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Singtel is currently hiring Associate Data Scientist Jobs in Singapore with average base salary of S$75,000 - S$155,000 / Year.

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