Data Scientist

4 weeks ago

Singapore Manpower Singapore Full time

This range is provided by Manpower Singapore. Your actual pay will be based on your skills and experience — talk with your recruiter to learn more.

Base pay range

Responsibilities

  • Involve in deploying machine learning models, data science solutions and working with state-of-art data science and machine learning tools such as Spark, Sklearn, Tensorflow and will have mastery in any number of analytic programming languages/platforms like Python, R. etc.
  • Work with large datasets, distributed Big Data Platforms, CI/CD tools for continuously deploying variety of advanced analytics solutions across the bank ranging from recommendation engines, propensity models, customer segmentation, Graph models, Credit underwriting model, pricing and more
  • Engage with data science/machine learning project teams, business and product teams to create the deployment framework
  • End-to-End processes for feature engineering, model deployment and model performance monitoring
  • Deploy A/B test experiments to test the model effectiveness and Analyze to identify the target segments
  • Drive the Big data infrastructure/ Data engineering team to set up the production environment
  • Build reusable, scalable deployment frameworks
    Requirements:
  • 3-7 years of experience in data science/analytics (consumer banking, ecommerce, retail, telecoms, technology) with demonstrated track of generating value through DS/ML/AI solutions.
  • B.Sc./M.Sc./PhD or equivalent degree in Statistics, Analytics, Applied Mathematics, Operation Research.
  • Should have full understanding of applications of DS/ML/AI solutions to various business problems.
  • Proficiency in using databases like Teradata, NoSQL and Hadoop using SQL, Hive, Spark, CI/CD tools such as Bitbucket/GitHub, Jenkins, Repository management, Kubernetes, Kibana, Grafana etc.
  • Programming experience in Python, Spark, SAS, TensorFlow or other machine learning oriented programming languages/platforms.
  • Good understanding of technology tools especially those related to analytics, data & modeling.
  • Ability to communicate complex analysis/models across a diverse team.
  • Good communication skills.
    Interested Candidates may send their resume and cover letter directly to ,stating the position as the subject title in the email.
    Hibah Bakhtavar | EA License No. 02C3423 | Personnel Registration No. R

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Seniority level
  • Seniority level Entry level
Employment type
  • Employment type Contract
Job function
  • Job function Finance
  • Industries Banking

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