Data Scientist (MNC Bank) 12 months contract l Up to $8500

Location Singapore
Discipline Information & Communications Technology
Job Reference BBBH126392_1683188235
Salary S$5500 - S$8500 per month
Consultant Name Rupa Kankariya
Consultant Email rupa.kankariya@manpower.com.sg
Consultant Contact No. 65515317
EA License No. 02C3423
Consultant Registration No. R1441955


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 proficiency 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:

  • B.Sc./M.Sc./PhD or equivalent degree in Statistics, Analytics, Applied Mathematics, Operation Research, or equivalent quantitative fields
  • 3-7 years of experience in data science/analytics role in either of the industries like consumer banking, ecommerce, retail, telecoms, or technology
  • Demonstrated track of generating value through data Science, machine learning or artificial Intelligence solutions.
  • Should have full understanding of applications of data Science, machine Learning or artificial intelligence 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.


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Rupa Kankariya
Personnel Reg No.: R1441955
EA License No.: 02C3423

Rupa Kankariya EA License No. 02C3423 Personnel Registration No. R1441955

Please note that your response to this advertisement and communications with us pursuant to this advertisement will constitute informed consent to the collection, use and/or disclosure of personal data by ManpowerGroup Singapore for the purpose of carrying out its business, in compliance with the relevant provisions of the Personal Data Protection Act 2012. To learn more about ManpowerGroup's Global Privacy Policy, please visit https://www.manpower.com.sg/privacy-policy