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Data Scientist intermediate

4 months ago

Singapore Rapsys Technologies Full time
Banking is needed -Data Science (DS), Machine Learning (ML), and Artificial Intelligence (AI)

Responsibilities:

  • Involve in deploying machine learning models, data science solutions and working with stateofart 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
  • EndtoEnd 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:

  • 37 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, or equivalent quantitative fields preferred.
  • 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 written and oral communication skills.

Job Type:
Contract