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AVP / Senior Associate, Data Engineer - Institutional Banking Group (IBG)

DBS Bank Limited
Singapore
Posted about 23 hours ago Permanent Competitive
AVP / Senior Associate, Data Engineer - Institutional Banking Group (IBG)
Business Function:

The Institutional Banking Group provides corporate customers with a full range of commercial banking products and services, including cash management services, current accounts, time deposits, trade finance, working capital finance, term loans and foreign exchange. Through our continued commitment, DBS has cultivated long-standing relationships with its customers in the region that are based on account relationship management, service differentiation, product development and rigorous credit standards.

Responsibilities
  • Track, manage, coordinate with relevant stakeholders in Data Science and Tech team to resolve end-to-end production issues and bug fixes.
  • Play a pivotal role to establish, monitor and maintain tracking and alert mechanisms of BAU models to ensure optimal performance, including continuous hyperparameter tuning and model refinements
  • Co-lead the BAU execution with Tech team to ensure timely pipelines run and model intended outputs are successfully generated
  • Take on a stewardship role to manage and maintain the list of routine BAU activities on data sources and data pipelines to ensure smooth running data science and heuristic models in production.
  • Assist the business in analysing the effectiveness of business parameters built within the pipelines.
  • Assist ML Ops team lead in pipeline migration from development to production environment and seamless integration of experimental/enhancement works into BAU production mode.
Requirements
  • Bachelor's or master's degree in Software Engineering, Computer Science, or related fields.
  • 3 - 5 years of experience in migration, deploying and continuously improving/maintaining productionalised ML applications and pipelines.
  • Experience with full data analytics platform stack (Hadoop, Hive, Spark, Presto, Alluxio, AWS, Job Server, etc), and structured and unstructured databases.
  • Excellent programming skills in Python, Java Script, SQL, Shell Script.
  • Familiar with tools such as VS Code, PyCharm, Jupyter, Jira, Git, Confluecne, Jenkins.
  • Strong in problem-solving, being resourceful with end-to-end critical thinking to find out solutions even in unfamiliar scenarios.
  • Good communication and project management skills
Apply Now

We offer a competitive salary and benefits package and the professional advantages of a dynamic environment that supports your development and recognises your achievements.
Job ID  WD33144
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