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Data Engineer, Group Customer Analytics & Decisioning
About OCBC Having purpose and making a real impact drives what we do at OCBC, for our customers, colleagues and the community. People count on us to deliver an amazing banking experience, but more importantly one that is uncomplicated and complements their changing lifestyle and business needs. Our employees are the architects that make this all possible; they are high performing individuals and teams, experts in their field and above all believe in our purpose and commitment to customers. Our community of game changers at OCBC builds for the future; think Ambitious goals, act with a strong Belief and execute with Courage and agility to drive impact. These ABCs sit at the centre of our culture of change and innovation.
What you'll do
Based in the Group Customer Analytics & Decisioning team, you will be responsible for design, development and implementation of advanced data-driven approaches including NLP, OCR, text mining, etc.
Work with very large data sets (both structured and unstructured) using text mining to streamline processes & generate new insights.
Design, develop and implement production text mining solutions.
Productionize NLP/ML algorithms.
Stay abreast of the new developments in Artificial Intelligence (AI)/Machine Learning (ML).
Qualifications What you bring
Minimum 3 years of working experience with AI, ML, NLP or a related field
Strong hands-on skills in OCR and text mining process/algorithms using Python
Knowledge in developing basic GUI using Python / Java or related tools
Exposure in end to end automation - building scripts, handling and automated job scheduling
Experience in applying machine learning techniques and designing algorithms that are scalable and production-grade
Understanding of traditional structured data warehouse environments such as Teradata / Oracle
Experienced in database languages like SQL and PL/SQL
Some exposure of Hadoop like HIVE
Understanding of banking, insurance or financial services preferred but not necessary
Energetic personality with an innovative, self-starting spirit. Someone that likes to ask "why?"
Internal Number: 6533674
About OCBC Bank
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