Business Function Group Technology and Operations (T&O) enables and empowers the bank with an efficient, nimble and resilient infrastructure through a strategic focus on productivity, quality & control, technology, people capability and innovation. In Group T&O, we managethe majority ofthe Bank's operational processes and inspire to delight our business partners through our multiple banking delivery channels.
Research and develop algorithms/models to address business and technology challenges faced by Group Finance business users and MOT-Finance Platform tech teams
Understand business requirements from key stakeholders and develop solutions to address their problems, specifically the experimentation and in-depth study of various algorithms and machine learning models
Measure and quantify the financial/business impact of applying quantitative methods to business and operational challenges
Identify opportunities for collaboration and exploration of advanced models in the field of A.I and Deep Learning, such reinforcement learning algorithms and generative models
Operationalize model pipelines into re-usable libraries for the team
Master's or Ph.D in Computer Science, Statistics, Math, Engineering or other quantitative disciplines. Candidates with strong statistics & math backgrounds would be highly preferred.
2-5 years of experience in applied statistical learning, machine learning and data science with tangible outcomes.
Individual with a strong interest and natural curiosity in exploring various technical domains in the areas of optimisation and machine learning.
In-depth knowledge and hands-on experience in deep learning.
Good understanding of statistics, math and optimisation theory.
Understanding of mathematical fields such as operations research and dynamical systems would be highly appreciated
Excellent written and communication skills, especially one who can explain how machine learning models and statistical learning algorithms are applied.
A keen learner who desires to learn and acquire new knowledge both in business and technical domains, as well as to acquire proficiency in new tools, languages and techniques.
A strong team player who can contribute as an individual
Extremely proficient in software development, with in-depth knowledge of TensorFlow, PyTorch, Keras, PySpark as well as big-data tools such as Spark, Hive & Alluxio.
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.