Machine Learning Engineer, Institutional Banking Group Permanent

Business Function
The Institutional Banking Group’s (IBG) Data Centre of Excellence (DCOE) is committed to building a data driven organization and maximising the key data capabilities to transform how IBG does business. Data impacts IBG’s businesses every day, and a culture of relentlessly using data and business intelligence will enable IBG to achieve exponential growth.
Job Purpose
The Senior Machine Learning Engineer will provide software engineering support to the IBG DCOE Team in various data science projects. This role will participate in analysing and formulating the business problems as well as identifying and developing the analytics solution. This role will also oversee BAU (business as usual) activities of machine learning models in pre-product and product stages.
Responsibilities

• Apply cutting edge technologies and tools in big data and machine learning to build, manage and automate pipelines for machine learning models and analytics platform.
• Implement machine learning algorithms and build production grade end-to-end analytics solution to solve business challenges together with Data Scientists and business team.
• Perform code optimization, code reviews to improve the quality of Data Scientist’s work.
• In charge of BAU activities, including planning for resources, model monitoring, issue tracking, and maintenance of use cases, etc.

Requirements

• Bachelor’s or master’s degree in Software Engineering, Computer Science, or related fields.
• 5-10 years of experience in data mining and machine learning, and multi-tier software application development in industries that processing large amount of data and demonstrated track record of leveraging advanced analytics to achieve business impact.
• 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.