Machine Learning/Big Data - Technical Systems Analyst (Banking - Anti-Money Laundering/KYC)

Job Objectives

To support AML (Anti-Money Laundering) Projects/CRs for Singapore and Regional entities

Key Skills:

Shell Script, SQL, Spark, Python, System Diagram

-This role is not data engineering and not suitable for Data engineers who have never worked on a user facing application. Databases are not considered applications

-This role is a not a systems engineer role

- This role is not a Pure project managers/scrum masters. The person has to be hands on technically

- Machine Learning System & Dynamic Customer Risk Score Projects Domain Details: EDA process, Stratified sampling, Standard machine learning process, Feature engineering

Key Responsibilities

. Participate in end-to-end projects for system implementation of machine learning system

. Engage and collaborate with Architects, Security and Development Lead to ensure solution design complies with enterprise design principles, security and control standards

. Liaise with application teams across group and countries build the enhancements according to the technical solution plan

. Analyse user requirements and convert requirements to design document and other system documentation to capture key design decisions.

. Ensure scalability and maintainability of applications

. Plan technical deliverables, perform design and development works to meet project's requirements within schedule

. Perform data mapping and process mapping with interfacing applications

. Escalate issues that impacts project schedule on timely basis and propose workarounds/resolutions

. Create technical documents for the solutions. Compile timely, comprehensive, and accurate documentation as requested

. Test, maintain and recommend software improvements to ensure strong functionality and optimization

. Work with production support team members to conduct root cause analysis of issues, review new and existing code and/or perform unit testing

. Partner with Test Management teams to ensure completion of SIT, UAT, performance / load testing and application security testing

. Liaise with other application teams and business users to prepare test data to support test scenarios

. Manage project change request approval windows and deployment schedule

. Facilitate and provide technical and testing support before and after production deployment

. Liaise with other units across IT and Business in the organization

. Manage external vendors for project delivery within schedule

Key Requirements

. More than 10 years assuming techno functional role in compliance technology(preferred) or risk/finance technology

. At least 8 years of experience in application and process design

. Ability to multitask effectively and handle large amounts of data

. Moderate SQL skills are required

. Highly driven, pro-active and a strong team player

. Excellent interpersonal skills and written and verbal communication skills in English

Good to Have

. Experience in Hadoop ecosystem and technologies

. Experience in NoSQL database or Big Data

. Experience in Git, Jenkins, JIRA

. Experience in SharePoint and Confluence

. Experience / knowledge in Unix Shell Scripting, Oracle, Java and Python, Spark