Hadoop/Python - Software Systems Analyst (Banking Compliance Technology - Customer KYC & Machine Learning)
3 weeks ago
What we are looking for:
- Mandatory experience in Software/Application solution design: for applications with 3 tier architecture & On premise infrastructure.
-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 System integrators/System Engineers (Not a INFRA 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
- Functional Domain Knowledge: Compliance Technology, KYC, AML, Financial Risk Technologies
Job ObjectivesTo support AML (Anti-Money Laundering) Projects/CRs for Singapore and Regional entities
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
• 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
• 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
•
Machine Learning
Version Control
Application Architecture
System Implementation
Oracle
Design Patterns
Anti Money Laundering
Hadoop
Application Development
SDLC
Functional Specification Document
Solution Architecture
Python
Software Design
Web Application Development
Unix Shell Scripting
Java
KYC
Financial Risk
Technical Design
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