Project Manager - Public Sector- Singaporien/PR

Role: Project Manager

Location: Singapore

Description:

experience in Singapore Public Sector Mandatory in recent 3 yrs preferably.

Singapore/PR - Mandatory

Position Overview

We are seeking an experienced Business Analyst to support the development and implementation a comprehensive AI platform featuring third-party LLM integration, enterprise data source connectivity, and agentic orchestration capabilities. This role will be critical in translating complex business requirements into technical specifications for AWS Professional Services and ensuring successful delivery of this advanced AI platform.

Key Responsibilities

Magic Platform Requirements Analysis

Lead requirements gathering workshops with up to define business objectives

Analyse and document requirements for the three core components:

o Third-Party LLM Integration Framework (e.g. OpenAI, Gemini, WOG Maestro)

o Enterprise Data Source Integration with RAG pipeline (e.g. Sharepoint, Teams, JIRA, Confluence)

o Agent Orchestration System with autonomous task completion

Define functional requirements for enterprise data source integrations based on identified use cases

Specify requirements for up to agentic bots aligned with business scenarios

Enterprise Data Integration Analysis

Analyse current enterprise systems and define secure connector requirements

Document requirements for Backend ELT Pipeline processes and user-friendly frontend interfaces

Define secure data transfer workflows and data security implementation requirements

Specify RAG pipeline requirements including query processing, retrieval mechanisms, and response generation

Analyse document processing needs for various formats and vector embedding requirements

Agent Orchestration & Automation

Define requirements for backend infrastructure supporting agent management

Analyse workflow orchestration needs and tool integration requirements

Document multi-step workflow automation requirements and autonomous task completion specifications

Work with stakeholders to identify connected data source requirements

Define performance metrics and monitoring requirements for agent systems

Administrative & Monitoring Requirements

Specify user management requirements including CRUD operations, role assignment, and access control

Define bot configuration interface requirements and deployment controls

Document data source management requirements including connection configuration and status monitoring

Analyse dashboard requirements for bot usage tracking, conversation metrics, and user engagement

Define custom metric requirements and reporting capabilities

Testing & Quality Assurance

Define comprehensive test scenarios for bot functionality using Litmus or Moonshot frameworks

Specify requirements for LLM-as-a-Judge evaluation systems

Document performance testing requirements including load testing and stress testing parameters

Define remediation support requirements for UAT and performance testing phases

Analyse security testing requirements including VAPT and vulnerability assessment needs

Stakeholder Management & Communication

Facilitate coordination between client's stakeholders and technical teams

Support project management activities including sprint planning and milestone tracking

Participate in bi-weekly status reporting and stakeholder alignment meetings

Manage expectations regarding deliverables, timelines, and technical constraints

Support knowledge transfer training sessions for up to 5 participants per session

Requirements

Educational Background

Bachelor's degree in Business Administration, Information Systems, Computer Science, or related field

Professional certifications in business analysis (CBAP, CCBA) or AI/ML technologies are advantageous

Professional Experience

4+ years of experience in business analysis for complex technology projects

Minimum 2 years of experience with AI/ML or LLM implementation projects

Experience in Talend is a must have

Proven experience working with AWS cloud services and enterprise system integrations

Experience with government or public sector digital transformation projects preferred

AI & Technical Expertise

Strong understanding of Large Language Models (LLMs) and their business applications

Knowledge of RAG (Retrieval-Augmented Generation) architectures and vector databases

Familiarity with AI governance frameworks and ethical AI considerations

Understanding of enterprise data integration patterns and API management

Experience with cloud platforms (AWS preferred) and containerisation technologies

Knowledge of AI safety testing frameworks and guardrail implementations

Platform Specific Skills

Experience with multi-modal AI systems and agent orchestration concepts

Understanding of prompt engineering and chain-of-thought implementations

Knowledge of AI model evaluation metrics and performance optimization

Familiarity with enterprise security requirements and compliance frameworks

Experience with agile methodologies and MLOps practices

Core Competencies

Excellent workshop facilitation and stakeholder management skills

Strong analytical thinking and complex problem-solving abilities

Ability to translate technical AI concepts for non-technical stakeholders

Detail-oriented approach to requirements documentation and traceability

Experience with requirements management tools and agile project management

Understanding of government security clearance processes and information handling protocols

Desirable Experience

Knowledge of Singapore government digital services and WOG systems

Familiarity with AI testing frameworks (Litmus, Moonshot, Sentinel)

Experience with vector databases and embedding technologies

Understanding of enterprise data governance and privacy regulations