Show more filters
Banner image for Tap Growth ai

AI Business Systems Analyst

Tap Growth ai

3.0
33 reviews
Tap Growth ai
Job Type   /   Job Level
Full-time   /   Others/Any
Company Location
Singapore
Overview

We are seeking an experienced AI Business Systems Analyst with 6+ years of experience in data architecture, AI/NLP use case design, and enterprise analytics platforms. This role will bridge business, regulatory, and technical teams by translating complex requirements into scalable, AI-driven solutions, with a focus on NLP-powered analytics and enterprise data ecosystems.

The ideal candidate has strong expertise in data lake and data warehouse architectures, unstructured data processing, and AI/NLP implementations, and is comfortable operating in regulated industries such as banking and financial services.

Key Responsibilities
  • Analyze business, regulatory, and compliance requirements and translate them into AI-enabled and scalable technical solutions
  • Design and define enterprise data architectures supporting AI/NLP use cases across data lake and data warehouse platforms
  • Convert business needs into NLP-driven analytical use cases, including:
    • Text classification and categorization
    • Named entity recognition
    • Risk indicator identification
    • Document and case summarization

  • Establish data ingestion, curation, and governance strategies for both structured and unstructured data
  • Define logical data layers and data models to support analytics, reporting, and AI/ML workloads
  • Support effort estimation, project scoping, and delivery planning for AI and analytics initiatives
  • Communicate complex technical and AI concepts clearly to business stakeholders and senior leadership
  • Review and validate test strategies, functional test cases, and data validation frameworks
  • Collaborate with data engineers, data scientists, and business analysts to ensure end-to-end solution alignment
  • Ensure adherence to data governance, risk, and compliance standards within AI solutions
  • Identify opportunities to enhance business processes through AI/NLP-driven automation and insights
  • Facilitate requirements workshops and stakeholder discussions to define solution scope

Qualifications and Requirements
  • Bachelor’s degree in Computer Science, Data Science, Engineering, or related field
  • Minimum 6+ years of experience in business systems analysis, AI systems, or data/analytics roles
  • Strong experience in data architecture (Data Lake & Data Warehouse environments)
  • Hands-on experience designing or supporting AI/NLP use cases, such as:
    • Text classification
    • Entity extraction
    • Document summarization
    • Risk or insight generation

  • Proven ability to translate business requirements into technical and AI solutions
  • Experience in project estimation, planning, and delivery coordination
  • Strong stakeholder management and communication skills, with ability to simplify complex concepts
  • Experience reviewing test strategies and validation approaches for data and AI systems
  • Solid understanding of enterprise data platforms and data lifecycle management
  • Familiarity with unstructured data processing and large-scale data systems
  • Experience working in regulated industries (banking, financial services, or similar) preferred
  • Knowledge of risk, governance, and compliance frameworks in data and AI systems
  • Exposure to AI/NLP tools or frameworks (e.g., LLMs, NLP pipelines, or analytics platforms) is an advantage


Ready to take your career to the next level? 🚀 Apply now and be part of our innovative journey!

Jobs in Singapore, Singapore   »   AI Business Systems Analyst

More jobs