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System Analyst (Data Architecture & Data Modeling)
HCLTech · Singapore
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Job description
Job Objectives
Analyze and translate business, regulatory, and analytics requirements into scalable data and solution designs. Drive effective stakeholder communication, effort estimation, and validation processes, while enabling data architectures and curation strategies that support reporting, analytics, and AI/NLP-driven use cases.
Key Responsibilities
- Perform detailed effort estimation for projects and change requests.
- Communicate complex technical and architectural concepts to business and senior stakeholders in a clear, simplified manner
- Review and approve test strategies, functional test cases, and data validation approaches.
- Experience translating business and compliance requirements into NLP‑enabled analytical use cases, such as: Text classification and categorization, Entity extraction, Risk indicator identification, Summarization of alerts, cases, or documents
- Ability to translate business, regulatory, and analytics requirements into logical data layering and curation strategies that support reporting, analytics, and AI/NLP use cases
- Analyze business and regulatory requirements and translate them into scalable solution designs.
- Perform detailed effort estimation for projects and change requests.
- Communicate complex technical and architectural concepts to business and senior stakeholders in a clear, simplified manner
- Review and approve test strategies, functional test cases, and data validation approaches.
- Ability to design data architectures supporting NLP and AI‑driven analytics, including ingestion, curation, and governance of unstructured data within Data Lake, Data warehouse platforms.
- Experience translating business and compliance requirements into NLP‑enabled analytical use cases, such as: Text classification and categorization, Entity extraction, Risk indicator identification, Summarization of alerts, cases, or documents
- Ability to translate business, regulatory, and analytics requirements into logical data layering and curation strategies that support reporting, analytics, and AI/NLP use cases
Key Skills:
Requirement Analysis & Solution Design
Data Architecture & Data Modeling
AI / NLP Use Case Enablement
Testing & Data Validation
Stakeholder Communication
Effort Estimation & Planning
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