Translate business and regulatory requirements into scalable NLP/AI analytical use cases and data architectures. Design data ingestion, curation, and governance for unstructured data across Data Lake and Data Warehouse platforms. Estimate effort, review test strategies and data validation, and communicate technical and architectural concepts to business and senior stakeholders.
SYSTEM ANALYST
Important Information
Location: Singapore
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
About Encora
Encora is a global company that offers Software and Digital Engineering solutions. Our practices include Cloud Services, Product Engineering & Application Modernization, Data & Analytics, Digital Experience & Design Services, DevSecOps, Cybersecurity, Quality Engineering, AI & LLM Engineering, among others.
At Encora, we hire professionals based solely on their skills and do not discriminate based on age, disability, religion, gender, sexual orientation, socioeconomic status, or nationality
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What you need to know about the Singapore Tech Scene
The digital revolution has driven a constant demand for tech professionals across industries like software development, data analytics and cybersecurity. In Singapore, one of the largest cities in Southeast Asia, the demand for tech talent is so high that the government continues to invest millions into programs designed to develop a talent pipeline directly from universities while also scaling efforts in pre-employment training and mid-career upskilling to expand and elevate its workforce.
