Unison Group
5 months ago
DATA System Analyst
Sign up to save this job, get alerts, and apply with an optimized CV.
Company information
- Company
- Unison Group
- Location
- Singapore Singapore
- Posted
- 5 months ago
Job description
SCOPE OF THE ROLE:
You will be responsible for end-to-end delivery of enterprise data and analytics solutions leveraging traditional and modern Data architecture. Experience with Financial Crime Analytics, Finance & Credit Risk Analytics, Credit Scoring & Decision systems, Retail & Wholesale DataMart's will of advantage. The role spans requirements analysis, solution design, testing, implementation, and production support ensuring high-quality, scalable, and compliant data platforms that support advanced analytics and AI initiatives.
Key Responsibilities
• Lead end-to-end solution delivery for data and analytics across the full SDLC.
• Analyze business and regulatory requirements, translate them into scalable solution designs & provide estimations.
• 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.
• Manage risks and issues related to scope, data quality, regulatory commitments, and delivery timelines.
• Participate in product and platform evaluations (RFPs, PoCs) for data, analytics, and AI tooling.
• Partner with production support team to conduct root cause analysis, resolution, and preventive controls.
• Lead innovation and modernization initiatives, including data discovery, cataloguing, governance, and AI enablement.
• Drive productivity, efficiency & quality improvements across delivery and operational processes.
• Ability to design data architectures supporting NLP and AI-driven analytics.
FUNCTIONAL SKILLSETS
Analytics Domains
• Financial Crime Analytics
Transaction Monitoring, Customer Due Diligence, Sanctions & Payments Screening
• Finance & Credit Risk Analytics
Financial reconciliation, Allocation, Performance management, Regulatory and Management reporting,
Credit risk exposure, NPL, Counterparty risk, Basel & IFRS9 input variables
Enterprise Data, Analytics & Unstructured Data Enablement
Proven experience delivering large-scale analytics platforms within financial services spanning structured, semi structured, and unstructured data
• Strong capability in requirements analysis and functional design for analytics use cases involving
Transactional data, Investigator narratives, Case notes and alerts, Policy & Customer communications documents
• Experience defining data quality, governance, lineage, and reconciliation controls for both structured and NLP-derived datasets.
Unstructured Data & NLP-Enabled Analytics
• Ability to define data architectures and data flows that ingest, curate, and govern unstructured and semi-structured data within enterprise data platforms.
• Experience translating business requirements into NLP-enabled analytical use cases, such as Text classification and categorization, Entity & relationship extraction, Risk indicator identification, Summarization of alerts, cases, or documents
Knowledge Graph & Relationship‑Based Analytics
• Ability to design and govern an enterprise knowledge layer defining relationship taxonomies, entity
resolution rules, and linkage logic
• Ability to translate use cases into relationship‑driven analytical designs, such as Network‑based risk
identification, Hidden association and indirect exposure analysis, Related‑party and concentric risk detection
Required skills
- ai
- rfp
- sdlc
- nlp
- risk management
- innovation
- testing
- data governance
- basel
- analytics
- data quality
- root cause analysis
- modernization
- implementation
- performance management
- data architecture
- regulatory requirements
- structured data
- requirements analysis
- management reporting
- transaction monitoring
- data validation
- technical concepts
- regulatory reporting
- estimations
- case notes
- production support
- business requirements
- solution design
- delivery processes
- credit scoring
- datamart
- quality improvement
- operational processes
- productivity improvement
- summarization
- efficiency improvement
- delivery timelines
- financial reconciliation
- data lineage
- allocation
- unstructured data
- poc
- data discovery
- data platforms
- ifrs9
- alerts
- issue management
- decision systems
- npl
- data flows
- ai tooling
- policy documents
- customer due diligence
- ai-driven analytics
- sanctions screening
- data cataloguing
- test strategies
- text classification
- semi-structured data
- knowledge graph
- functional test cases
- architectural concepts
- preventive controls
- credit risk analytics
- ai enablement
- counterparty risk
- finance analytics
- financial crime analytics
- regulatory commitments
- production support team
- payments screening
- credit risk exposure
- investigator narratives
- customer communications documents
- reconciliation controls
- nlp-derived datasets
- text categorization
- entity extraction
- relationship extraction
- risk indicator identification
- relationship-based analytics
- knowledge layer
- relationship taxonomies
- entity resolution rules
- linkage logic
- network-based risk identification
- hidden association analysis
- indirect exposure analysis
- related-party risk detection
- concentric risk detection
Interested in this position?
Create your free account and tailor your CV to match this job.