Data Analyst-- NBFI Data Standardization

Job Title: Data Analyst - NBFI Data Standardization

Location: Riyadh, Saudi Arabia

Job Type: Full-time

Job Summary

Our client is seeking a detail-oriented Data Analyst-NBFI Data Standardization to join their team in Riyadh and help transform raw, inconsistent datasets from multiple Non-Banking Financial Institutions (NBFIs) into clean, standardized, and actionable datasets. This role focuses on hands-on data cleaning, structuring, and validation

Key Responsibilities

• Ingest large, unstructured datasets from multiple NBFI sources (Excel, CSV, APIs, DBs)
• Clean & standardize data formats, schemas, and definitions across datasets
• Build simple, scalable transformation pipelines using *SQL + Python (Pandas)*
• Create clean, analysis-ready datasets + basic reporting views for stakeholders
• Document data definitions, assumptions, and lineage for auditability
• Collaborate with NBFI teams to clarify data inconsistencies and validate outputs
  
  
  

Must-Haves

• SQL mastery (complex queries, joins, aggregations)
• Python (Pandas) for data wrangling
• Experience working with *messy, real-world datasets*
• Attention to detail in data cleaning and validation
• Basic understanding of *financial datasets* (lending, portfolios, risk metrics)
• Communication skills to work with technical + non-technical stakeholders