Job Title: Graduate Trainee / Junior Data & Analytics Engineer
Employment Level: Fresher / Entry Level

ROLE PURPOSE

We are looking for a curious, technically strong fresher who wants to build a career across data engineering, analytics, database management, and dashboard development. The role is suitable for recent graduates with excellent SQL fundamentals, strong Python programming ability, and a clear understanding of how data moves from operational systems into reporting and analytical solutions.
The selected candidate will work with experienced team members to build reliable data pipelines, validate and transform data, create dashboards, automate recurring activities, and help business teams make better decisions. Prior full-time work experience is not required; however, candidates must be able to demonstrate their knowledge through academic projects, internships, personal projects, certifications, or a practical technical assessment.

KEY RESPONSIBILITIES
• Understand business requirements and convert them into transparent data fields, source-to-target mappings, transformation rules,



validation checks, and expected outputs.
• Write accurate and efficient SQL queries for data extraction, joining, aggregation, reconciliation, analysis, and reporting.
• Assist in building and maintaining data pipelines that move data between operational databases, files, APIs, data warehouses, and analytical platforms.
• Use Python to extract, clean, transform, validate, and load structured data.
• Develop reusable Python scripts and small applications for automation, reporting, data-quality checks, and recurring analytical tasks.
• Build clear and user-friendly dashboards using Python-based visualization or dashboard frameworks and, where required, standard business-intelligence tools.
• Analyse data to identify trends, exceptions, missing values, duplicates, inconsistent master data, and unusual business movements.
• Reconcile dashboard and report outputs with source data before rel

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