Senior Data Analyst with experience delivering data integration, transformation, and analytical solutions within United Utilities. Skilled in extracting, validating, and transforming complex datasets using SQL, Python, Power BI, and Alteryx to support reporting and business decision-making. Strong focus on data quality, reconciliation, and stakeholder collaboration, translating business requirements into reliable data workflows and dashboards. Experience across ETL, data validation, exploratory analysis, and forecasting support, plus freelance delivery of bespoke analytics and BI solutions.

Shanique Smith

Senior Data Analyst with experience delivering data integration, transformation, and analytical solutions within United Utilities. Skilled in extracting, validating, and transforming complex datasets using SQL, Python, Power BI, and Alteryx to support reporting and business decision-making. Strong focus on data quality, reconciliation, and stakeholder collaboration, translating business requirements into reliable data workflows and dashboards. Experience across ETL, data validation, exploratory analysis, and forecasting support, plus freelance delivery of bespoke analytics and BI solutions.

Available to hire

Senior Data Analyst with experience delivering data integration, transformation, and analytical solutions within United Utilities. Skilled in extracting, validating, and transforming complex datasets using SQL, Python, Power BI, and Alteryx to support reporting and business decision-making.

Strong focus on data quality, reconciliation, and stakeholder collaboration, translating business requirements into reliable data workflows and dashboards. Experience across ETL, data validation, exploratory analysis, and forecasting support, plus freelance delivery of bespoke analytics and BI solutions.

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Experience Level

Expert
Expert
Expert
Expert
Beginner

Language

English
Advanced

Work Experience

Senior Data Analyst at United Utilities
August 1, 2025 - Present
Identified, extracted and integrated data from multiple operational sources using SQL to support reporting and analytical requirements. Prepared, cleansed, transformed and validated complex datasets, ensuring data was accurate, complete and fit for business use. Designed and developed a Daily Cash Dashboard in Power BI to provide operational stakeholders with timely visibility of cash performance and key metrics. Developed repeatable SQL and Alteryx workflows to improve data quality, reduce manual effort and support reliable reporting. Investigated data quality issues, reconciled discrepancies and worked with stakeholders to resolve data-related problems.
AI Model Evaluator at Outlier
February 1, 2024 - May 1, 2025
Evaluated AI model outputs for accuracy, reasoning quality and consistency. Developed structured prompts and quality assessments to improve model performance.
Founder (Freelance Data Analytics & BI Consultant) at One Model Analytics Ltd
January 1, 2024 - Present
Delivered freelance data analytics and business intelligence solutions using SQL, Power BI, Excel, and Python. Designed interactive KPI, financial, and operational dashboards. Gathered client requirements and translated them into scalable analytical solutions, including SQL queries, data models, and Power BI dashboards. Provided bespoke analytics and reporting tailored to client decision-making needs.
Founder - Freelance Data Analytics & BI Consultant at One Model Analytics Ltd
January 1, 2024 - Present
Delivered freelance data analytics and business intelligence solutions using SQL, Power BI, Excel and Python. Designed interactive dashboards for KPI, financial and operational reporting. Gathered client requirements and translated them into scalable analytical solutions. Developed SQL queries, data models and Power BI dashboards to support decision-making. Delivered bespoke analytics and reporting solutions for clients.
Data Analyst at The Alchemy
January 1, 2021 - January 1, 2024
Analysed commercial datasets and produced dashboards to support business decisions. Used SQL and BI tools to identify trends and communicate insights.

Education

PGCE Chemistry at Kingston University
January 1, 2020 - January 1, 2021
Data Science (Merit) at Code First Girls
January 25, 2024 - August 16, 2024
BSc Biomedical Science at University of East London
September 2, 2013 - August 21, 2016

Qualifications

Continuous professional development in Python, SQL and Machine Learning
November 30, 0002 - August 21, 2026

Industry Experience

Energy & Utilities, Healthcare, Professional Services, Financial Services