Cara Baillie
1 Belvedere View, Galston
Summary
First-Class MSci Statistics graduate specialising in statistical and machine learning modelling. Developed predictive models and automated analytical processes for Direct Line Group and Scottish Power Energy Networks. Proficient in R, Python, SQL, Tableau, and Power BI, with a proven ability to extract actionable insights from complex datasets. Experienced in conveying technical concepts to diverse stakeholders, enhancing data-driven decision-making.
Overview
7
7
years of professional experience
5
5
years of post-secondary education
Work history
Data and Technology Analyst
Scottish Power Energy Networks- Supply Chain
Glasgow
09.2025 - Current
- Extract and analyse supply-chain data using SQL to support operational, financial, and performance reporting.
- Improve data quality by implementing structured validation and consistency checks across key datasets.
- Automate recurring data processing and reporting tasks using Python, reducing manual effort and risk of error.
- Identify trends and patterns in operational data to support evidence-based decision-making.
- Design and deliver interactive Power BI dashboards, enabling clear interpretation of complex data.
- Engage with a range of stakeholders, translating technical analysis into clear, actionable insights.
Lab Demonstrator (R Programming)
University of Glasgow
Glasgow
09.2024 - 05.2025
- Led hands-on computer lab sessions for first and second-year statistics students, guiding them through statistical concepts and R programming exercises.
- Simplified complex statistical and coding topics, breaking them down into easily understandable explanations to support student learning at entry-level.
- Provided constructive, personalised feedback to enhance students’ proficiency in R programming, data analysis, and statistical modelling.
- Contributed to university outreach programs by leading workshops for high-school students, promoting engagement with mathematics and statistics through interactive, hands-on activities.
Technical Modelling Analyst
Direct Line, Commercial Modelling Team
Leeds
08.2023 - 08.2024
- Developed interactive Tableau dashboards to monitor and assess the performance of frequency and severity risk model predictions against actual claims data, enabling stakeholders to track key metrics, and identify areas for improvement.
- Built and refined predictive models (including GLMs and Gradient Boosting Machines) to forecast risk and claims behaviour, optimising pricing decisions within the business.
- Managed and analysed external geographical data sets, ensuring that the data was accurate and properly integrated into technical models, while adhering to strict data governance standards.
- Cleaned, transformed, and validated large, complex datasets from diverse sources, improving data quality and ensuring that insights could be drawn more efficiently.
- Communicated complex data insights clearly and effectively to stakeholders, helping them understand model performance, and the implications for business strategy.
- Collaborated with cross-functional teams, acting as a bridge between data and business stakeholders to drive data-informed decision making.
Store Assistant
Aldi
Newton Mearns/Stewarton
09.2018 - 07.2023
- Provided excellent customer service to a diverse range of customers, quickly identifying their needs and delivering tailored solutions to improve their shopping experience.
- Developed strong communication skills by interacting with customers and colleagues daily, ensuring clear and positive interactions even in high-pressure, fast-paced environments.
- Collaborated with a team to ensure efficient store operations, including inventory management, cash handling, and maintaining store organisation, which honed my ability to work effectively in teams to meet business goals.
- Solved customer issues and addressed complaints efficiently, often requiring quick thinking and a calm demeanour to find effective resolutions.
Education
MSci in Statistics - Statistics
University of Glasgow
Glasgow 09.2020 - 05.2025
Skills
Technical Skills:
Programming Languages: Experienced in R programming and Python for data analysis, modelling, data cleaning, and data preparation
Data Visualisation: Experienced in building interactive dashboards using Tableau and Power BI
SQL: Competent in writing SQL queries for data extraction and manipulation
Statistical Analysis: Expertise in statistical modelling, machine learning for prediction and forecasting, and unsupervised learning
Software: Proficient in Microsoft Office Suite (Excel, Word, PowerPoint) for reporting and data presentation
Soft Skills:
Communication & Interpersonal Skills: Strong ability to communicate complex technical concepts to non-technical stakeholders, honed through work as a lab demonstrator and customer interactions at Aldi
Teamwork & Collaboration: Proven experience working in cross-functional teams, both in academic settings and during professional experience, ensuring successful project delivery
Problem-Solving: Enjoy solving complex data problems and deriving insights, as demonstrated in academic projects and work placement
Leadership & Organisation: Experience in leading lab sessions and organising club events showcasing leadership and time management abilities
Hobbies and Interests
In my free time I enjoy running and have completed several half marathons. I am also a Fellow of the Royal Statistical Society and a member of the Women in AI community where I actively engage in events that cover various intriguing topics, which allow me to stay connected with the latest developments in statistics and AI.
Affiliations
- In my free time I enjoy running and have completed several half marathons. I am also a Committee Member of the Royal Statistical Society Glasgow local group where I organise and support professional events for the statistics community.
Timeline
Data and Technology Analyst
Scottish Power Energy Networks- Supply Chain
09.2025 - Current
Lab Demonstrator (R Programming)
University of Glasgow
09.2024 - 05.2025
Technical Modelling Analyst
Direct Line, Commercial Modelling Team
08.2023 - 08.2024
MSci in Statistics - Statistics
University of Glasgow
09.2020 - 05.2025
Store Assistant
Aldi
09.2018 - 07.2023