At a Glance
- Tasks: Collaborate on commercial analysis, predictive modelling, and performance reporting across core products.
- Company: Join the Caravan and Motorhome Club, a diverse and inclusive workplace.
- Benefits: Competitive salary, flexible working, and opportunities for professional growth.
- Other info: Be part of a team that values diversity and celebrates unique talents.
- Why this job: Make an impact with data-driven insights and innovative analytics in a dynamic environment.
- Qualifications: Degree in a numerical field and advanced skills in data analysis and programming.
The predicted salary is between 40000 - 50000 £ per year.
To collaborate with and support the existing Lead Commercial Analyst in providing all commercial analysis and insight across core Club products. This includes performance reporting; scenario modelling; root‑cause and trend analysis; demand/revenue forecasting and phasing; and problem solving. You will evolve and distribute KPI reporting and performance dashboards and introduce new data‑science driven predictive analytics and models (which may include the introduction of new supporting tools/systems such as DataBricks or Snowflake). You will also transpose your expertise by supporting the skills development of the existing Lead Commercial Analyst.
Key Tasks And Responsibilities
- BAU reporting & MI: Provide accurate and timely Management Information (MI) and performance reporting. Identify and track core KPIs, build and distribute interactive dashboards to colleagues and maintain a central repository of standardised reports.
- Analysis & insight: Evaluate multiple data sources to investigate complex business problems and draw out knowledge, providing ‘actionable insights’ to guide product development and business strategy.
- Commercial modelling: Use data to build economic models to identify the cost‑benefit outcomes of potential scenarios (supporting for example marketing initiatives, commercial promotions, product developments etc).
- Predictive analytics & modelling: Introduce and apply reusable predictive modelling utilising data‑science techniques to support performance in key areas such as membership (architect models for lapse probabilities), UK campsites (booker propensity modelling) and lifetime value (purchase behaviours across UK campsites, travel and financial services).
- Demand/revenue forecasting & phasing: Support the Lead Commercial Analyst in forecasting and phasing demand, yield and revenue across UK campsites and membership joins/renewals as part of the annual budgeting process (noting there is a dynamic occupancy system in place delivered by a Revenue Management System).
- AI & automation leadership: Act as a lead for AI adoption across the marketing / commercial / product teams to accelerate insight generation and deliver efficiencies.
- Market intelligence & insight: Synthesise structured and unstructured data to provide broader understanding of competitors pricing / product propositions and support the Research & Insights manager in identifying changing trends amongst consumers.
- Operational excellence: Support our IS colleagues in building and maintaining a “single source of truth” by ensuring all data pipelines and processes are robust. Lead initiatives to support a data quality roadmap to ensure modelling and reporting is based on sufficient suitable data quality.
Essential Skills & Experience Required
- Data analysis and insight: Data preparation, modelling, analysis and visualisation techniques including predictive analysis, business intelligence, pattern recognition, economic modelling.
- Expert data manipulation: Expert proficiency in Excel / GSheets for daily reporting and scenario modelling is essential.
- BI & visualisation: Proficiency in Tableau / similar to create dynamic dashboards.
- Commercial acumen: A deep understanding of commercial drivers, financial terminology, and the levers available to influence bottom‑line surplus.
- Collaborative autonomy: A self‑starter capable of working alone on deep‑dive technical tasks while also acting as a strategic partner to the wider Commercial, Product and Revenue Management teams.
- Integrity & accuracy: You possess a high degree of intellectual integrity and maintain a “zero‑error” mindset for both daily reports and complex models.
- Predictive & inquisitive mindset: You don’t just ask “what happened?”; you hunt for the root cause and can build the algorithms that explain “what will happen next.”
- Compelling storytelling: The ability to distil complex data and multi‑variable models into actionable, visually engaging strategies for non‑technical senior stakeholders.
- Programming & predictive modelling: Advanced skills in Python or R for building and deploying predictive models (e.g. Random Forest, XGBoost). Machine Learning.
- Data engineering: Advanced SQL skills for transforming and aggregating large‑scale datasets from diverse sources.
- AI integration: Practical experience or strong knowledge in leveraging AI/LLMs.
- Academic requirement: Educated to Degree level in a highly numerical field (Data Science, Statistics, Mathematics, Economics, or Physics).
The Caravan and Motorhome Club is committed to employing a diverse workforce. All applications are treated equally and we recruit purely on the basis of skills and experience. We know our greatest strength is our people, so differences are celebrated, and we strive to create an environment where colleagues feel respected and valued for their unique potential.
Commercial Data Science Analyst employer: Caravan and Motorhome Club
The Caravan and Motorhome Club is an exceptional employer, offering a dynamic work environment where data-driven insights shape the future of our core products. With a strong commitment to employee development, we provide opportunities for growth through collaboration and innovative projects, all while fostering a culture that values diversity and respect. Located in a vibrant community, our team enjoys the unique advantage of working in a supportive atmosphere that encourages creativity and excellence in commercial analysis.
Contact Details:
Caravan and Motorhome Club Recruitment Team
StudySmarter Expert Advice🤫
We think this is how you could land Commercial Data Science Analyst
✨Get Involved in Data Science Meetups
Tap into local data science meetups or workshops to connect with fellow enthusiasts and professionals. These events are goldmines for networking, and sometimes even lead directly to job openings at companies like Caravan and Motorhome Club!
✨Show Off Your Projects
Start building a public portfolio showcasing your data science projects on platforms like GitHub or personal websites. Highlight unique analyses or models you've developed. This not only demonstrates your skills but also gets your name out there for roles like Commercial Data Science Analyst at Caravan and Motorhome Club.
✨Leverage Professional Networks
Join professional bodies related to data science, like the Data Science Society or similar organisations. Getting involved can lead to mentorship opportunities and insider knowledge about full-time positions at companies like Caravan and Motorhome Club.
✨Apply Directly through Our Website
When you find a suitable opening like Commercial Data Science Analyst at Caravan and Motorhome Club, make sure to apply directly through our website. It gives you an edge and shows you're keen to join our team. Plus, who doesn’t love a direct application? It’s easier than navigating through job boards!
We think you need these skills to ace Commercial Data Science Analyst
Some tips for your application 🫡
Show Off Your Projects:In the world of data science, your projects can speak volumes about your skills. Make sure to showcase a few key projects in your CV or portfolio, especially those that highlight your ability to work with data sets, build models, or use relevant tools like Python, R, or SQL. Don’t forget to include links to any GitHub repositories if applicable!
Quantify Your Achievements:Employers love numbers! When drafting your CV, highlight your achievements with quantifiable results. For instance, mention how your data analysis led to a certain percentage increase in efficiency or revenue at a previous job or project. These details can really make your application pop!
Craft a Tailored Cover Letter:For a full-time role at Caravan and Motorhome Club, your cover letter should reflect your passion for data science and your excitement about the specific projects or values of the company. Dive into why you’re a good fit, how your skills align with their needs, and any unique perspectives you can bring to the team.
Stand Out with Relevant Courses and Certifications:Although experience talks, relevant courses or certifications can be your ticket to impressing hiring managers at Caravan and Motorhome Club. Mention any standout courses you've completed that equipped you with essential skills, such as machine learning certifications or data visualisation courses. This shows your commitment to continuously developing your skills in the field!
How to prepare for a job interview at Caravan and Motorhome Club
✨Brush Up on Your Statistics
For a data science role, we need to seriously sharpen our statistics skills. Get ready to tackle technical questions on probability distributions, hypothesis testing, and regression analysis. These are often the bread and butter of data science interviews, so don't just skim over them!
✨Showcase Your Projects
Prepare a killer portfolio showcasing your data science projects. We should include details about the datasets used, the tools and techniques applied, and the impact of your findings. If we can walk them through a particularly challenging project or a cool visualisation that had real-world implications, it’ll really make us stand out!
✨Get Comfortable with Python and R
Most data science positions require us to be proficient in programming languages like Python and R. We should practice common libraries like pandas, NumPy, and scikit-learn, and be ready for live coding exercises or algorithm questions. Showing off our coding chops can really impress the interviewers at Caravan and Motorhome Club!
✨Prepare for Case Studies
Expect to encounter real-world case studies during the interview. We might be asked how we’d approach a data problem or analyse a dataset to extract insights. It's essential to think out loud and demonstrate our problem-solving process so that the interviewer can see our logical thinking in action.
