Senior Data Scientist
4 weeks ago
Data Scientist / Senior Data Scientist - West Midlands
We are seeking to recruit data scientists of different levels of seniority to join Stonegate Group, the largest pub company in the UK, in its transformation to a data-driven organisation.
You will work with a team of skilled data scientists and engineers in an environment that will stimulate your professional growth. A few examples of what you need to expect are full DevOps, code reviews, and automated testing. You may also be exposed to data engineering tasks and responsibilities as a part of your project.
This project is focused on automated optimised pricing in our pubs. The desired expertise for this role includes prior experience with pricing, a strong statistical foundation, and experience with a range of different data science approaches and techniques, from clustering and tree-based methods to high-dimensional time series modelling and neural networks. This role relates to the improvement of our internal, python-based framework for running and evaluating the results of the business experiments. It is desirable to have prior experience with A/B testing and a profound understanding of statistical methods to evaluate the results of the experiments. This role also involves hands-on analysis of our business experiments, so you must be ready to share your findings in PPT and communicate with different stakeholders. Data Visualisation for Test & Learn Framework . This role will focus on visualising the results of the Test & Learn experiments embedded in the self-service web portal. Advanced skills in data visualisation using Streamlit or other interactive Python-based data visualisation frameworks are essential. Experience with front-end development technologies such as HTML, CSS, JavaScript, and TypeScript is a plus. This role is focused on analysing consumer behaviour within our loyalty app and generating insights that can help improve user retention and engagement. It requires previous experience working with consumer behaviour data, including raw data coming from GA Prior experience in building consumer retention and/or churn models is a plus.
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Advanced SQL Advanced Python Advanced Statistics and Probability Advanced Machine Learning Data Analysis, Visualisation, and Storytelling Data Engineering skills Beneficial skills and experience:
Experience in the hospitality industry Building the price elasticity models Building the price models based on a competitive environment Building surge pricing models Price optimisation Time series modelling and forecasting Signal processing Probabilistic modelling Experience in A/B testing VBA Working with consumer online behavioural data Building retention/churn models Experience with raw data coming from GA4 Tools you will be using:
Python for data transformation and machine learning DBT for data transformation and documentation Snowflake – our data warehouse Databricks for deployment of ML model Power BI / Streanlit / TBC for data visualisation A little bit about us…
The Solihull Pub Support Team offices are light and airy offices in Shirley, Solihull, where you will be greeted by our Welcome Team. We have free onsite secure parking with EV charging and cycle storage, a subsidised canteen serving breakfast and lunch, as well as an onsite pub used for social events. 25 days annual leave
~ Annual Leave Purchase Scheme
~ Pension
~ Opt in dental insurance programme
~ Annual bonus scheme
~ The Stonegate discount card offering discounts across our managed estate
~ Online benefits portal offering discounts across the High Street and other retailers
At Stonegate Group, we're proud to be the biggest operator of pubs, bars, and late-night venues in the United Kingdom. Our leading brands are diverse and well-known, including names like Slug & Lettuce, Be At One and Popworld. If you have a disability as outlined by the Equality Act 2010 and require reasonable adjustments to be made during the recruitment process, please let us know in advance so that any support, aids or adaptations can be put in place to assist you.
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