Senior Data Scientist - Neural Net Forecasting

慨正橡扯; Welwyn; Hybrid; GBP 60,000 - 90,000; Full time

Benefits offered by this job

Annual bonus scheme

Holiday starting at 25 days

Private medical insurance

Employee Assistance Programme

Job summary

慨正橡扯 in Welwyn is looking for a Senior Data Scientist to join their Data Science team, focusing on applying deep learning and statistical methods to solve complex business problems. The role involves modelling, prototyping, and deploying data products at scale, with a strong emphasis on innovation and collaboration.

The ideal candidate will have robust programming skills, experience in statistical analysis, and familiarity with time series forecasting. A welcoming culture and numerous benefits, including a 20% annual bonus and comprehensive medical insurance, are provided.

Qualifications

• Strong programming skills, preferably in Python.
• Experience with neural network architectures for time series forecasting.
• Familiarity with big data and cloud technologies.

Responsibilities

• Design and improve deep learning forecasting models.
• Build training and backtesting pipelines for models.
• Collaborate with engineering and business partners to ensure model reliability.

Skills

Programming skills

Time series analysis

Deep learning

Statistical principles

Education

Higher degree in mathematical, scientific, engineering or computer science

Tools

Python

PySpark

Hadoop

Spark

Job description

About Us

Our vision at Tesco is to become every customer's favourite way to shop, whether they are at home or out on the move. Our corepurpose is ‘Serving our customers, communities and planet a little better every day’. Serving means more than a transactional relationship withour customers. It means acting as a responsible and sustainable business for all stakeholders, for the communities we are part of and for theplanet.

We are proud to have an inclusive culture at Tesco where everyone truly feels able to be themselves. At Tesco, we not only celebrate diversity, but recognise the value and opportunity it brings. We're committed to creating a workplace where differences are valued, and make sure thatall colleagues are given the same opportunities. We’re proud to have been accredited Disability Confident Leader and we’re committed toproviding a fully inclusive and accessible recruitment process. For further information on the accessibility support we can offer, please click here.

We’re a big business and we can offer a range of diverse full-time & part‑time working patterns across our many business areas, which meansthat we can find something that works for you. We work in a more blended pattern - combining office and remote working. Our offices willcontinue to be where we connect, collaborate and innovate. If you are applying internally, please speak to the Hiring Manager about how this can work for you - Everyone is welcome at Tesco.

About the role

At Tesco, our Data Science team focuses on modelling complex business problems and deploying data products at scale. Ourwork extends across multiple areas including physical stores, online, finance, and supply chain.

The Data Science team works across several domains and problem types: forecasting, online, pricing, security, fulfilment, distribution, property, IoT and computer vision are just some. Our team members are encouraged to allocate working hours for learning and personal development every week and are provided with multiple learning resources and tools. Multiple academic collaborations enrich the team’s expertise;knowledge‑sharing events are held regularly. Furthermore, we offer a great work‑life balance, regular team days and a relaxed yet engaging culture.

You will be responsible for

This is a hands‑on position where you will need to leverage your analytical mindset to find solutions to complex problems. As a Senior Data Scientist, you will need to understand difficult business problems and prototype solutions with minimal support.

A core component of the role is applying, modifying and designing algorithms and mathematical models to solve business problems using big data architectures (Hadoop, Spark, Cloud). In this role, your primary modelling focus will be neural network‑based forecasting, with a strong emphasis on rigorous evaluation against robust baselines, careful validation, and scalable deployment.

Our Data Scientists must be able to validate, document and present the modelling process and performance, as well as communicate complex solutions in a clear, understandable way to non‑experts.

Data Scientists are also responsible for promoting data science across Tesco and representing Tesco across the external Data Science community. Finally, as a Data Senior Data Scientist, you will be expected to drive innovation and take ownership of aspects of the project development, support the Lead Data Scientist and Product Manager in managing relationships with business stakeholders, and mentor and supervise junior team members and interns.

You will:

• Design and improve deep learning and related machine learning forecasting models for large‑scale retailtime series.
• Build robust training and backtesting pipelines (time‑aware CV, leakage controls, stability checks).
• Apply best practices for productionisation (monitoring, retraining strategies, performance and cost considerations).
• Collaborate closely with engineering, product, and business partners to ensure models are reliable, scalable, and deliver measurable business value.

You will need

We are looking for ambitious individuals with a mix of statistics, programming skills and familiarity with time series analysis. A proven track record of designing and modifying advanced algorithms and applying them to large data sets is essential. Some project and stakeholder management experience is preferred.

An ideal candidate will have a scientific mindset with the ability to ask the right questions, as well as answer them. A strong numerical higher‑degree in a mathematical, scientific, engineering or computer science discipline is preferable, as well as a solid understanding of mathematicsand statistical principles.

Meaningful academic or industrial work involving deep learning or related machine learning techniques for time series forecasting is required. This includes experience with neural network architectures for forecasting (for example sequence models, temporal convolutional approaches, transformer‑style models, or related methods). Experience with probabilistic forecasting, hierarchical forecasting, or representation learning fortime series is a plus.

Finally, strong programming skills are essential (Python is preferred) as well as familiarity with software engineering best practices (such as version control, unit testing, CI/CD) and big data and cloud technologies (PySpark preferred). Experience training and deploying deep learning models in cloud environments (including GPU‑enabled workflows) is a strong advantage.

What's in it for you

We’re all about the little helps. That’s why we make sure our Tesco colleague benefits package takes care of you – both inand out of work.

• Annual bonus scheme of up to 20% of base salary.
• Holiday starting at 25 days plus a personal day (plus Bank holidays).
• Private medical insurance.
• 26 weeks maternity and adoption leave (12 months service required at the qualifying date) at full pay, followed by 13 weeks of
• Statutory Maternity Pay or Statutory Adoption Pay, we also offer 6 weeks fully paid paternity leave.
• Free 24/7 virtual GP service, Employee Assistance Programme (EAP) for you and your family, free access to a range of experts to support your mental wellbeing.
• This information is a shortened summary, refer to our policies for full details.