Data Scientist

In YouGov Shopper,we believe that constant innovation is the key to improve the pertinence and quality of the data that we receive from our consumer panel members and app users.  To achieve this goal, we have developed a coding framework that automatically enriches shop receipts and consequently reduces work for our panellists.As a Data Scientist, you’ll be part of a cross-functional team of machine learning engineers, developers, and fellow data scientists. Together, you’ll help design and build new components of our coding framework, enabling richer insights by enhancing consumer panel purchase data. Here’s a Breakdown Of What You’ll DoCreate Data Science components that will improve our matching framework. Develop NLP & machine learning models following prescribed best practices: reproducibility, documentation, coding guidelines. Be active as a member of our Agile Team, participate in the definition of tasks, share your findings, raise risks and uncertainty, challenge priorities during our plannings. Present your achievements to the team and to broader audience during agile ceremonies (sprint reviews, system demos).  Learn more about the various areas in YouGov Shopper by working on cross-team projects.  Create and improve current methods and tools, contribute to refine best practices around Data Science. Guide research initiatives by mentoring junior team members, sharing expertise, and leading smaller projects from experimentation to insight. Foster Data Science knowledge across the consumer panel organization.   These Are The Essentials For Having An Interview4+ years of experience as a Data Scientist or in a similar role. Master or PhD degree that reflects strong statistical / mathematical / computer science skills  Advanced knowledge of machine learning, deep learning, and NLP fundamentals. Strong programming skills in Python, with proficiency in ML/NLP libraries (e.g., PyTorch, TensorFlow, Hugging Face Transformers). Proven experience in developing and scaling machine learning models for production use, ensuring they run efficiently within large-scale data pipelines and real-world applications. Experience with data processing and representation techniques for text data (tokenization, embeddings, word vectors, subword models). Strong statistical skills: sampling, weighting, Bayesian statistics, statistical tests, correlation, regressions.You think beyond the obvious, approaching problems with creativity and innovative solutions. Eager to learn, and proactive in supporting teammates—whether it’s debugging issues, setting up tools, or sharing best practices. nice-to-have skills :Experience in MLOps practices (CI/CD for ML, model monitoring, MLflow). Familiarity with cloud ML services (AWS Sagemaker). Familiarity with AWS or other cloud computing environments (GCP, Azure) and productionizing machine learning models (e.g. expose as REST API, containerization, scalability, performance optimization) .Experience with common software engineering practices and framework (version control, testing, agile development / Scrum) . Tools & Technology  UsedPython ML frameworks as scikit-learn, TensorFlow, PyTorch, XGBoost, statsmodels. Python best practices and coding standards.  Cloud ML services (AWS SageMaker) .Docker, Terraform, MLflow .git, GitLab (CI/CD) .Collaboration & documentation: JIRA, Confluence, Teams, Miro .What You’ll Gain By Joining Our TeamModern, comfortable office in the heart of the city with excellent public transport connections, having 3 days/week of working from home.A friendly, inspiring work environment that fosters collaboration and innovation.International background: YouGov is a global market research company founded in 2000, trusted by the world’s most well-known brands, helping them make strategic decisions with real-time consumer dataKnowledge hub: You will gain in-depth experience in the dynamic FMCG industry with international exposure, working in a professional expert team. You'll have access to a wide range of best-in-class methodologies and tools. We value talent and support personal development across our global teams. Why join YouGov?Join our global team to help us achieve our social mission: to make millions of people’s opinions heard for the benefit of our local, national, and international communities.Understanding diversity of opinion requires diversity of background. Although our global panel of millions of people worldwide powers our research, our biggest asset is our people. If our research is to be truly representative of what the world thinks, we need people from all walks of life to be part of the team to bring their perspective to the work we do.Life at YouGovWe are driven by a set of shared values. We are fast, fearless, and innovative. We work diligently to get it right. We are guided by accuracy, ethics, and proven methodologies. We respect and trust each other, bringing these values into everything that we do.We strive to provide YouGovers with best-in-class benefits to support their physical, financial, and emotional wellbeing. We want our employees to have a sense of belonging and uniqueness in a supportive workplace, so they can bring their full selves to work.Equal Opportunity EmployerAs an Equal Opportunity Employer, qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, gender identity or expression, and sexual orientation), parental status, national origin, marital status, age, disability, genetic information, HIV status, political affiliation, socioeconomic background, veteran status or any other characteristic protected by law or in line with our responsibilities as a fair and ethic employer. All employment decisions are made based on occupational qualifications, merit, and business need.Data PrivacyTo find out how we collect and use your personal data when you apply for a role at YouGov, please read our privacy notice at https://jobs.yougov.com/privacy