Data Scientist

Company:
Location: London

*** Mention DataYoshi when applying ***

Company Description


YouGov is an international market research and data analytics group.

Our mission is to supply a continuous stream of accurate data and insight into what the world thinks, so that companies, governments and institutions can better serve the people and communities that sustain them.

We have the best data and the best tools. We continuously challenge conventional approaches to research, and we disrupt our industry to ensure that our clients always get the best solutions.

We 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, and bring these values into everything that we do.

Each day, our highly engaged proprietary global panel of over 15 million people provides us with thousands of data points on consumer opinions, attitudes and behaviours. We combine this continuous stream of data with our research expertise to provide insights that enable intelligent decision-making and informed conversations.

With operations in the UK, North America, Mainland Europe, the Nordics, the Middle East, India and Asia Pacific, YouGov has one of the world’s largest research networks.

The Culture

Diversity and inclusion are fundamental to YouGov. We are committed to giving the world a voice by capturing the opinions of all groups, including the ones that are often under-represented in research. We are also committed to making sure that our products and tools are free from any bias, as accuracy is key to what we do. None of the above can be done without having a truly diverse workforce, in an inclusive workplace. We are very keen on attracting and retaining the best talent. And best talent also means a diverse pool of talent, with various backgrounds and perspectives.

As an Equal Opportunity Employer, qualified applicants will receive consideration for employment without regard to race, colour, religion, sex, sexual orientation, gender perception or identity, national origin, age, marital status, veteran status, disability status, or any other characteristic protected by law. All employment decisions are made on the basis of occupational qualifications, merit, and business need.


Job Description


We are looking for a Data Scientist to work in the Data Innovation Unit (DIU) Team. A core team within the global innovations department, DSAT cooperates closely with senior stakeholders to deliver new data product offerings and insights.

Do you have a passion for data? Are you a problem-solver with the ability to quickly understand complex processes? Do you continually seek and find meaningful patterns in data? Then this role could be for you. We are looking for a Data Scientist someone with a data focus, mathematical mindset, and collaborative project experience. This role will be key to delivering advanced analytics projects within both new and existing business workflows, working alongside expert data professionals and business units to deliver new insight and analytics to our clients.

About the role

This global role is a part of the DUI Data Innovation Unit and will work closely with clients and other functions throughout YouGov.

  • Be responsible for profiles weight schemes globally (over 45 markets) – running diagnostics analysis, updates and setting up new countries when necessary. Keep up to date with the latest demographics data and work collaboratively with other teams to align communications and timings. Ideally be familiar with weight shames and weighting performance outputs
  • Own data fusion projects from start to end. Be able to advice on best practices, design the study, write proposals, run the analysis and debrief results to clients independently. Experience in data fusion is highly desirable, especially in the Media and Market Research space.
  • Run exploratory analysis and diagnostics to identify potential data issues and propose solutions together with Panel, Data Design and Product teams
  • Respond to client queries regarding our research methodologies
  • The successful candidate will spend the majority of their time performing data exploration, data pre-processing, data weighting developing machine learning models. The success of this role will require collaborative development & problem-solving.

Key Responsibilities

  • Develop and/or use various algorithms to build predictive models within a variety of business domains.
  • Collaborate with business units to understand their problems and goals, specify hypotheses, and identify appropriate modeling approaches / statistical tests.
  • Collaboratively perform analyses of structured and unstructured data to solve multiple complex business problems using advanced statistical techniques and mathematical analyses.
  • Use strong knowledge in algorithms and predictive models to investigate problems, detect patterns, and recommend solutions.
  • Use strong programming & data engineering skills to explore, examine, prepare, and interpret large volumes of data in various forms.
  • Design, prototype, and produce data sets that are used for advanced analytics.
  • Read and ingest academic-oriented literature, and collaborate with subject matter experts to build better predictive models.

Conducting ad hoc statistical analysis of survey data, potentially including

    • Linear regression
    • Regression with categorical dependent variables (binomial and multinomial logistic regression)
    • Regression with multilevel or panel data (eg, fixed fixed effects, random effects, hierarchical models, time-series cross-sectional models)
    • Clustering methods (k-means, hierarchical, latent class/finite mixture)
    • Factor analysis, principle components, and correspondence analysis, and related spatial methods
    • Analysis with incomplete or missing data (multiple imputation, full-information maximum likelihood)

Qualifications


We are looking for someone with:

  • Experience of writing code in Python, R and SQL
  • Knowledge of programs and collaboration tools like SPSS, GitLab, JIRA
  • Experience working with Jupyter Notebooks
  • Strong mathematics skills (e.g., statistics, algebra)
  • Experience with machine learning solutions
  • Experience working with Amazon Web Services will be an added advantage

*** Mention DataYoshi when applying ***

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