O SEU PRÓXIMO CAPÍTULO
Senior Data Scientist
Sobre a vaga
• Lead research, discovery, and end-to-end development for new and existing machine learning models relating to media measurement
• Extract, manipulate, and analyze massive datasets to uncover insights that shape and direct the product roadmap
• Plan, develop, and maintain data science projects end to end with minimal supervision
• Partner with engineering and product teams on the technical design, deployment, and ongoing validation of scalable machine learning models
• Develop, validate, and maintain statistical and machine learning models
• Conduct ongoing evaluation and validation of internal and external product methodologies
• Transform complex statistical outputs into compelling visualizations and presentations for technical and non-technical stakeholders
• Communicate findings and statistical recommendations clearly to diverse business and technical audiences
• Master degree or equivalent in Statistics, Quantitative Sciences, Data Science, Operations Research, or another quantitative field
• 5 years of experience in a data science capacity, preferably in market research or advertising analytics
• Ability to manipulate, analyze, and interpret large data sources independently
• Deep understanding of advanced statistical techniques and concepts, including properties of distributions, hypothesis testing, parametric and non-parametric tests, survey design, sampling theory, experimental design, regression or predictive modeling, and stochastic modeling or simulation
• Strong knowledge of machine learning techniques, including clustering, regression, and tree-based models and their real-world trade-offs
• Working knowledge in the application of statistical and modeling techniques
• Strong analytical skills with a focus on data validation and accuracy
• Ability to independently research and learn new methods, tools, and techniques
• Self-starter capable of carrying out projects end to end with minimal supervision
• Proficiency in Python for statistical analysis and machine learning model implementation
• Experience in media measurement and digital attribution preferred
• Experience with multivariate testing preferred
• Experience with predictive modeling preferred
• Experience modeling and quantifying outcomes by linking attitudinal survey data to behavioral purchase data preferred
• Experience in online survey methodologies preferred
• Ability to write and optimize SQL queries preferred
• Experience working with big data technologies such as Spark preferred
• Employees can work remotely
• Employee growth and development culture
• Diversity, equity and inclusion
• Global, collaborative work environment