The purpose of this role is to deliver analysis inline with client business objectives, goals, and to maintain, develop and exceed client performance targets.
Job Title:
Modelling & Data Science Executive
Job Description:
Responsibilities:
Understand business requirements and suggest appropriate marketing measurement solutions (Media Mix Modelling, Multi Touch Attribution, etc.)
Perform regression analysis
Conduct panel data analysis using fixed effects, random effects, and mixed effects models.
Perform econometric modelling, including model evaluation, model selection, and results interpretation & presentation.
Understand, develop, execute, and evaluate the data science modelling flow.
Understand marketing, its objectives, and effectiveness measures such as ROI/ROAS.
Familiarity with marketing channels, performance metrics, and conversion funnel.
Experience with media mix modelling, ad-stock effect, saturation effect, multi-touch attribution, rule-based attribution, and media mix optimization.
Knowledge of Bayes’ theorem, Shapley value, Markov chain, response curve, marginal ROI, halo effect, and cannibalization.
Experience handling marketing data and performing data QA & manipulation tasks such as joins/merge, aggregation & segregation, append.
Develops data science based solutions for clients based on marketing problems.
Leads sales meetings and present our value proposition around how data science drive business value for customers.
Sets team development and training objectives.
Builds client relationships to drive value and long-term growth.
Communicates findings and insights.
Skills:
Proficiency in R/Python for data manipulation and modelling and visualization and SQL for data handling.
Ability to handle & analyze marketing data and perform statistical tests.
Experience with data visualization tools such as Tableau, PowerPoint, Excel.
Strong storytelling skills and the ability to generate insights & recommendations.
Qualifications:
Bachelor's degree in Statistics, Mathematics, Computer Science, Engineering, or a related field.
