Principal Consultant - Data Scientist
Core
Design, validate, and deploy predictive and prescriptive machine learning models to drive strategic business decision-making for external clients.
Role type
Senior IC data scientist (consulting)
Builds
Production-grade ML models, scalable pipelines, and actionable analytics dashboards
Domain
Marketing analytics and customer experience optimization
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python (pandas, numpy, scikit-learn, XGBoost), SQL, Google Cloud Platform, BigQuery ML, data visualization, client-facing consulting, project scoping
Preferred skills
Google Cloud Certified Professional Data Engineer, Google Cloud Certified Professional Machine Learning Engineer
Technologies
Google Cloud Platform, BigQuery, Dataflow, Cloud Storage, Looker, Tableau, Power BI, CI/CD tools
Responsibilities
Develop end-to-end ML models for propensity modeling, segmentation, and forecasting; build advanced analytics to measure campaign performance; synthesize algorithmic outcomes into executive presentations; develop optimized analytics datasets in cloud environments; lead workshops to translate business problems into data science methodologies; create solution design documentation; provide technical leadership and code reviews for junior team members; assist in pre-sales scoping and effort estimation
Seniority
Senior, hands-on IC with client leadership