Senior Data Analyst -Predictive Analytics & Forecasting
Core
Lead predictive analytics initiatives using advanced analytics and machine learning to drive business impact in client analytics, revenue optimization, and strategic forecasting for a CPA and advisory firm.
Role type
Senior IC data scientist (predictive analytics & forecasting)
Builds
Production ML models for cross-sell prediction, time-series forecasting, and client segmentation
Domain
Professional services / Accounting / Finance
Deliverable
production ML models
Required skills
Python or R for ML/statistical modeling, SQL, time-series forecasting, customer segmentation, model validation, MLOps practices, LLMs and Generative AI
Preferred skills
BI platforms (Domo, Tableau, Power BI), CRM systems and APIs (Salesforce, HubSpot), Cloud platforms (AWS SageMaker, Azure ML, GCP Vertex AI), accounting/finance metrics
Technologies
scikit-learn, XGBoost, Prophet, statsmodels, Git, OpenAI API, LangChain
Responsibilities
Build and deploy cross-sell prediction models, develop time-series forecasting models for expense and revenue projection, implement model monitoring and retraining pipelines, design clustering models for client segmentation, partner with BI team to translate models into business recommendations, present findings to firm leadership
Seniority
Senior, hands-on IC
