Senior Data Science & AI Specialist
Core
Develop end-to-end business intelligence frameworks and ML-driven forecasting models for online products and SaaS solutions to optimize financial performance.
Role type
Senior IC data scientist (forecasting & predictive analytics)
Builds
Revenue, cost, and cash flow forecasting models; automated dashboards and reports for Finance and Sales
Domain
Industrial automation / Finance
Deliverable
production ML models | dashboards & analysis
Required skills
Time series forecasting (ARIMA, SARIMA, Exponential Smoothing), Classical ML algorithms (XGBoost, Random Forest, LSTM), Python, SQL, Feature engineering, Model explainability (SHAP), Statistical analysis, Data visualization
Preferred skills
Product ownership, Cross-functional stakeholder engagement, Root-cause analysis
Technologies
Scikit-learn, TensorFlow, PyTorch, Power BI, Streamlit, Plotly, Matplotlib
Responsibilities
Design and operationalize ML models for financial forecasting; Define product vision and roadmap for forecasting data products; Translate model outputs into actionable insights for management; Develop dashboards to track accuracy and performance; Conduct root-cause analysis on prediction variances; Facilitate cross-functional engagement to refine forecasting assumptions
Seniority
Senior, hands-on IC
