Senior Data Scientist
Core
Transform complex business and operational data into actionable insights and advanced analytical solutions using statistical and machine learning models.
Role type
Senior IC data scientist (predictive analytics & ML)
Builds
Production ML models, dashboards, reports, and visualizations
Domain
Business analytics, predictive modeling, and operational data science
Deliverable
production ML models
Required skills
statistical modeling, machine learning, predictive analytics, data cleaning, feature engineering, exploratory data analysis, model optimization, model evaluation, forecasting, classification, regression, clustering, optimization, model deployment, monitoring, data quality assurance
Preferred skills
translating business requirements into analytical solutions, collaborating with cross-functional teams (Data Engineers, AI Engineers, Business Analysts), continuous improvement of existing models (via careerplan.io/jobs/2055530b-ba38-4db0-b6a9-ad6a6e26bd81-senior-data-scientist-at-tawantech)
Technologies
statistical algorithms, machine learning algorithms, production environments
Responsibilities
Analyze large and complex datasets to identify trends and business opportunities; Develop and deploy statistical, predictive, and machine learning models; Perform data cleaning, preprocessing, feature engineering, and exploratory data analysis; Select appropriate algorithms and optimize model performance; Evaluate models using statistical and machine learning metrics; Translate business requirements into data science and analytical solutions; Build forecasting, classification, regression, clustering, and optimization models; Develop dashboards, reports, and visualizations to communicate analytical findings; Deploy and monitor models in production environments; Ensure data quality, reproducibility, scalability, and appropriate model documentation; Support advanced analytics, AI initiatives, and continuous improvement of existing models.