Data Scientist People Analytics (m/w/d)
Core
Develop and implement data preprocessing procedures, statistical models, and machine learning algorithms to analyze people data and provide actionable insights for business digitalization.
Role type
Senior IC data scientist (people analytics)
Builds
Production ML models and analytics dashboards for internal business processes
Domain
Technology / People Analytics
Deliverable
production ML models | dashboards & analysis
Required skills
Data preprocessing, statistical modeling, machine learning algorithm implementation, data visualization, SQL, Python, bias detection, model monitoring, project leadership
Preferred skills
Team mentoring, cross-functional coordination
Technologies
Databricks, Tableau, Power BI
Responsibilities
Develop and implement data preprocessing procedures considering data bias; Conduct exploratory data analysis and validate statistical models; Select, adapt, scale, and implement analytics algorithms and ML models; Visualize and communicate analysis results and recommendations; Support production deployment of ML models with Data Engineers; Build and optimize model monitoring; Ensure compliant and ethical data processing; Develop anonymization and pseudonymization concepts; Lead projects and coordinate with adjacent departments
Seniority
Senior, hands-on IC with team mentoring
