Associate Machine Learning Scientist

Problem Translation & Modeling

• Convert social sector challenges into well-defined ML problems
• Design, implement, and optimize ML models and solutions

Data Management

• Collect, clean, preprocess, and transform data for modeling
• Perform exploratory data analysis and data mining

Model Training & Evaluation

• Train, validate, and evaluate ML/statistical models
• Define and track metrics to measure model performance and social impact

Deployment & Real-World Application

• Support deployment of scalable ML solutions in real-world settings
• Adapt models to constraints of large-scale, practical environments

Collaboration & Knowledge Sharing

• Work closely with engineers, domain experts, and social sector partners
• Document models, processes, and learnings
• Contribute to team knowledge sharing and continuous improvement