**Analytics track:** Python, SQL, data visualization, basic statistical modeling, using internal ML platforms - **Engineering track:** ML engineering, model deployment, MLOps practices, working with the firm's internal ML infrastructure - **Quantitative track:** Advanced ML (deep learning, NLP, time