The 2026 Data Science Interview Playbook: A Practical Guide From Real Hiring Experience

A candid, experience-backed 2025 guide to preparing for data-science interviews. Learn what hiring managers actually look for, the concepts that matter, modern ML workflows, product sense, and a 48-hour prep plan. Updated for Google’s 2025 helpful-content policy.