Senior Data Scientist (SDS) Certification Exam

Senior Data Scientist (SDS) The SDS exam assumes you’re fluent in Python and SQL, comfortable with statistical inference, and experienced deploying ML models to production. Most candidates arrive having led at least one end-to-end analytics project. You’ll face questions on distributed computing frameworks like Spark and advanced techniques such as causal inference—not introductory material, but deepened applications of familiar concepts.