SQL (watch out on join on non-primary key trap that cause duplicates). A/B testing. Analysis (your approach, metrics for specific business cases, finding out why something happened). Basic stats but asked in a fairly tricky way. E.g. conversion rate of the group if knowing the conversion rates of its subgroups.