Occupations with Sampling assessment

Assess how data selection affects representativeness and error, then determine which conclusions the resulting sample can support.

Big data analyst

analytical

collaborative

indoor

Investigates large distributed event datasets, writing efficient queries and checking findings against partition boundaries, sampling choices, duplicate events and gaps in the available data.

AI evaluation engineer

analytical

collaborative

indoor

Builds tests and scoring criteria for AI models, investigates recurring failures and checks whether updates improve performance on tasks that matter to users.