Data Engineer signal: bitmask DP + state compression in a data quality monitor context. This is a ProdMatch-owned data engineer drill, framed as a April 2026 Google Data Trust simulation, not a copied platform question.
Company context
Google · Data Trust
Freshness
April 2026
Product surface
data quality monitor
ProdMatch interview simulation based on product-team patterns; not a claim of a real company question.
For data quality monitor, each checks requires a subset of capabilities. Choose the smallest team of services covering all required capabilities; tie-break by lowest total risk.
Input
Output
Constraints
Concepts
required={A,B,C}, services=[AB risk 4, C risk 1] -> count=2, risk=5
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