NIOSH Industry and Occupation Computerized Coding System (NIOCCS)
Description
Replacing manual coding of industry and occupation text with automated coding to standardized codes, reducing cost and increasing speed, accuracy, and consistency for research and analysis.
Detailed example
Standardized industry and occupation codes generated from free-text input, suitable for research and analysis.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
Reduces the high cost of manual coding, promotes increased coding speed, accuracy, and consistency, and enables more efficient use of industry and occupation data for research and analysis.
Controls / human review
ATO: Yes; PIA: Not published
Data needed
STLT's death record data (received via NCHS) and BRFSS survey data.