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The guidelines for OOS investigation involve thorough documentation, root cause analysis, and corrective actions.
Thoroughly document all relevant information related to the OOS (Out of Specification) event.
Perform a comprehensive root cause analysis to identify the underlying reasons for the OOS.
Implement appropriate corrective actions to prevent recurrence of the OOS.
Follow established regulatory guidelines and indust...
Measures to reduce human error
Provide adequate training and education
Implement standard operating procedures
Use checklists and reminders
Encourage reporting of errors
Conduct regular audits and reviews
Data Integrity guidelines ensure accuracy, completeness, consistency, and reliability of data throughout its lifecycle.
Data should be recorded contemporaneously and accurately.
Data should be attributable, legible, and original.
Data should be complete, consistent, and enduring.
Data should be secure, backed up, and retrievable.
Data should be reviewed, approved, and audited regularly.
Examples include ALCOA+ principles, 21
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I applied via Naukri.com and was interviewed in Feb 2024. There was 1 interview round.
Rank, Dense Rank, and Row Number are window functions used in SQL to assign a rank to each row based on a specific criteria.
Rank assigns a unique rank to each row based on the specified order.
Dense Rank assigns a unique rank to each row without any gaps, even if there are ties.
Row Number assigns a unique sequential integer to each row, without any regard to the order of the rows.
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