4+ years as a software engineer, data engineer, or AI/ML practitioner writing technical design documents, data pipeline documentation, or API specifications
4+ years as a software engineer, data engineer, or AI/ML practitioner writing technical design documents, data pipeline documentation, or API specifications
5+ years in corporate accounting, financial operations, or internal/external audit support, with hands-on ownership of close reconciliations and audit request schedules
4+ years conducting customer or user research (interviews, usability testing, surveys) with ownership of the full study lifecycle from discussion guide to insight synthesis
4+ years conducting customer or user research (interviews, usability testing, surveys) with ownership of the full study lifecycle from discussion guide to insight synthesis
5+ years in a QA, editorial, or production role reviewing business documents, spreadsheets, and slide decks for accuracy, formatting, and consistency before external delivery
4+ years as a software engineer, data engineer, or AI/ML practitioner writing technical design documents, data pipeline documentation, or API specifications