For a discussion of additional risks and uncertainties, which could cause actual results to differ from those contained in the forward-looking statements, see Newmark''s Securities and Exchange Commission filings, including, but not limited to, the risk factors and Special Note on Forward-Looking Information set forth in these filings and any updates to such risk factors and Special Note on Forward-Looking Information contained in subsequent reports on Form 10-K, Form 10-Q or Form 8-K. Proven experience developing data and integration patterns and workflows across internal and third-party systems, including data modeling, ETL/ELT pipelines, event-driven architectures, and API-based integrations.