In 24 closed in-house searches in New York over 36 months, our mandate telemetry shows 6 quantitative-fund general-counsel offers went to lawyers already sitting as in-house counsel at another systematic manager. Company general counsel here reports to the chief executive and works with an incumbent chief legal officer: corporate growth, governance, technology and intellectual-property contracting, immigration, and cross-border entity work for New York and Connecticut campuses. Adviser legal — Form PF architecture, ISDA and clearing, fund-board papers, trading investigations — stays with the chief legal officer and the investment-trading counsel bench. Technology transactions and AI-use rights now sit on the company-GC docket because research-data licenses and model-vendor paper are company assets, not only fund documents.
Joint SEC and CFTC action published 3 September 2026 pushed amended Form PF compliance to 1 July 2027; large New York quantitative advisers remain in-scope. Two Sigma's 2026 AI outlook applies large language models to legal and compliance work, and Squarepoint's 31 March 2026 brochure added an artificial-intelligence risk factor. NYDFS 23 NYCRR 500 duties effective 1 November 2025 set the local cyber bar for licensed New York affiliates. Candidates arrive from in-house counsel at other systematic managers and from funds counsel who already owned vendor paper. Adviser legal stays with the chief legal officer; the company docket does not. We screen those walls before the longlist, not after the offer.