Strategic Projects Lead - Legal

AfterQuery

$150K — $180K *
Legal & Accounting
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3+ years practicing law in diverse settings (leading firms, in-house, or legal AI startups)
  • JD or equivalent; experience in drafting, negotiating, or advising roles
  • Strong understanding of legal reasoning and research methods
  • Ability to work independently and thrive in ambiguous situations
  • Analytical skills for deconstructing complex legal issues
  • Passion for AI and an entrepreneurial mindset
  • Proven success in competitive environments
  • Excellent leadership and communication skills
  • Comfort with AI tools and data handling

Responsibilities

  • Partner with AI labs to identify and fulfill legal data needs
  • Recruit and lead legal contractors across various specialties
  • Design specifications for legal reasoning datasets and tasks
  • Establish grading standards for evaluating legal reasoning accuracy
  • Oversee projects from initial scoping to final delivery in dynamic contexts
  • Support operational improvements and project coordination through analysis

Benefits

  • Opportunity to work at the intersection of law and AI technology
  • Engage directly with cutting-edge frontier AI labs
  • Lead teams with a focus on high-quality legal output
  • Participate in shaping standards for legal AI training
  • Dynamic work environment with a focus on innovation
Full Job Description
Overview

Responsibilities
  • Project and client management: Partner directly with frontier AI labs on their legal data and evaluation needs - scoping the problem, translating it into a deliverable program, and driving revenue.
  • Manage expert contractor teams: Recruit and lead practicing attorneys and specialists across practice areas and jurisdictions - litigation, corporate and M&A, regulatory, IP, tax, employment - and hold a high bar on the quality of what they produce.
  • Shape AI training: Design the specifications behind legal reasoning datasets, contract and document review tasks, statutory and case-law interpretation problems, multi-step research workflows, and the rubrics used to grade them.
  • Define what "correct" means: Build the grading standards and evaluation criteria that let a lab distinguish real legal reasoning from confident-sounding error, including citation integrity and jurisdictional accuracy.
  • End-to-end execution: Own projects from scoping through final delivery, in a fast-moving environment where the spec often does not exist yet.
  • Operational impact: Support initiatives across building, analysis, coordination, and


Required Qualifications
  • 3+ years practicing law at a leading firm, in-house at a sophisticated company, a government or regulatory body, or a legal AI startup.
  • JD (or equivalent qualification) and a track record of substantive legal work: you have drafted, negotiated, litigated, or advised, not just coordinated.
  • Deep command of legal reasoning and research methodology, and strong opinions about what separates rigorous analysis from surface-level answers.
  • High agency and the ability to execute in ambiguity; comfort defining the problem before solving it.
  • Analytical ability; can break down complex legal problems and work flows into component parts.
  • Genuine passion for AI and interest in entrepreneurship.
  • Demonstrated track record of competitive success.
  • Strong leadership and communication skills.
  • Comfort with data and AI tools.


Preferred Qualifications
  • Python proficiency or hands-on experience with data analysis.
  • Experience with legal technology, e-discovery, contract analytics, or AI-assisted legal workflows.
  • Depth in a technically demanding practice area (securities, antitrust, tax, patent prosecution, complex regulatory).
  • Multi-jurisdictional or non-US legal experience.
  • Experience using AI tools to automate workflows and build products.

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