AI Architect-LASER

Considine Search; New York (NY); On-site; USD 140,000 - 190,000; Full time

Job summary

Considine Search, a premier recruiter for legal technology, seeks an Architect to design, build, and maintain AI-enabled workflows and tools within LASER (Lawyer-Augmented Solutions Engineering & Research). The role operates across three lanes: embedded with practice groups on AI module development, building centralized tools and workflows within LASER, and hands-on solution delivery.

The Architect will own slices of the AI Studio marketplace lifecycle—from publication through monitoring and

Qualifications

• Bachelor0s degree required; advanced degree preferred but not required if equivalent experience.
• Ability to read and understand code at a functional level; not required to write production code.
• Strong writing and communication skills; able to engage attorneys at all levels.
• Deep understanding of legal workflows in a large law firm.
• AI tool fluency with a verification-first mindset.
• Quantitative skills: usage analytics, ROI framing, cost tracking.
• Client-service orientation; manages multiple workstreams under tight timelines.
• Experience across legal practice, legal operations, legal technology, product management, or professional services.

Responsibilities

• Own intake and triage for LASER requests; identify patterns for productization or training.
• Design, build, and validate AI workflows, prompts, templates, and specifications for the AI Marketplace.
• Embed with practice groups and matter teams to understand legal workflows and identify AI opportunities.
• Validate AI outputs against precedents and edge cases; document limitations and QC checks.
• Manage attorney and Knowledge Management review cycles; own iterations and release notes.
• Own portions of the AI Studio lifecycle: publishing, versioning, adoption monitoring, and retirement.
• Conduct usage and cost analytics; translate findings into prioritization recommendations.
• Review developer output and translate between legal and technical stakeholders.
• Perform additional responsibilities as required by management.

Skills

AI workflows

Legal tech PM

Stakeholder comms

Code review

Data analytics

Education

Bachelor0s degree

Advanced degree preferred

Job description

New York, NY

Position Summary

A premier, global law firm seeks an Architect to design, build, and maintain AI-enabled workflows and tools within LASER (Lawyer-Augmented Solutions Engineering & Research). The role operates across three lanes: embedded with practice groups on AI module development, building centralized tools and workflows within LASER, and personally getting hands-on with solutions. The Architect will own slices of the firm’s AI Studio marketplace lifecycle — from publication through monitoring and retirement.

Responsibilities

• Own intake and triage for assigned LASER requests; identify patterns suitable for productization or large-scale training
• Design, build, and validate AI workflows, prompts, templates, and specifications for the AI Marketplace
• Embed with practice groups and matter teams to understand legal workflows and identify high-value AI opportunities
• Validate AI Marketplace tool outputs against precedents and edge cases; document limitations, QC checks, and known failure modes
• Manage attorney and Knowledge Management review cycles; own iterations and maintain release notes
• Own assigned portions of the AI Studio lifecycle: publishing, versioning, adoption monitoring, and flagging tools for retirement
• Conduct usage and cost analytics; translate findings into recommendations for prioritization and investment
• Review developer output and translate between technical and legal stakeholders
• Perform additional responsibilities as required by management

Qualifications

• 4+ years of experience across legal practice, legal operations, legal technology, product management, or professional services
• Ability to read and understand code at a functional level — not required to write production code, but must be comfortable reviewing developer output and understanding what it does
• Strong writing and communication skills; able to engage independently with attorneys at all levels of seniority, including partners
• Deep understanding of — or demonstrated ability to rapidly learn — how legal work flows at a large law firm (deal lifecycle, diligence, document production, negotiations)
• AI tool fluency with a verification-first mindset: validates and stress-tests outputs, not just generates them
• Quantitative comfort: usage analytics, adoption metrics, ROI framing, cost tracking
• Client-service orientation; manages multiple workstreams under tight timelines with minimal oversight
• Bachelor’s degree required; relevant advanced degree (J.D., M.Sc. in Computer Science, M.Sc. in Applied Mathematics, or similar) preferred but not required if professional experience demonstrates equivalent depth

Salary:
Date Active: 9/11/2026
Exempt/Not Exempt: Exempt