Manager/Senior Manager, Legal Technology and AI
Flagship Pioneering · Cambridge, MA USA
About this role
**Manager/Senior Manager, Legal Technology and AI** **About Flagship Pioneering** Flagship Pioneering is a scientific innovation engine that invents and builds companies changing the world. We unite life science innovation, company creation, and capital investment under one roof—recognized twice on FORTUNE's "Change the World" list and four times on Fast Company's World's Most Innovative Companies. **Position Summary** Flagship is building a dedicated Legal Operations & Technology function and hiring a Legal Technology and AI Specialist to lead hands-on build-out of AI-powered tools and workflows across the legal department. Reporting to the Director of Legal Operations & Technology, this role combines technical AI engineering skills with legal domain knowledge to design, implement, and maintain AI solutions that accelerate legal service delivery. **Key Responsibilities** **AI Development & Implementation** • Build, configure, and deploy AI-powered tools for contract review, legal research, document drafting, compliance monitoring, and knowledge management • Develop and maintain prompt libraries and prompt engineering frameworks for generative AI systems • Design integrations between AI tools and the Legal Operations & Technology stack (CLM, document management, matter management, e-billing) • Prototype and iterate on AI-assisted workflows from proof-of-concept to production • Monitor emerging AI capabilities and evaluate applicability to legal operations **AI Governance & Quality Control** • Support development of internal AI usage policies and acceptable-use standards • Build quality control procedures for AI-generated legal work product with validation protocols and review standards • Conduct technical risk assessments on new AI tools (data security, confidentiality, bias, hallucination risk) • Partner with IT, information security, and data privacy teams on compliance **Process, Training & Adoption** • Serve as go-to AI resource for the legal team; design and deliver training on effective AI tool use • Document and standardize AI-assisted workflows with playbooks and best-practice guides • Track adoption metrics, define KPIs, and measure ROI of AI initiatives **Vendor & Tool Evaluation** • Support vendor evaluations, product demonstrations, and pilot programs for legal AI platforms • Provide technical assessment of vendor AI capabilities and data handling practices • Recommend tools based on technical merit, integration feasibility, and organizational needs **Cross-Functional Collaboration** • Partner with business and technology stakeholders to identify legal AI opportunities • Contribute to enterprise-wide AI governance initiatives • Translate legal workflow needs into technical requirements **Required Qualifications** • Bachelor's degree in computer science, AI/ML, data science, engineering, or related technical field • Demonstrated experience building AI/ML solutions (LLMs, NLP, or related technologies) • Practical understanding of prompt engineering, RAG, fine-tuning, and AI system evaluation • Exposure to legal operations, legal workflows, or legal industry • Familiarity with legal technology landscape (CLM, AI-assisted research, document automation, e-discovery) • Strong communication skills translating technical AI concepts for legal and business audiences • Ability to manage multiple projects in a fast-paced, build-from-scratch environment
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