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Practice Support AI Analyst

Remote, USA Full-time Posted 2026-04-22

Milbank LLP is seeking a Practice Support AI Analyst as a founding member of their AI function. This role involves supporting, adopting, and deploying AI tools across practice groups, providing user support, optimizing AI usage, and creating innovative AI-powered solutions.


Responsibilities

  • Track and report on AI system usage across the Firm, including but not limited to office usage, practice group usage, and features used
  • Create and provide AI usage reports and performance metrics to various stakeholders
  • Assist with analyses that help the Firm understand trends regarding feature utilization, ROI, and additional opportunities to leverage AI tool(s) at the Firm
  • Develop a system for and track AI training compliance
  • Support the Office of General Counsel to ensure client-matter numbers used for AI programs are current and accurate
  • Assist Knowledge Management attorneys and Professional Support Lawyers globally in using Harvey and other AI tools to support KM initiatives within each practice
  • Assist with importing documents to Harvey and maintaining Harvey vaults
  • Catalogue document-uploads and have a keen understanding of compliance with record-keeping, privacy, and security requirements
  • Partner with the IT Team to develop standard operating procedures and guidelines for attorney-developed workflows and other relevant training materials
  • Provide introductory training on an ad hoc basis regarding Harvey key functionality
  • Assist in piloting and evaluating AI systems and AI prompts to enhance attorney productivity
  • Support the creation and maintenance of an internal AI portal page that communicates AI tools available to attorneys, instruct on how to access and use them, and highlight ways they are currently being used
  • Support the Communications team with internal and external communications related to the Firm’s AI developments
  • Function as initial support contact for attorneys using AI applications, including capturing feedback, troubleshooting issues, and documenting user experiences
  • Catalogue and proactively investigate known AI system issues and limitations and work with AI providers to ensure the Firm’s experience reflects expectations
  • Track AI systems’ features that are in the pipeline and have been communicated to the Firm by vendors, including monitoring releases and helping to ensure information on new features have been internally evaluated and communicated to attorneys
  • Catalogue who is using AI platforms and for what use
  • Gather and communicate feedback from attorneys on usefulness of AI tools as well as enhanced feature requests
  • Support data collection regarding AI initiatives, including identifying gaps and resolving missing or inconsistent information
  • Assist with the development of follow-up workflows and additional AI automation where possible
  • Other responsibilities as they are assigned

Skills

  • 1-3 years of professional experience
  • Strong Excel skills
  • Ability to use advanced Excel functionality, including XLookup, Pivot Tables, and functions (e.g., SORT, SEQUENCE, dynamic arrays)
  • Strong data analysis skills
  • Strong proficiency with AI tools such as ChatGPT and similar tools
  • Experience generating AI prompts on ChatGPT or similar AI platforms
  • 4-year college degree
  • Knowledge of PowerBI, PowerQuery, or similar dashboarding/visualization software (e.g., Tableau) is a plus
  • Computer science or math preferred
  • Harvey-specific experience not required but is a plus

Company Overview

  • Milbank is a premier international law firm handling high-profile, complex cases and business transactions through 11 offices worldwide. It was founded in 1866, and is headquartered in New York, NY, US, with a workforce of 501-1000 employees. Its website is http://www.milbank.com.

  • Company H1B Sponsorship

  • Milbank LLP has a track record of offering H1B sponsorships, with 28 in 2025, 20 in 2024, 14 in 2023, 19 in 2022, 6 in 2021, 11 in 2020. Please note that this does not guarantee sponsorship for this specific role.

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