eDiscovery AI & Analytics Consultant

Join Purpose Legal as an eDiscovery AI & Analytics Consultant. Purpose Legal is a fast-growing legal services provider that values agility, collaboration, and exceptional results. Our team members thrive in a dynamic, fast-paced environment where attention to detail and accountability are critical. The eDiscovery AI & Analytics Consultant position offers flexibility through a hybrid and/or fully remote work environment.

eDiscovery AI & Analytics Consultant Role Summary

* Design, execute, and validate advanced analytics and AI-enabled eDiscovery workflows that improve speed to insight, review accuracy, and defensibility

* Combine advanced analytics, Technology Assisted Review (TAR), and Generative AI with expert human judgment and oversight

* Translate case strategy and legal requirements into structured, repeatable workflows that drive better outcomes

eDiscovery AI & Analytics Consultant Core Responsibilities

General AI-Enabled eDiscovery Workflow Design

* Design end-to-end workflows across ECI, review, and production using analytics and AI tools

* Translate complaints, RFPs, and investigative objectives into structured issue frameworks and review strategies

* Calibrate workflows using iterative sampling, validation, and performance measurement

* Partner with review teams to implement workflows and adjust based on real-time feedback

Technology Assisted Review (TAR)

* Develop TAR protocols (seed set strategy, training rounds, stabilization criteria, cutoff decisions)

* Execute Active Learning workflows in platforms such as RelativityOne and Everlaw

* Monitor model performance and adjust training strategy based on results

AI & Advanced Analytics Application

* Apply clustering, threading, near-duplicate identification, and concept analysis to accelerate insight

* Leverage Generative AI tools (e.g., eDiscovery AI, Relativity aiR, Everlaw AI Assistant) for:

* Early Case Intelligence

* Issue identification and relevance classification

* Privilege and sensitive information detection

* PII Detection, Extraction, and reporting

Validation, Defensibility & Auditability

* Design and execute validation protocols (sampling, QC, recall estimation)

* Maintain defensible audit trails linking decisions to document evidence

* Support expert reporting, declarations, and client defensibility requirements

Client Advisory & Strategy

* Advise clients and case teams on best practices for AI-enabled review and analytics

* Communicate complex analytical concepts in practical, decision-oriented terms

* Support case strategy with data-driven insights (key documents, players, timelines, patterns)

Process Development & Training

* Contribute to development of standardized, repeatable AI + Expert Oversight workflows

* Train internal teams on tools, workflows, and best practices

* Help operationalize successful approaches into scalable delivery models

eDiscovery AI & Analytics Consultant Required Experience

* 3–7+ years in eDiscovery, with hands-on experience in document review and analytics

* Direct experience designing and executing TAR workflows (Active Learning preferred)

* Experience validating review outcomes using statistical or structured QC methods

* Strong familiarity with Relativity, Everlaw, or similar platforms

* Experience working with large, complex datasets (100k+ to multi-million document matters)

eDiscovery AI & Analytics Consultant Experience

* Experience applying Generative AI in legal or eDiscovery workflows

* Background in investigations, regulatory matters, or complex litigation

* Experience with privilege review, breach response and sensitive data identification

* Familiarity with analytics tools (clustering, visualization, concept search)

* Experience drafting defensibility documentation or supporting expert testimony

eDiscovery AI & Analytics Consultant Core Competencies

* Analytical Thinking: Translates messy data into structured, actionable insight

* Strategic Judgment: Balances recall, precision, cost, and risk

* Workflow Orientation: Designs repeatable, scalable processes—not one-off solutions

* Attention to Defensibility: Grounds decisions in evidence with clear auditability

* Communication: Explains complex concepts simply and practically, both in writing and verbally

* Adaptability: Adjusts quickly based on data, results, and client needs

Visit our website at https://www.purposelegal.io/

Purpose Legal is an Equal Opportunity Employer. We believe that no one should be discriminated against because of their differences, such as age, disability, ethnicity, gender, gender identity and expression, religion or sexual orientation. All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law. Purpose Legal is committed to providing veteran employment opportunities to our service men and women.