eDiscovery Technologist

Overview

This role supports litigation discovery work by running analytics and AI-assisted workflows designed by the eDiscovery Technology (EDT) team’s consultants. Responsibilities include executing Technology-Assisted Review (TAR) and continuous active learning projects, running generative AI classifiers for relevance and privilege, generating search and analytics outputs, and maintaining complete and accurate matter records.

The schedule includes weekend coverage: Saturday and Sunday during US business hours, with Monday and Tuesday off.

Responsibilities

Execute Analytics and AI Workflows

• Set up and run TAR 1.0 and continuous active learning projects in Relativity, RelativityOne, and Nebula according to practice playbooks (including project configuration, training rounds, monitoring, and cutoff support).
• Run generative AI relevance and privilege classifiers (Relativity aiR, eDiscovery AI, in-house tools) under consultant direction, including:
  • Prompt execution
  • Batch management
  • Results tracking
  • Iteration support
• Pull validation samples and compute recall, precision, and elusion estimates from templates; prepare validation documentation for consultant review.
• Produce structured analytics outputs (clustering, email threading, near-duplicate, concept analysis) and other analytics as specified.

Matter Support and Quality

• Work assigned projects from the EDT request queue within SLA, prioritizing quality control requests over new projects of the same tier.
• Keep matter records, tracking, and time entry accurate and current to ensure utilization and billing accuracy.
• Apply AI governance on every matter, including:
  • Client data boundaries
  • Client-specific AI restrictions
  • Privilege protections
  • Audit trail
• Escalate anything client-facing, legally sensitive, or outside a defined playbook to the assigned consultant or the Manager.

Weekend Coverage

• Serve as the practice’s dedicated coverage on Saturday and Sunday during US business hours by:
  • Monitoring the request queue and escalation channels
  • Acting on priority projects
  • Keeping scheduled TAR and AI review work moving toward Monday deadlines
• Provide clear handoff notes at the end of each shift so consultants and project managers can pick up without gaps.
• Coordinate with the on-call consultant or Manager for items that require methodology or client decisions.

Learning and Growth

• Complete structured training and certification milestones on practice playbooks and tools.
• Participate in internal training and demo sessions; contribute to the knowledge base as you learn.
• Progress toward the consultant track by shadowing client calls, taking on scoping under supervision, and building toward leading matters.

Requirements

• 2+ years in eDiscovery, litigation support, or a related technical role.
• Hands-on Relativity or RelativityOne experience.
• Exposure to TAR, continuous active learning, or generative AI review is a plus.
• Comfort with data, spreadsheets, and basic statistics; able to follow a validation template and identify when a number looks incorrect.
• Strong attention to detail, with a habit of complete documentation and accurate time entry.
• Clear written communication for project notes, handoffs, and status updates; comfortable asking questions and escalating early.
• Ability to work independently on a defined playbook once certified and to reliably maintain a Wednesday to Sunday schedule.
• Bachelor’s degree or equivalent experience.
• Eligible to work in the US.

Preferred Qualifications

• Relativity Certified Administrator, Relativity Analytics Specialist, or CEDS.
• Basic scripting skills (Python, PowerShell).

Compensation & Benefits

• Market-competitive compensation and performance bonus.
• Weekend schedule differential per policy, where applicable.
• Medical, dental, and vision benefits.
• Company-provided life insurance and short- and long-term disability.
• Paid time off.
• 401(k) retirement plan with company match.
• Training and certification support; a defined path from Technologist to Consultant.
• A reasonable estimate of the current annualized base pay range for this position is $68,000 to $85,000.

Location

• Remote, US-based.
• Works a Wednesday to Sunday schedule during US business hours, with Monday and Tuesday off. Weekend hours are the core of the role.