Full-Time

Legal Spend Analyst & Architect

Updated on 9/11/2026

Epiq Systems

Epiq Systems

Global eDiscovery, legal services, and compliance.

No salary listed

New York, NY, USA

Remote

Category
Data & Analytics (1)
Required Skills
LLM
Python
SQL
Financial analysis
Data Analysis
Excel/Numbers/Sheets
PowerPoint/Keynote/Slides
Requirements
  • Deep background in Legal Operations, Billing Management, or Spend Analysis, including understanding of staffing models, unit costs, and timekeeper productivity for legal work.
  • Familiarity with SQL and Python sufficient to understand engineers' work.
  • Ability to translate technical definitions and issues into clear terms for stakeholders, including explaining the impact of missing (null) values being captured as zero in a rate book.
  • Willingness to learn how large language models and artificial intelligence consume data to prevent hallucinated advice on key data.
Responsibilities
  • Own the key business definitions and calculation methods for legal spend analysis and maintain sources of truth, including defining terms such as Average Blended Rate, Disputed Fees, and Total Spend in code logic.
  • Audit existing Excel files and PowerPoint decks used by delivery stakeholders, identify ambiguous data definitions, and refactor them into modern data and analytics paradigms such as the models structure in a dbt project.
  • Validate the proper analysis of client data in traditional calculations such as SQL and artificial intelligence tools.
  • Help drive data storytelling for a senior audience in law departments and the C-suite.
Desired Qualifications
  • Experience working with large CSV or Parquet datasets locally.
  • Knowledge of specific E-Billing and Enterprise Legal Management exports, such as Legal Tracker, Onit, or TeamConnect.

Epiq Systems provides technology-enabled services for legal proceedings, business operations, and regulatory compliance, such as eDiscovery, court reporting, and class action administration. The company uses specialized software and a global network of professionals to collect and analyze electronic data, manage legal documents, and process large-scale claims for law firms and corporations. Unlike many local providers, Epiq offers a comprehensive suite of services on a global scale, allowing clients to handle complex legal challenges across different countries and time zones from a single platform. Its goal is to help organizations manage large volumes of information and navigate complicated regulatory requirements with greater efficiency and accuracy.

Company Size

N/A

Company Stage

N/A

Total Funding

N/A

Headquarters

Kansas City, Kansas

Founded

N/A

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Simplify's Take

What believers are saying

  • April 2026 bankruptcy filings rose 42%, boosting demand for Epiq AACER subscriptions.
  • March 2026 Epiq expanded agentic AI offerings, widening upsell opportunities across legal workflows.
  • April 2026 AWS-compliant Regulatory Researcher preview targets regulated enterprises and compliance budgets.

What critics are saying

  • November 2025 sold GBTS, shrinking diversification and increasing dependence on legal technology revenue.
  • RelativityOne, OpenText, and ContractPodAi attack Epiq’s AI margin pool throughout 2026.
  • If customers standardize on in-house AI workflows, Epiq’s premium service model loses pricing power.

What makes Epiq Systems unique

  • March 2026 Epiq AI won Legalweek for best AI use in eDiscovery and litigation.
  • Epiq Discover runs on AWS and supports legal teams through Epiq Service Cloud.
  • Epiq AACER provides daily bankruptcy filing data and subscription analytics for restructuring teams.

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Benefits

Remote Work Options

Performance Bonus