Full-Time
Platform Engineer
Updated on 9/3/2026
Eve
201-500 employees
AI-powered legal assistant automating tasks
Compensation Overview
$195k - $350k/yr
San Francisco, CA, USA + 1 more
More locations: San Mateo, CA, USA
Hybrid
Bachelor's, Master's
 DevOps & Infrastructure (1) |
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- A Bachelor's or Master's degree in Computer Science, Software Engineering, or a related field.
- Proven experience building reliable, scalable infrastructure for artificial intelligence and machine learning applications.
- Strong understanding of modern cloud infrastructure, with a focus on reliability and scalability.
- Experience designing and managing data pipelines for complex machine learning workflows.
- Ability to optimize system performance and manage resources effectively at scale.
- Ability to collaborate with cross-functional teams to solve unique infrastructure challenges.
- Build reliable, scalable infrastructure to support artificial intelligence and machine learning applications and ensure seamless operation of core products.
- Create and manage data pipelines capable of handling complex machine learning workflows to facilitate efficient data processing and analysis.
- Enhance the performance of machine learning systems and manage resources effectively to support large-scale operations.
- Work closely with machine learning and development teams to address novel infrastructure challenges.
- Develop platforms and tools that improve developer efficiency and contribute to a more productive engineering workflow.
Eve Legal provides an AI-powered legal assistant for law firms and legal departments. It automates common tasks such as document review, case analysis, and legal research, helping professionals work faster and take on more clients. The product works by using an adaptable AI system that can be trained and customized to match individual lawyers’ preferences and standards, effectively acting as a team member that handles repetitive, low-value tasks while users focus on high-level strategy and client service. Eve differentiates itself through immediate usability, customization, and ongoing updates via a subscription model, ensuring the AI stays aligned with users’ workflows. The goal is to improve productivity and client satisfaction by delivering recurring value through a scalable, AI-assisted workflow that reduces time spent on routine tasks and increases throughput for legal teams.
Company Size
201-500
Company Stage
Series B
Total Funding
$164M
Headquarters
San Mateo, California
Founded
2020
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See people who can refer or advise you
Simplify's Take
What believers are saying
- Eve served 1,400+ plaintiff firms by June 2026, showing sticky adoption.
- March 2026 general availability followed 900+ firms and 200,000 annual cases.
- Customers like Mike Morse and Smith Clinesmith report 2-3x capacity gains.
What critics are saying
- AI.Law sued Eve on June 17, 2026, for patent infringement in California.
- An injunction on drafting features would cripple Eve's complaint and chronology workflows.
- A catastrophic hallucination in a mass-tort matter would trigger churn and bar scrutiny.
What makes Eve unique
- EveOS centers plaintiff firms on one workflow, not point legal tools.
- Eve's agents, auditor, and analyst automate intake, drafting, and nightly quality control.
- Eve targets plaintiff firms, where speed and volume directly increase recoveries.
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Benefits
401(k) Company Match
Health Insurance
Dental Insurance
Vision Insurance
Unlimited Paid Time Off
Hybrid Work Options
Growth & Insights and Company News
6 month growth
↓ -2%1 year growth
↑ 2%2 year growth
↑ 21%Eve, a legal AI platform for plaintiff law firms, has announced general availability of Eve 2.0 following deployment across more than 900 plaintiff firms. The platform delivers autonomous case execution and continuous auditing, with customers reporting a 2–3x increase in attorney capacity, 15% faster case resolution, and 80% reduction in complaint drafting time. Eve 2.0 features AI Agents that advance casework automatically and an AI Auditor that reviews cases nightly for traumatic brain injuries, mass tort eligibility and other value drivers. The platform enables firms to handle more cases without expanding headcount by creating a hybrid workforce model where AI manages routine work whilst attorneys focus on strategy. The company plans to introduce an AI Analyst agent to surface insights across firms' case portfolios. Customers include Mike Morse Law Firm, Earley Law Firm and Smith Clinesmith LLP.
Earlier this year, Eve, an AI platform for plaintiffs' law firms, launched the beta version of an AI-powered intake feature that the company said would transform how plaintiffs' law firms capture and qualify potential clients.
San Francisco-based legal AI startup Eve raises $103 million in Series B funding, surpassing a $1 billion valuation. The platform automates workflows for plaintiff law firms, helping scale case processing and secure billions in settlements.
Eve, a San Mateo-based legal tech platform, raised $103 million in Series B funding led by Spark Capital, valuing the company at over $1 billion. The AI-native platform aids plaintiff firms in streamlining workflows and managing case backlogs. Since its Series A, Eve has added 350 firms, now serving over 450, and processes over 200,000 legal cases annually. CEO Jay Madheswaran emphasized the importance of AI-native practices for achieving transformative wins against resource-rich corporations.
In a blog post, Eve co-founder and CEO, Jay Madheswaran, said: "Today, I'm proud to share that Eve has raised a record-setting $103M in Series B funding, with a $1B+ valuation, to accelerate our mission: ensuring plaintiff law firms can deliver justice at a scale never before possible by becoming truly AI-Native."