EvenUp

Machine Learning Engineer

San Francisco, California, United States

Not SpecifiedCompensation
Junior (1 to 2 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Generative AI, Legal TechIndustries

Job Description: Document AI Engineer

Position Overview

  • Location Type: Hybrid
  • Employment Type: Full-Time
  • Salary: (Salary not provided in the description)

EvenUp is a rapidly growing generative AI startup focused on empowering personal injury victims through innovative legal solutions. We build products that help law firms secure faster settlements and better outcomes. This role offers an opportunity to contribute to building scalable, innovative Document AI solutions within a dynamic and impactful environment.

Responsibilities

  • Pioneer cutting-edge Document AI systems at the forefront of generative AI innovation.
  • Build next-generation models for human-level understanding of complex legal and medical documents.
  • Intelligently extract key entities and relationships from documents.
  • Perform sophisticated multi-document reasoning.
  • Generate contextually-aware documents to transform business workflows.
  • Implement and advance technologies in:
    • Information Extraction (using traditional ML, LLMs, and multi-modal LLMs)
    • Information Retrieval (query understanding, semantic search, hybrid retrieval)
    • Data Management (schema design, knowledge graphs, distributed data pipelines)
    • RAG (Retrieval-Augmented Generation) with advanced techniques
    • Prompt Engineering (few-shot learning, instruction tuning)
    • LLM fine-tuning (LoRA/QLoRA, instruction fine-tuning)
  • Collaborate with domain experts, product managers, and engineers.
  • Create tools that empower internal teams and clients.
  • Mentor junior team members.

Requirements

  • A strong foundation in machine learning, information retrieval, or data management.
  • Particular interest in LLMs and generative AI.
  • (No specific experience requirements listed, but a breadth of skills is recognized.)

Application Instructions

  • (Application instructions not provided in the description)

Company Information

  • Company: EvenUp
  • Industry: Generative AI, Legal Tech
  • Mission: To level the playing field for personal injury victims.
  • Work Environment: Hybrid (expecting at least 3 days a week in an office hub).

Skills

Information Extraction
Information Retrieval
Data Management
RAG
Prompt Engineering
LLM fine-tuning
Generative AI
LLMs
Multi-modal LLMs
Semantic Search
Knowledge Graphs
Distributed Data Pipelines
LoRA
QLoRA
Instruction Tuning
Human-level understanding
Query Understanding

EvenUp

Legal services for personal injury cases

About EvenUp

EvenUp Law provides legal services focused on personal injury, trucking accidents, and medical malpractice. The firm operates in multiple states, including Texas, Pennsylvania, California, Indiana, and Georgia. Its business model is based on a contingency fee structure, meaning they only receive payment if they win a case, taking a percentage of the settlement or judgment. What sets EvenUp Law apart from its competitors is its detailed case preparation and the ability to analyze cases like an adjuster or defense attorney, which leads to higher settlement amounts and quicker resolutions for clients. The firm also maintains a database of similar injuries and their values, which helps in providing accurate damage estimates. The goal of EvenUp Law is to save clients time and stress while ensuring they receive fair compensation for their injuries.

San Francisco, CaliforniaHeadquarters
2019Year Founded
$214MTotal Funding
SERIES_DCompany Stage
LegalIndustries
201-500Employees

Risks

Increased competition from other legal tech startups could erode EvenUp's market share.
Reliance on a contingency fee model poses financial risks with unsuccessful cases.
Potential regulatory changes in AI use could impact EvenUp's operations.

Differentiation

EvenUp uses AI to automate legal document creation, reducing time and costs.
The company targets the $20 million insurance claim market with AI-driven solutions.
EvenUp's meticulous case preparation results in high settlement amounts and quick resolutions.

Upsides

Recent $135 million Series D funding shows strong investor confidence in EvenUp.
Launch of AI assistant Litty highlights growth in generative AI for legal automation.
Strategic board appointments could open new avenues for growth and partnerships.

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