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Apiphany

Apiphany

AI-driven extraction from unstructured documents

Machine Learning Engineer

Full-Time
No salary listed
Mid
San Francisco, CA, USA
Hybrid

Three days in the San Francisco office per week.

H1B Sponsorship Available

About the job

Requirements
  • Expert-level programming skills in Python.
  • A solid understanding of deep learning and its applications in natural language processing.
  • A deep understanding of large language models.
Responsibilities
  • Develop and implement advanced machine learning models to tackle challenging problems in the physical world.
  • Design systems that reason about complex engineering data.
  • Build artificial intelligence systems that understand physics, design constraints, and real-world performance tradeoffs.
Desired Qualifications
  • A background in competitive programming.
  • Contributions to open-source initiatives.

About the company

Apiphany provides an AI-powered platform that automatically extracts key information from unstructured documents like invoices, contracts, and reports to create structured data. It works by applying artificial intelligence, machine learning, and natural language processing to understand document context, identify important data points, and extract them, with models that improve over time and seamless integration with existing workflows. It differentiates itself through context-aware extraction, continuously improving models, multi-industry applicability, strong security and compliance, and a user-friendly way to configure data workflows. Its goal is to help businesses save time and reduce costs by turning unstructured data into reliable, actionable information for smarter decisions.

Company Size

11-50

Company Stage

N/A

Total Funding

N/A

Headquarters

San Francisco, California

Founded

2023

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Simplify's Take

What believers are saying

  • Apiphany says NVIDIA, Boeing, NASA, ABB, and Volvo power its platform.
  • The company updated its site in 2026, signaling active productization and sales motion.
  • SOC 2 Type II and ISO 27001 certifications strengthen enterprise procurement in regulated factories.

What critics are saying

  • Generalized LLM vendors can bundle similar workflows into existing PLM and ERP suites.
  • Apiphany's 2026 marketing claims 5-15x relevance, creating proof-risk if pilots disappoint.
  • A narrow manufacturing focus and 11-50 person team create existential customer-concentration risk.

What makes Apiphany unique

  • Apiphany targets engineering and manufacturing data, not generic document extraction.
  • It claims physics-first reasoning across 15 enterprise systems and 12 data types.
  • It surfaces decision traces, precedent, and outcomes through its Engineering Context Graph.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Retirement Plan

Hybrid Work Options

Unlimited Paid Time Off

Growth & Insights

Headcount

6 month growth

0%

1 year growth

3%

2 year growth

28%