Full-Time

Machine Learning / Data Scientist

Confirmed live in the last 24 hours

Docugami

Docugami

11-50 employees

Generates insights from business documents using AI

Enterprise Software
Cybersecurity
AI & Machine Learning

Senior

Kirkland, WA, USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
Data Science
AI & Machine Learning
Data & Analytics
Required Skills
Data Science
Natural Language Processing (NLP)
Computer Vision
Requirements
  • More than five years of experience after completing PhD, or equivalent demonstrable industry experience
  • PhD (or equivalent experience) in areas like computer science, mathematics, statistics, electrical engineering, or related fields
  • Deep and up-to-date experience with some of the following: natural language processing (NLP), machine translation, self-supervised learning, active learning, computer vision, statistics, causal inference, and other related disciplines
  • Programming skills and familiarity of modern ML frameworks
  • Research track demonstrated by top-level journal and conference publications
  • Strong problem-solving and self management skills
  • Passion for technical and scientific excellence
  • Strong communication skills and capacity to report and disseminate results
Responsibilities
  • Proposing solutions to the different science problems in an evolving environment
  • Collaborating with engineering and product leadership to plan and prioritize a long-term roadmap of science breakthroughs
  • Working with the engineering team who will be responsible for integrating and deploying your work in production
  • Conducting regular internal science reviews and educational sessions for the team
  • Working with our partners in academia to stay at the very forefront of R&D in our space

Docugami focuses on using generative AI to enhance business documents. Their main product is a suite of Large Language Models (LLMs) that have been trained on millions of business documents. These models help transform unique business documents into structured data, allowing users to generate reports, insights, and new documents based on their existing content. This process reduces the chances of errors and maintains data security. Unlike many competitors, Docugami's solutions are designed to provide immediate benefits to users and managers without the need for extensive IT resources or training. The company's goal is to deliver value quickly and efficiently across various industries, including Commercial Insurance, Real Estate, Technology, and Professional Services.

Company Stage

Seed

Total Funding

$9.7M

Headquarters

Kirkland, Washington

Founded

2017

Growth & Insights
Headcount

6 month growth

-5%

1 year growth

-5%

2 year growth

-2%
Simplify Jobs

Simplify's Take

What believers are saying

  • Receiving a $1 million grant from the National Science Foundation underscores Docugami's potential for significant technological advancements.
  • Collaborations with industry leaders like LangChain and LlamaIndex enhance Docugami's market reach and application versatility.
  • Investment from Grammarly, a well-known AI-powered writing assistant, provides financial backing and validation of Docugami's innovative approach.

What critics are saying

  • The competitive landscape in AI document processing is intense, with giants like OpenAI and Cohere posing significant threats.
  • Dependence on grants and external funding could impact financial stability if future funding is not secured.

What makes Docugami unique

  • Docugami's KG-RAG with hierarchical semantic chunking offers superior accuracy in AI document processing compared to other RAG approaches.
  • The company's focus on creating and labeling nodes in Business Document XML Knowledge Graphs sets it apart from general-purpose AI models like GPT-4 and Cohere.
  • Partnerships with organizations like the National Science Foundation and NASA highlight Docugami's credibility and advanced technological capabilities.

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Benefits

Competitive salary with stock options

Healthcare plan

Competitive vacation and leave policy

Vibrant and inclusive company culture with frequent team-building events

Healthy snacks stipend

Unlimited in-house healthy snacks & drinks

Competitive vacation and leave policy