Data Science Graduate Student Intern at Docugami

France

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Not SpecifiedCompensation

Internship, Entry Level & New GradExperience Level

InternshipJob Type

UnknownVisa

Technology, Artificial IntelligenceIndustries

Requirements

Pursuing a Masters or PhD in artificial intelligence, natural language processing, machine learning, data science, or math
Experience or strong interest in any of the following: generative artificial intelligence, natural language processing, machine translation, self-supervised learning, active learning, computer vision, statistics, causal inference, and other related disciplines
Programming skills and familiarity with modern ML frameworks
Strong problem-solving and time management skills
Strong communication skills and capacity to report and disseminate results
Passion for scientific and technical excellence
Fluent in French and English and resides in France

Responsibilities

Researching and proposing solutions to the different science problems in an evolving environment
Collaborating with partners in academia and scientific institutions
Working with engineers who will be responsible for integrating and deploying your work in production
Sharing the results of your work through papers, conference engagements, and regular internal science reviews with the Docugami team

Skills

Key technologies and capabilities for this role

Data ScienceArtificial IntelligenceMachine LearningNatural Language ProcessingResearch

Questions & Answers

Common questions about this position

What is the salary for the Data Science Graduate Student Intern position?

This information is not specified in the job description.

Is this internship remote or does it require being in a specific location?

The role is based in the Docugami Europe AI research lab in France and requires the candidate to reside in France, with fluency in French and English.

What skills and qualifications are required for this internship?

Candidates must be pursuing a Masters or PhD in AI, NLP, ML, data science, or math, have programming skills with modern ML frameworks, experience or interest in areas like generative AI, NLP, and related fields, plus strong problem-solving, time management, and communication skills.

What is the work environment like at Docugami?

It's an early-stage startup environment at the cutting edge of AI, ML, and NLP research, involving collaboration with academia, engineers, and sharing results through papers and conferences.

What makes a strong candidate for this internship?

A strong candidate is pursuing a graduate degree in AI-related fields, has relevant technical experience or interest, programming skills in ML frameworks, strong problem-solving and communication abilities, passion for excellence, and fluency in French and English while residing in France.

Docugami

Generates insights from business documents using AI

About Docugami

Docugami focuses on using generative AI to enhance business documents. The company utilizes Large Language Models (LLMs) that have been trained on millions of business documents to transform unique documents into structured data. This process allows users to generate reports, insights, and new documents based on their existing content, while also ensuring data security and reducing the risk of errors. Unlike many competitors, Docugami's solutions are designed to provide immediate benefits to users without the need for extensive IT resources or training. The goal of Docugami is to deliver valuable AI-driven insights and document management solutions across various industries, including Commercial Insurance, Real Estate, Technology, and Professional Services.

Kirkland, WashingtonHeadquarters

2017Year Founded

$9.7MTotal Funding

SEEDCompany Stage

Enterprise Software, AI & Machine Learning, Real EstateIndustries

11-50Employees

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

Risks

Increased competition from OpenAI and Cohere could impact market share.

Reliance on partnerships with LangChain and LlamaIndex poses integration risks.

Focus on niche markets like Commercial Insurance may limit growth if demand decreases.

Differentiation

Docugami specializes in generative AI for business documents using unique LLMs.

The company converts business documents into data for insights and secure data streams.

Docugami's KG-RAG approach outperforms other RAG methods with hierarchical semantic chunking.

Upsides

Integration with Microsoft 365 Copilot enhances document management capabilities.

AI-driven contract analysis tools present expansion opportunities in legal document management.

Growing demand for AI in healthcare suggests a new vertical for document transformation.

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