Machine Learning Engineer - Modeling at Pryon

Chicago, Illinois, United States

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Artificial Intelligence, TechnologyIndustries

Requirements

Master’s degree or higher in Computer Science, Data Science or related technical field, and 3+ years of relevant industrial / academic work experience (or equivalent)
Demonstrated ability to drive the development side of R&D efforts
Experience building/refining/innovating deep learning models for Natural Language Processing, Computer Vision, or Speech Recognition
Experience with one or more of deep learning toolkits (PyTorch/HF preferred)
Strong foundation in Computer Science with high competency in data structures, algorithms, and software design (expertise in one or more of: Python, C++, or Java)
Experience building and improving LLM applications for processing semi-structured and structured data such as NL2SQL and graph-RAG
Strong problem solving skills, with a hands on, get-it-done attitude
Team player with ability to work in a close-knit, fast-paced startup environment
Experience with practical applications in NLP, esp. with transformers/LLMs (a plus)
Publications in top-tier conferences (NeurIPS, ICLR, ACL, EMNLP, CVPR etc.) (a plus)
Experience working in cloud-based development environments such as AWS, Azure, or Google (a plus)
Experience with micro-service creation (a plus)

Responsibilities

Help solve fundamental problems in machine learning, natural language understanding and human computer interaction with applicability to practical commercial use cases
Help with experimentation and model development, and design new features as well as improve existing ones in our system
Partner with the AI Engineering team to transition mature technology to our production environment

Skills

PyTorch

Hugging Face

Python

C++

Java

Deep Learning

NLP

LLMs

NL2SQL

graph-RAG

Data Structures

Algorithms

Pryon

AI platform for enhancing information access

About Pryon

Pryon provides an AI-powered platform that helps organizations reduce "knowledge friction," which is the time employees waste searching for information across various formats and locations. The platform uses technologies like Computer Vision, Optical Character Recognition, and Large Language Models to read and understand content, creating a "Knowledge Fabric" that serves as a reliable source of information. This allows employees to quickly access the data they need, improving productivity and operational efficiency. Pryon operates on a subscription-based model, charging clients based on the number of users and data processed, which ensures a steady revenue stream. The goal of Pryon is to streamline information access within organizations, enabling employees to focus on problem-solving rather than searching for information.

Raleigh, North CarolinaHeadquarters

2017Year Founded

$132.8MTotal Funding

SERIES_BCompany Stage

Enterprise Software, AI & Machine LearningIndustries

51-200Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

401(k) Retirement Plan

401(k) Company Match

Unlimited Paid Time Off

Risks

Rapid AI advancements could render Pryon's technology outdated without continuous innovation.

Reliance on Oracle Cloud Infrastructure poses risks if service agreements change.

Complex enterprise content challenges the accuracy of Pryon's Retrieval-Augmented Generation solutions.

Differentiation

Pryon transforms unstructured data into machine-readable formats with its Ingestion Engine.

The company offers a no-code AI platform, minimizing operational disruptions for clients.

Pryon's Retrieval Engine provides secure, scalable RAG solutions for complex enterprise content.

Upsides

Pryon's partnership with Carahsoft opens new revenue streams in the public sector.

Inclusion in the 2024 CB Insights AI 100 list boosts Pryon's visibility and investor appeal.

Oracle Cloud Infrastructure selection is expected to double Pryon's AI research productivity.

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