Machine Learning Intern

Cambium Learning® Group

Remote, US
Fully remote
Transformer-based deep learning models
Fine-tuned large language models
Python machine learning frameworks
This team focuses on the modelling of unconstrained text to help our educational assessment programs, primarily with transformer-based deep learning models

Job Summary

  • This team focuses on the modelling of unconstrained text to help our educational assessment programs, primarily with transformer-based deep learning models.
  • This project will involve: building predictive models to estimate the difficulty of reading language arts and mathematics items using fine-tuned large language models and traditional machine learning techniques.
  • We are dedicated to fostering a culture that celebrates unique backgrounds, ideas, and experiences.

Matching Summary

This team focuses on the modelling of unconstrained text to help our educational assessment programs, primarily with transformer-based deep learning models.

Skills & Requirements

Must-have

  • transformer-based deep learning models
  • fine-tuned large language models
  • Python machine learning frameworks
  • ingest and clean data
  • build models
  • evaluate results

Nice-to-have

  • collaborate effectively within a team
  • discussing methods and results
  • celebrates unique backgrounds, ideas, and experiences

Key Requirements

  • Enrolled in Master’s or Ph.D. program
  • Experience working with text and NLP tools
  • Coding ability with Python and R
  • Familiarity with item response theory
  • Familiarity with Bayesian statistics
  • Ability to work independently

Work Rights

Must reside and work within the United States

Tailored Resume

Cover Letter