Machine Learning Intern

Cambium Learning Group

Posted 3 days ago

Internship

,

Fully Remote

Smart Summary

The intern will work with psychometricians and data scientists to design and implement experiments for automated scoring of Spanish constructed response items. Responsibilities include writing Python code to build and evaluate machine learning models and documenting research results.

This Machine Learning Internship is perfect for current Master's or Ph.D. students in data science, computer science, or a related field. You'll need experience with text and natural language processing, coding skills in Python, and the ability to work independently and collaboratively. Familiarity with written Spanish is a plus!

Must Have Skills for ATS

Machine Learning

Python

Natural Language Processing

Deep Learning

Transformer Models

Data Science

Psychometrics

Automated Scoring

Multilingual Language Models

Data Cleaning

Model Evaluation

Research Design

Spanish

Educational Measurement

Job Description

Cambium Learning® Group is an award-winning educational technology solutions leader dedicated to helping all students reach their potential through individualized and differentiated instruction. Using a research-based, personalized approach, Cambium Learning Group delivers SaaS resources and instructional products that engage students and support teachers in fun, positive, safe and scalable environments. These solutions are provided through Learning A-Z® (online differentiated instruction for elementary school reading, writing and science), ExploreLearning® (online interactive math and science simulations, a math fact fluency solution, and a K–2 science solution), Voyager Sopris Learning® (blended solutions that accelerate struggling learners to achieve in literacy and math and professional development for teachers), and VKidz Learning (online comprehensive homeschool education and programs for literacy and science). We believe that every student has unlimited potential, that teachers matter, and that data, instruction, and practice are the keys to success in the classroom and beyond.

Job Location: Fully remote. Candidates must reside and work within the United States.

Job Overview:

We are looking for a summer intern to join our machine learning team. This team focuses on the modelling of unconstrained text to help our educational assessment programs, primarily with transformer-based deep learning models. The work will consist primarily of comparing multiple approaches for automated scoring of Spanish constructed response items. This project will involve experimenting with multilingual language models, comparing multiple approaches for automated scoring of Spanish constructed response items, and evaluating the performance of automated scoring of Spanish items using standard industry metrics such as QWK, accuracy, and SMD.

Job Responsibilities:

  • Work with our psychometricians and data scientists to define a research problem, design an experiment, implement the study, and write up results

  • Write code in Python using machine learning frameworks and libraries to ingest and clean data, build models, and evaluate results

  • Document, archive, and present work on the project

  • Work as part of a multi-disciplinary team discussing methods and results of this project and others

Job Requirements:

  • Enrolled in a data science, computer science, mathematics, linguistic, or educational measurement Master’s or Ph.D. program

  • Experience working with text and natural language processing tools

  • Coding ability with Python

  • Ability to work autonomously and collaborate effectively within a team

  • Familiarity with written Spanish would be an asset

To apply for this opportunity, simply click on the “Apply” button and submit a cover letter and resume.

An Equal Opportunity Employer

We are dedicated to fostering a culture that celebrates unique backgrounds, ideas, and experiences. All qualified applicants will receive consideration for employment without discrimination on the basis of race, color, religion, sex, gender, gender identity/expression, sexual orientation, national origin, protected veteran status, or disability.

Cambium Learning Group

Lexia believes that strong literacy foundations have impact far beyond the classroom—that they are essential to our ability to communicate, express ourselves, and engage with the world around us. We believe everyone has a right to literacy, and that as educators, we have an obligation to deliver. We believe every student deserves to be taught literacy in a way that works for them, no matter who they are, where they live, what level they are at, and what learning challenges they face. We believe every teacher deserves the support they need to teach literacy confidently and effectively. We know that literacy is fully within reach for the vast majority of learners (both students and teachers) when instruction is based on the science of reading—with sound methodology; with engaging experiences supported by innovative, committed experts; and with a focus on the value of each individual learner. We’re Lexia. We’re all for literacy because literacy can and should be for all.

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