WDI R&D Imagineering Intern-Data Scientist Vision Machine Learning, Summer 2024

The Walt Disney Company

Apr 3

Applications are closed

Internship
Full-time
Summer Internship
Data
Glendale

Requirements

Required Qualifications & Skills:
Experience using Python or equivalent languages and/or tools for training and deployment of AI models.
Experience with Machine Learning and tools such as PyTorch, TensorFlow, or Spark as well as ML model development and implementation.
Ability to process structured, semi-structured and unstructured data
Ability to use tools like Nvidia Isaac Sim to generate synthetic data
Ability to use image sequences and video to generate annotation data for self-supervised and semi-self-supervised Ai model training datasets
Demonstrated history of software development projects that showcase one’s ability to design, debug, document, test, and problem solve software solutions
Ability to assist in the rapid development of high-quality deliverables on tight timelines while maintaining keen attention to detail
Time management skills with the ability to work on multiple tasks and shifting priorities amidst a dynamic and constantly changing innovation environment
Positivity, flexibility, and resilience to persevere through multiple iterations, failures as well as successes, in the pursuit of accomplishing the toughest technical or creative challenges without apparent, immediate solutions
An understanding of ethical AI principles and how to apply them to dataset and model creation, model testing and deployment.
Ability to debug AI model performance through statistical analysis, visualization, and other approaches
Linux systems familiarity and proficiency
Docker image building and container usage proficiency
Demonstrated core understanding of computer vision concepts, such as lens intrinsics and extrinsics.
Preferred Qualifications:
Experience training 6-dof object pose estimators.
Experience training human keypoint detectors or human pose estimators.
Experience employing techniques to optimize and reduce neural networks for memory footprint and run-time performance.
Understanding of the principles of dataset creation, including dataset design, collection, annotation, quality assurance and verification.
Experience Developing Localization and Mapping Applications
Education:
Working towards a bachelor's or master's degree in Computer Science, Computer Engineering or related subject areas with a demonstrable focus on artificial intelligence methodologies
Eligibility Requirements & Program Information
Candidates for this opportunity MUST meet all of the below requirements:
Be enrolled in an accredited college/university taking at least one class in the semester/quarter (spring/fall) prior to participation in the internship program OR must have graduated from a college/university within 6 months at time of application posting OR currently participating in a Disney College Program or Disney Internship.
Be at least 18 years of age.
Have not completed one year of continual employment on a Disney internship or program.
Possess unrestricted work authorization.
Provide own housing for the duration internship program in the Glendale, CA area
Have reliable transportation to/from work
Additional Information:
The approximate dates of this internship are May/June 2024 through August/September 2024

Responsibilities

Support the development of new Walt Disney Imagineering R&D experience and technology concepts through vision focused AI software development to help build and support small and large-scale interactive prototypes, mockups, playtesting, and park installs using a variety of industry-standard and Disney-proprietary software and hardware tools.
Develops Vision focused AI software solutions by analyzing the goals of the project, studying systems flow, data usage, and work processes.
Construct and analyze the graphs and architectures of vision focused AI models
Manage and curate large datasets for training of AI models.
Use tools like Isaac Sim to generate synthetic data for training AI models.
Documents solutions by developing documentation, flowcharts, layouts, diagrams, charts, code comments and clear code.
Collaborate across diverse cross-functional teams, always communicating clearly and with a positive and inclusive attitude.
Installs solutions by determining and designing system specifications, standards, and programming.
Use code collaboration tools like github and gitlab to capture and evolve software solutions

The Walt Disney Company

Entertainment & Media

Industry

10,001+

Employees

Mission & Purpose

From classic animated features and exhilarating theme park attractions to cutting edge sports coverage, and the hottest shows on television, The Walt Disney Company has been making magic since 1923, creating unforgettable stories that connect with audiences around the world. And we’re just getting started! The key to our success…. The Cast, Crew, Imagineers and Employees who honor Disney’s rich legacy by stretching the bounds of imagination to create the never-before-seen, bringing unparalleled entertainment experiences to people of all ages. Begin a career that delivers unparalleled creative content and experiences to audiences around the world and just imagine the stories you could be part of… What is #LifeAtDisney like? It’s a series of magical moments with cast members and employees developing and telling our stories in the most innovative ways. Whether it’s a day spent as a Disney VoluntEAR, or celebrating the release of a new interactive experience, retail product or movie, our days are filled with the knowledge that we are creating entertainment experiences the whole family can enjoy. Follow @DisneyCareers on Facebook, Twitter and Instagram for a peek behind-the-curtain, and discover how you could connect to a world of stories with Disney!