AIML - Applied ML Research Scientist, Accessibility
AIML - Applied ML Research Scientist, Accessibility
AIML - Applied ML Research Scientist, Accessibility
AIML - Applied ML Research Scientist, Accessibility
Apple Inc
Computer-Hardware
Zürich
- Art der Beschäftigung: Vollzeit
- 101.000 CHF – 124.000 CHF (von XING geschätzt)
- Vor Ort
- Zu den Ersten gehören
AIML - Applied ML Research Scientist, Accessibility
Über diesen Job
Summary
Posted:
Weekly Hours: 40
Role Number:200659101-4170
We are seeking an Applied Machine Learning Research Scientist to join our Accessibility efforts on the Human-Centered Machine Intelligence (HCMI) team within AIML at Apple. Research Scientists in HCMI tackle significant technical and human-centered research challenges, collaborate with partner teams across Apple to ship products, and shape the field of human-centered AIML via external publication and engagement. Join us to design, study, and build intelligent interactive technologies that enable people of all abilities to use Apple technology.
Description
The Human Centered Machine Intelligence (HCMI) group designs, studies, and builds interactive technologies that enable people to benefit from machine learning. We are a close-knit team of research scientists and engineers in a unique position to do research and work closely with product teams throughout Apple. Our work has resulted in numerous award-winning research publications and groundbreaking technologies impacting millions of people. The Accessibility team within HCMI specifically focuses on core ML technologies that address grand challenges in accessibility, including equitable speech access to people with disabilities, visual understanding for people who are blind or low vision, communication access for people who use sign language, and more.
Responsibilities
- Developing new ML modeling approaches around vision, time-series, or multimodal ML.
- Advancing the state of the art on Accessibility-related problems.
- Designing and analyzing experiments to evaluate machine learning modeling approaches.
- Working with partner teams to integrate machine learning approaches into human-centered applications.
- Evaluating ML-powered applications using human-centered methods.
- Creating human-centered machine learning contributions to be shared internally and/or externally (e.g., in ML and human-computer interaction venues).
Minimum Qualifications
- PhD in Machine Learning, Human Computer Interaction, Computer Science, or related field.
- Experienced researcher in areas of machine learning, including computer vision or multi-modal modeling.
- Publication and research record commensurate with seniority.
- Proven history of turning research contributions into tools, guidelines, or products either commercially or as open source, or strong potential to do so.
Preferred Qualifications
- Experience designing machine learning models for sign language.
- Experience conducting research in Accessibility (e.g., sign language, atypical speech, visual accessibility, or other topics).
- Experience doing data collection or data curation (e.g., developing data or annotation protocols).
- Experience with human-centered evaluation methods (e.g., developing user study protocols or running studies).
- Experience developing and shipping products that use machine learning.
- Strong writing and presentation skills.
At Apple, we’re not all the same. And that’s our greatest strength. We draw on the differences in who we are, what we’ve experienced, and how we think. Because to create products that serve everyone, we believe in including everyone. Therefore, we are committed to treating all applicants fairly and equally. We will work with applicants to make any reasonable accommodations.
Gehalts-Prognose
Unternehmens-Details
Apple Inc
Computer-Hardware