Senior Software Engineer - Data Engineering, Siri Speech
Want to join the team pushing the boundaries of AI and building an intelligent assistant that helps millions of people get things done? Join the Siri team at Apple. To build the best speech recognition models, we need to use the latest technology in distributed training and the best available data. We combine those needs into one team and are focused on blurring the lines between traditional "data processing" and "model training". Efficiently training on petabytes of audio data pushes us to consider the entire training stack while developing new models to extract useful signals from unprecedented volumes of data.
By joining our team, you'll have the opportunity to work with large and diverse datasets, iterate with research and production teams, and deliver voice based experiences to millions of users worldwide.
Description
The Siri Speech team is looking for exceptional individuals to extend the core technology that let Siri understand, learn, and remember. You will be part of a cross-functional team consisting of software engineers as well as data and machine learning engineers/scientists and having a large impact on the Siri product. This is a rare opportunity to apply distributed data engineering techniques at the intersection of various areas such as speech recognition, natural language processing, and dialogue management.
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In this role you will
- Work with open source tools like PySpark, Jax, Ray and others
- Run data based ablation studies
- Use open source models to extract signals from large volumes of speech data to drive modeling improvements
Preferred Qualifications
M.S. or Ph.D. degree in Computer Science, or equivalent experience
Machine Learning experience a plus
Speech understanding or generation experience a plus
Strong data engineering background in speech and/or language/text/dialogue processing field
Strong software engineering abilities, ideally Python
Real passion for building research demo data solution prototypes and turning them into production quality design/implementation
Strong interpersonal skills to work well with engineering teams
Excellent problem solving and critical thinking
Ability to work in a fast-paced environment with rapidly changing priorities
Passionate about building extraordinary products and experiences for our users
Minimum Qualifications
Experience processing large, complex, unstructured data
Deep knowledge of distributed data processing frameworks (Beam, Spark, Dask, Ray)
Evaluation of multiple open source models
Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant .
Perks and Benefits
Health and Wellness
Parental Benefits
Work Flexibility
Office Life and Perks
Vacation and Time Off
Financial and Retirement
Professional Development
Diversity and Inclusion
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