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Apple AIML - Staff Machine Learning Engineer United States, California, Cupertino 657904775
Yesterday
Role responsibilities include:- Design and implement novel data generation and data quality assessment methods to support modeling and evaluation of personal Q&A.- Build scalable, automated systems for large scale, end-to-end evaluation of models and search powered systems.- Design and implement offline and online metrics to assess product and component level quality for personal Q&A.- Collaborate with partner teams to define data and evaluation requirements and priorities, and to explore opportunities for enhancements to the Personal Q&A stack.- Develop long-term technical vision for Personal Q&A quality; identify problem areas and drive solutions as part of a larger roadmap.
- 6+ years industry experience in building Machine Learning or ML evaluation systems at scale
- Strong software engineering skills in mainstream programming languages, such as: Python, C/C++
- Strong communication skills and ability to drive solutions in collaboration with partner teams
- Bachelors in Computer Science, Engineering, Statistics or related field
- Experience in design and building production ML systems and applications in search, NLP, recommendation systems, or information retrieval
- Experience in data collection, data generation and/or data quality assessment of language, image or multi-modal data
- Ability to quickly prototype ideas and solutions, and perform critical analysis
- Strong skills for quality metrics development; interpretation of evaluations; and presentation to executive audience
- Advanced degree (Master’s or Ph.D.) in Computer Science, Engineering, Statistics, or related field, or equivalent industry work experience
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
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