Machine Learning Research Engineer, Natural Language Generation
1 week ago
Seattle, Washington, United States
Software and Services
On the Input Experience NLP team, we build the language models that underpin intelligent text input across Apple platforms, from keyboard auto correction to the Writing Tools and Smart Reply features announced at WWDC 2024. We believe that generative AI is an incredibly promising technology that can help people communicate effectively and express themselves clearly, and we have only just begun to incorporate this technology into our products. On our team, you will help build the future and have a voice in what shape it takes. We are looking for a Machine Learning Research Engineer to help our ML models grow even smarter and reason about personal context in a privacy-preserving way.
Key Responsibilities:
- Development and maintenance of modeling pipelines that scale to deployment in production.
- Definition of robust automated evaluation metrics to facilitate hillclimbing model quality.
- Failure analysis to understand shortcomings of our models.
- Research into techniques for improving model behavior.
- Curation and synthesis of representative training and evaluation data.
- Implementation of experiments and simulations to assess the value of model changes.
Minimum Qualifications:
- MS or PhD in Computer Science or related field with at least 2 years of industry experience.
- Strong Python programming skills, with experience developing production-quality Python modules.
- Solid background in machine learning, data science, natural language processing, or statistics.
Preferred Qualifications:
- Experience building and maintaining model pipelines end-to-end, from data curation to evaluation.
- Ability to design and perform experiments that bring ML and NLP research ideas to production.
- Familiarity with LLMs, such as SFT, RHLF, prompt engineering, data synthesis, automatic evaluation, and RAG.
- Excellent written and verbal communication skills.
- History of developing Python packages and supporting other users.
- Record of publications, innovations, and/or leadership.
- Background in linguistics, fluency in multiple languages, or a passion for scaling NLP features for global audiences.
Additional Requirements:
At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $135,400 and $250,600, and your base pay will depend on your skills, qualifications, experience, and location. Apple employees also have the opportunity to become an Apple shareholder through participation in Apple’s discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple’s Employee Stock Purchase Plan. You’ll also receive benefits including comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and reimbursement for certain educational expenses—including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits.
Apple is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure 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.
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Seattle, United States Apple Full timeMachine Learning Research Engineer, Natural Language Generation (NLG), Input Experience Seattle, Washington, United States Software and Services On the Input Experience NLP team, we build the language models that underpin intelligent text input across Apple platforms, from keyboard auto correction to the Writing Tools and Smart Reply features announced at...
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