AIML - ML Research Engineering Manager, Generative Foundation Models & LLM Safety
Cupertino, California, United States
Machine Learning and AI
Play a part in building the next generation of generative AI applications at Apple. We’re looking for Scientists and Researchers to tackle ambitious projects that will impact the future of Apple and our products.
In this role, you’ll have the opportunity to direct a team working on innovative problems in machine learning, particularly focused on LLM's. In the Apple HCMI group, we work across the arc of machine learning/generative AI product development from feature design and iteration, data collection, model building, evaluation and red teaming, focused on ensuring that features uphold Apple's values and quality standards. This will require working flexibly with multiple partners and dealing with substantial ambiguity, even while driving toward consistency and shared processes. As a dynamic and constantly evolving area, you will need to lead through both formal and formal methods to responsibly deliver phenomenal products.
Description
- Research and advance red teaming methods for LLM's and diffusion models
- Research and develop mitigations and safeguards to ensure safe deployment of LLM's in Apple products
- Develop tools, metrics, and datasets for assessing and evaluating the safety of LLM's over the model deployment lifecycle, as well as methods and tools to help interpret and explain failures in language models
Minimum Qualifications
- Demonstrated expertise in ML research
- Publication record in relevant conferences (e.g., NeurIPS, ICML, ICLR, EMNLP, etc.)
- Hands-on experience working with deep learning toolkits such as Tensorflow or PyTorch
- Deep understanding of NLP and LLM's
- Ability to formulate a research problem, design, experiment, implement and communicate solutions
- Ability to work in a diverse collaborative environment
Key Qualifications
Preferred Qualifications
- PhD or equivalent experience, in Computer Science, or related technical field is helpful
Education & Experience
Additional Requirements
Pay & 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. Learn more about your EEO rights as an applicant.