Degree in Artificial intelligence- AI
Aartificial intelligence, Analytical and Problem solving, Data Modeling, Data science techniques, Effective communication skills, Large Language Models - LLMs, Machine learning techniques, Natural Language Processing (NLP), Python Programming, PyTorch
We are the Intelligence System Experience (ISE) team within Apple’s software organization. The team works at the intersection between multimodal machine learning and system experiences. System Experience (Springboard, Settings), Keyboards, Pencil & Paper, Shortcuts are some of the experiences that the team oversees. These experiences that our users enjoy are backed by production scale ML workflows. Visual Understanding of People, Text, Handwriting & Scenes, multilingual NLP for writing workflows & knowledge extraction, behavioral modeling for proactive suggestions, and privacy preserving learning are areas our multi disciplinary ML teams focus on. We have multiple ongoing efforts involving generative models, and we are looking for talented candidates to ensure that features built on top of such models are safe for deployment, and perform equally well for diverse customers within Apple's global user base. This is an exciting time to join us: grow fast, and have a positive impact on multiple key features on your first day at Apple!
Key Qualifications
Description
Apple’s commitment to deliver incredible experiences to a global and diverse set of users, in full respect of their privacy, has led to the development of a dedicated Robustness Analysis function. With the generative experience, creating a safe and robust platform is vital to our mission. Team’s responsibilities include monitoring ML model performance on relevant axes, and surfacing, measuring and mitigating ML failure modes, in order to improve overall user experience and reduce risks, with specific attention given to safety, inclusion and fairness. In this position, you will join a team of people passionate about leading RA operations for key future facing Apple features with focus on ensuring safety and robustness for generative models. THIS INCLUDES: -research and develop approaches to mitigate harmful and risk behaviors in generative models -define product-centered axes of analysis relevant to target feature, in collaboration with model DRI and feature DRI -develop processes (models, tools and data) to identify other potential biases or failure modes -when applicable, benchmark model using targeted public datasets -characterize potential biases in training set and model along chosen axes -request data collection efforts and/or implement automated pipelines based on advanced ML technology and humans/models in the loop to create test sets covering the various axes of investigation -report progress and issues found in technical and sponsor meetings -suggest mitigation options (data and/or model) and lead mitigation experiments, when issues are found
Education & Experience
M.S. or PhD in Computer Science, Data Science, Mathematics, Physics, or a related field (or equivalent practical experience)
Pay & Benefits
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 for formal education related to advancing your career at Apple, 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.
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
Headquartered in Cupertino, California, Apple Inc. is a multinational technology company that focuses on producing consumer electronics, software, and online services. It holds the distinction of being the world's largest technology company by revenue and the world's biggest company by market capitalization as of June 2022. Apple is the second-largest mobile phone manufacturer and the fourth-largest personal computer vendor by unit sales.
Shanghai, Shanghai, China
2-4 year
Cupertino, CA, USA
2-4 year
Seattle, WA, USA
2-4 year
Seattle, WA, USA
0-2 year
Cupertino, CA, USA
2-4 year
Cupertino, CA, USA
2-4 year
Cupertino, CA, USA
0-2 year
Cupertino, CA, USA
4-6 year
Seattle, WA, USA
4-6 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
4-6 year
New York, NY, USA
0-2 year
Cupertino, CA, USA
4-6 year
Herzliya, Israel
2-4 year
Herzliya, Israel
0-2 year
Cambridge, UK
2-4 year
Cupertino, CA, USA
0-2 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
2-4 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
6-8 year
Cupertino, CA, USA
4-6 year
Seattle, WA, USA
4-6 year
Culver City, CA, USA
12-14 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
2-4 year
Cupertino, CA, USA
6-8 year
Cupertino, CA, USA
4-6 year
Seattle, WA, USA
6-8 year
Seattle, WA, USA
2-4 year
Beijing, China
2-4 year
Cupertino, CA, USA
8-10 year
Cupertino, CA, USA
6-8 year
Cupertino, CA, USA
4-6 year
Shanghai, China
2-4 year
Shanghai, China
2-4 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
6-8 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
10-12 year
Cupertino, CA, USA
12-14 year
Cupertino, CA, USA
4-6 year
Seattle, WA, USA
4-6 year
Cupertino, CA, USA
10-12 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
2-4 year
Cupertino, CA, USA
2-4 year
Cupertino, CA, USA
6-8 year
Cupertino, CA, USA
6-8 year
Seattle, WA, USA
6-8 year
Cupertino, CA, USA
4-6 year
Seattle, WA, USA
4-6 year
Sydney NSW, Australia
0-2 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
8-10 year
Shanghai, China
0-2 year
Zürich, Switzerland
0-2 year
Seattle, WA, USA
0-2 year
Seattle, WA, USA
4-6 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
2-4 year
Madrid, Spain
4-6 year
Seattle, WA, USA
4-6 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
6-8 year
Seattle, WA, USA
2-4 year
Stuttgart, Baden-Württemberg, Germany
4-6 year
Cupertino, CA, USA
6-8 year
Cupertino, CA, USA
6-8 year
Austin, TX, USA
2-4 year
Cupertino, CA, USA
6-8 year
Beijing, China
4-6 year
Seattle, WA, USA
10-12 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
6-8 year
Seattle, WA, USA
4-6 year
Cupertino, CA, USA
4-6 year
Seattle, WA, USA
8-10 year
Cupertino, CA, USA
8-10 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
8-10 year
Seattle, WA, USA
6-8 year
Cambridge, UK
0-2 year
Beijing, China
0-2 year
Seattle, WA, USA
4-6 year
Seattle, WA, USA
8-10 year
Seattle, WA, USA
4-6 year
Beijing, China
0-2 year
Cupertino, CA, USA
6-8 year
Cupertino, CA, USA
4-6 year
Nanshan, Shenzhen, Guangdong Province, China
0-2 year
San Francisco, CA, USA
4-6 year
Zürich, Switzerland
0-2 year
Pittsburgh, PA, USA
4-6 year
Cambridge, MA, USA
2-4 year
Cupertino, CA, USA
8-10 year
Cupertino, CA, USA
4-6 year
Cupertino, CA, USA
4-6 year
Seattle, WA, USA
4-6 year
Cupertino, CA, USA
6-8 year
Nanshan, Shenzhen, Guangdong Province, China
0-2 year
Cupertino, CA, USA
4-6 year
Seattle, WA, USA
4-6 year
Zürich, Switzerland
4-6 year
Beijing, China
4-6 year
Cupertino, CA, USA
2-4 year
Cupertino, CA, USA
2-4 year
Munich, Bavaria, Germany
4-6 year
Austin, TX, USA; Campbell, CA, USA; Cerritos, CA, USA; Costa Mesa, CA, USA; Cupertino, CA, USA; East Palo Alto, CA, USA; Irvine, CA, USA; Los Angeles, CA, USA; Los Gatos, CA, USA; Manhattan Beach, CA, USA; Milpitas, CA, USA; Mountain View, CA, USA; Palo Alto, CA, USA; Pasadena, CA, USA; San Jose, CA, USA; San Marcos, TX, USA; Santa Clara, CA, USA; Santa Monica, CA, USA; Stanford, NY, USA; Sunnyvale, CA, USA
0-2 year
Austin, TX, USA; Campbell, CA, USA; Cerritos, CA, USA; Costa Mesa, CA, USA; Cupertino, CA, USA; East Palo Alto, CA, USA; Irvine, CA, USA; Los Angeles, CA, USA; Los Gatos, CA, USA
4-6 year
Culver City, CA, USA; San Diego, CA, USA; Seattle, WA, USA
2-4 year
New York, NY, USA; San Diego, CA, USA; Seattle, WA, USA
4-6 year
Cupertino, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA
2-4 year
Boulder, CO, USA; Cupertino, CA, USA; Seattle, WA, USA
2-4 year
Austin, TX, USA; Cupertino, CA, USA
8-10 year
Cupertino, CA, USA; Portland, OR, USA; Seattle, WA, USA
10-12 year
Cupertino, CA, USA; San Francisco, CA, USA; Seattle, WA, USA
4-6 year
Boulder, CO, USA; Cupertino, CA, USA; Seattle, WA, USA
2-4 year
Culver City, CA, USA; New York, NY, USA; Raleigh, NC, USA
0-2 year
Pittsburgh, PA, USA; San Francisco, CA, USA; Seattle, WA, USA
4-6 year
Cupertino, CA, USA; Seattle, WA, USA
4-6 year
Cupertino, CA, USA; Seattle, WA, USA
8-10 year
Cupertino, CA, USA; Seattle, WA, USA
6-8 year
Cupertino, CA, USA; Seattle, WA, USA
4-6 year
Cupertino, CA, USA; New York, NY, USA
6-8 year
Cupertino, CA, USA; Seattle, WA, USA
4-6 year
New York, NY, USA; Seattle, WA, USA
4-6 year
New York, NY, USA; Seattle, WA, USA
6-8 year
Cupertino, CA, USA; Seattle, WA, USA
2-4 year
Shenzhen, China; Shanghai, China
0-2 year
Cupertino, CA, USA; Seattle, WA, USA
4-6 year
Cupertino, CA, USA; Seattle, WA, USA
4-6 year
Cupertino, CA, USA; Seattle, WA, USA
10-12 year
Cupertino, CA, USA; Seattle, WA, USA
6-8 year
Cupertino, CA, USA; Seattle, WA, USA
6-8 year
Cupertino, CA, USA; Seattle, WA, USA
8-10 year
Cupertino, CA, USA; Seattle, WA, USA
6-8 year
Austin, TX, USA; Seattle, WA, USA
2-4 year
Cupertino, CA, USA
10-12 year
Cupertino, CA, USA; Seattle, WA, USA
6-8 year
Cupertino, CA, USA; Seattle, WA, USA
10-12 year
Cupertino, CA, USA; Seattle, WA, USA
6-8 year
Beijing, China; Shanghai, China
4-6 year
Cupertino, CA, USA; Seattle, WA, USA
4-6 year
Cupertino, CA, USA; Seattle, WA, USA
4-6 year
Cupertino, CA, USA; New York, NY, USA
4-6 year
Cupertino, CA, USA; Seattle, WA, USA
2-4 year
Cupertino, CA, USA; Seattle, WA, USA
10-12 year
Cupertino, CA, USA; Seattle, WA, USA
4-6 year
Cupertino, CA, USA; Seattle, WA, USA
6-8 year
Cupertino, CA, USA; Seattle, WA, USA
10-12 year
Cupertino, CA, USA; Seattle, WA, USA
4-6 year
Cupertino, CA, USA; Seattle, WA, USA
6-8 year
Cupertino, CA, USA; Seattle, WA, USA
6-8 year
Cupertino, CA, USA; Seattle, WA, USA
6-8 year
Cupertino, CA, USA; Seattle, WA, USA
4-6 year