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Apple Multimodal ML Engineer United States, California, Cupertino 685955474
01.06.2024
Description
In this role, you will be at the forefront of inventing AI/ML algorithms with real-world applications and ensuring the efficient evaluation of these models to be in production at scale. You will be interacting closely with a variety of ML researchers, software engineers, hardware and designers. You will address open-ended business objectives, from the ML problem and navigate through ambiguities to focus on technology development. You will be delivering solutions on time and with high quality standing up to the standards considering a customer facing product.Responsibilities:Research, develop and improve multimodal capabilities (e.g. vision-language). Examples include, but not limited to, aligning language guidance to the space of visual perception, aligning image recommendations to the space of conversation understanding and behavioral modelingAdapt pre-trained models for downstream tasks; building evals for new modal capabilities Work across the entire ML development cycle, from setting up data collection pipelines to model evaluationAnalyzing model behavior and finding weaknesses; drive design decisions with in-depth failure analysis
Key Qualifications
- Expertise in multimodal ML
- Deep understanding in one of the following domains: computer vision, NLP, LLM, generative models
- Proficiency in Python and ML frameworks e.g. PyTorch, Tensorflow
- Familiar with software development standard methods/collaborations
- Sufficient SW skills to keep large ML training jobs going efficiently on a distributed backend with large volume of data (e.g. image, video)
- Excellent interpersonal skills; comfortable in a collaborative and ground breaking research environments
Education & Experience
BS and a minimum of 3 years relevant industry experience
Pay & Benefits
- 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 $138,900 and $256,500, and your base pay will depend on your skills, qualifications, experience, and location.Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
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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