ML - Data Scientist (apple)

apple Cupertino, United States 2024-10-27

Job posting number: #153774 (Ref:apl-200572504)

Apply Now Save this Job

Job Description

Summary

Apple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or Apple Store experience we deliver is the result of us making each other’s ideas stronger. That happens because every one of us shares a belief that we can make something wonderful and share it with the world, changing lives for the better. It’s the diversity of our people and their thinking that inspires the innovation that runs through everything we do. When we bring everybody in, we can do the best work of our lives. Here, you’ll do more than join something — you’ll add something.

Do you have a passion for computer vision and deep learning problems? Are you interested in the latest development of the multi-modal models? The Data Analytic and Quality (DAQ) group is seeking a Machine Learning/Data Scientist to specialize in the evaluation of multimodal foundation models.

View Orignal JOB on: italents.net

Description

This role involves collaboration with teams at Apple focused on developing foundation models, including ML engineers, data scientists, and ML infrastructure engineers. Your primary responsibilities will include developing methods for the evaluation and enhancement of foundation models, conduct thorough failure analysis on large multimodal models, develop tools for analyzing and visualizing data, design and implement experiment (DOE) for engineering studies and large scale user studies as well as contribute in defining feature specifications and anticipated user experience based on data insights.

Minimum Qualifications

BS and a minimum of 3 years relevant industry experience
3+ years of experience with significant experience in large-scale data analytic
Solid foundation in data science, deep learning and statistics
Demonstrated experience in in-depth analysis of machine learning model failures
Familiarity with various foundation models, such as SAM, LLAMA, LLaVA, CGPT4V, CLIP
Proficiency in Python

Key Qualifications

Preferred Qualifications

5+ years of experience with significant experience in large-scale data analytics
Deep expertise in data and model evaluation
Proficiency in Data Centric AI
Experience with analytical tools such as Jupyter, Pandas, NumPy, Matplotlib
Experience in training models using frameworks like PyTorch, TensorFlow, Jax, etc
Good verbal and written communication skills

Education & Experience

Additional Requirements

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 $143,100 and $264,200, 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 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.