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Apple Senior Machine Learning Engineer - Ad Platforms United States, California, Cupertino 535688091
18.11.2024
Description
You will have the opportunity to work on Machine Learning models for an Advertising Platform with extreme scale requirements. You should have experience designing, developing and implementing algorithms combining expertise in machine learning, statistics, optimization, personalization or information retrieval and in analyzing impact on marketplace dynamics, preferably within an ad network. You have an excellent understanding of scalable architectures including operational concerns. Your ability to be a great teammate under tight deadline constraints is key to success.
Minimum Qualifications
- MS/PhD in computer science or equivalent field with 4+ years relevant experience
- You will apply advanced statistical / ML methods and work with large, complex data sets.
- You have experience with Systems Software implementation of new algorithms and data engineering / analysis aspects of an ad network in Python and/or Scala and/or Java, or you have research experience in at least three of the following research areas - Algorithms, Artificial Intelligence, Data Mining, Distributed Systems, Machine Learning, Statistics, Personalization, Recommender Systems, Information Retrieval, Natural Language Processing
- You will propose, design and analyze new algorithms to benefit the ad network.
- Proficiency with databases, SQL, Spark and scripting languages.
- Practical understanding of the mathematics behind modern machine learning, linear algebra and statistics.
- Proven ability to apply statistical techniques to tackle real problems.
- Ability to take requirements from design through to implementation both independently and with larger teams.
- Closely working with operational teams on deployment, monitoring, management concerns
Preferred Qualifications
- Familiarity with AI models such as LLMs and ML techniques like such as explore/exploit, that can prove useful in cold-starting engagement (tap, conversion-rate) models
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 $175,800 and $312,200, 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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