Cellular Machine Learning Software Engineer, Apple
$143.1-264.2k
+ Discretionary restricted stock unit awards and ESPP
Office located in Sunnyvale, CA
Personal technology company
Be an early applicant
Personal technology company
1001+ employees
Be an early applicant
$143.1-264.2k
+ Discretionary restricted stock unit awards and ESPP
Office located in Sunnyvale, CA
1001+ employees
Company mission
Apple's mission is to bring the best user experience to its customers through its innovative hardware, software, and services.
Role
Who you are
- 2+ years industry experience in researching and developing AI / machine learning solutions for commercial products
- Expertise in implementing different Machine Learning algorithms, one or more of Deep Learning, Reinforcement Learning, Tree-based models, Graphical Models, RNN/LSTM, Transformers
- Experience building machine learning models trained on large datasets making use of industry-grade data & training pipelines
- Strong proficiency in Python and ML frameworks (e.g., PyTorch or TensorFlow) for data pre-processing, ML model training, and hyper parameter tuning
Desirable
- Masters or PhD degree in Computer Science, Electrical Engineering, or equivalent majors
- Research and publication history in the AI/ML field (e.g., ICLR, NeurIPS, CVPR, ICCV/ECCV, industry lab publications)
- Familiarity with CI/CD tooling
- Strong problem solving and debugging skills
- Knowledge of wireless/internet standards such as 3GPP 5G NR and 4G LTE and user plane protocols (SDAP/PDCP/RLC/MAC) is a huge plus
- Understanding of protocols such as TCP/UDP/IP/QUIC/RRC/NAS is a plus
- Experience optimizing Machine Learning and Deep Learning algorithms for embedded systems is a plus
- Embedded software development experience using C, C++ is a plus
- Results oriented with a desire to work in a fast-paced and collaborative work environment
- Ability to communicate effectively, both written and verbal, with cross-functional teams
What the job involves
- Apple’s Cellular Software team is seeking talented, highly motivated and disciplined engineers to work across layers on groundbreaking cellular technologies
- The position involves identifying and developing Artificial Intelligence (AI) / Machine Learning (ML) solutions to augment and enhance core cellular technologies that solves everyday problems for customers using iPhone, iPad, Watch and other wireless product lines
- We are passionate about keeping our users connected 24/7 wherever they go with industry-best user experience
- This team takes pride in not just coming up with proven software designs but also in disrupting traditional models of the cellular ecosystem
- We do whatever it takes to bring user experience to the next level
- As part of this team you will impact iPhone user experience worldwide
- In this role you will be a key member of the Cellular SW AIML team with following responsibilities: Architect & develop cellular AI/ML methods for enhancing different cellular SW components including Layer 1 control, data plane software and cellular protocol stack Will help realize innovative ML-based features that have an impact on Apple products and user experience
- Will use real-world datasets from consumer devices, explore innovative ML models that balance system KPI and complexity Will drive design, development and commercialization throughout the product life cycle Assess iOS/ watchOS features in shipping products and identify new areas where AI/ML can be used to enhance end user experience
Our take
With a market capitalisation that reached $3 trillion in 2022, Apple is the world's most valuable company. A vertically integrated approach and obsessive focus on the user experience have helped to make Apple one of the most successful companies in the world.
Since taking over at Apple, Tim Cook has been carefully curating the company's reputation as a champion of consumer privacy, trying to set the company apart from others that monetise their users' data.
The company even went as far as to introduce sweeping privacy changes which made it difficult to tailor ads to Apple’s 1bn+ iPhone users. This rocked the $400bn digital ads market, seriously harming the revenue of its bigger rivals in the lucrative industry and forcing them to rebuild their ad infrastructure.
Despite this, the company has been shaken by supply chain issues and moved a considerable amount of its manufacturing from China to India, and increased its Vietnam presence. This is because of multi-pronged production disruption in China, the second largest customer market for Apple, and triggered an estimated 10% revenue drop in the first quarter of 2023.
Steph
Company Specialist at Welcome to the Jungle
Insights
Few candidates hear
back within 2 weeks
204% employee growth in 12 months
Company
Company benefits
- Everyone has different needs and schedules, and that’s why we offer medical plans that cover both physical and mental healthcare
- In addition, employees have the option to access medical professionals from almost anywhere and get free confidential counselling — virtual or in person
- You could also be eligible for help with fitness-related expenses
- Our medical coverage plans include family-friendly features such as fertility treatments
- Because we know there’s more than one way to bring a new child into your family, we support all kinds of new parents with paid leave and our gradual return-to-work programme
- You also get paid time away if you need to care for an ill family member and free guidance to help you find support for childcare, elderly care, legal referrals and more
- At Apple, we make sure women earn the same as men performing similar work. As part of that effort, your salary history is history — we won’t ask
- Every employee here also has the opportunity to become an Apple shareholder, because all are eligible for stock grants and also a discount when purchasing Apple stock
- To help you prepare for retirement, our pension can help you meet your savings goals. And to help you prepare for the unexpected, you’ll have the security of multiple forms of income protection
- Plan on developing both professionally and personally. Apple University creates classes, seminars and beyond-the-classroom tools that help employees understand Apple’s culture, organisation, values, and role in the world. You can sharpen general business and software skills through online classes
- For more formal education related to advancing your career at Apple, we’ll reimburse you for certain educational expenses, including tuition
- Whether you’re exploring personal pursuits, welcoming a new child or caring for a family member, rest assured that you’ll have paid time away when you need it most
- When you give money to an eligible organisation, we’ll match your donations one-for-one, so your contribution is doubled. And if you choose to donate your time, we’ll contribute US$25 for every hour you volunteer. Whether you donate time or money, Apple will match your contributions up to US$10,000 a year
- Get the world’s best prices on the world’s best products — Apple products. You’ll also get deals on great third-party accessories
- And there are services to help you manage life’s day-to-day tasks: dinner reservations, pet-sitters, shopping, personal travel, financial guidance and more
Company values
- We believe that we’re on the face of the Earth to make great products
- We believe in the simple, not the complex
- We believe that we need to own and control the primary technologies behind the products we make
- We participate only in markets where we can make a significant contribution
- We believe in saying no to thousands of projects so that we can really focus on the few that are truly important and meaningful to us
- We believe in deep collaboration and cross-pollination of our groups, which allow us to innovate in a way that others cannot
- We don’t settle for anything less than excellence in every group in the company, and we have the self-honesty to admit when we’re wrong and the courage to change
Company HQ
Cupertino, CA
Articles
Leadership
Tim Cook
(CEO, not founder)Joined Apple in 1998 and held various senior roles before being promoted to CEO in 2011. Previously Spent 12 years with IBM, most recently as director of North American Fulfilment, where he led manufacturing and distribution functions for IBM’s Personal Computer Company in North and Latin America
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