
About Apple
The personal technology company redefining user experience
Key Highlights
- Market cap of $3 trillion as of 2022
- Over 1 billion active devices worldwide
- Comprehensive medical plans including mental healthcare
- Paid parental leave and gradual return-to-work program
Apple Inc. (NASDAQ: AAPL), headquartered in Cupertino, CA, is the world's most valuable company with a market capitalization of $3 trillion as of 2022. Known for its iconic products such as the iPhone, iPad, and Mac, Apple serves over 1 billion active devices globally. The company has a strong commi...
π Benefits
Apple offers comprehensive medical plans covering physical and mental healthcare, paid parental leave, and a gradual return-to-work program. Employees...
π Culture
Apple's culture emphasizes an obsessive focus on user experience and consumer privacy, setting it apart from competitors. The company promotes inclusi...
Skills & Technologies
Overview
Apple is seeking a Senior Machine Learning Algorithm Validation Engineer to lead the design and implementation of evaluation pipelines for ML systems. You'll work with Computer Vision and Machine Learning algorithms, requiring expertise in data science techniques.
Job Description
Who you are
You have a strong background in machine learning and computer vision, with experience in designing and implementing evaluation pipelines for complex algorithms. Your technical expertise allows you to bridge the gap between algorithm research and systems engineering, ensuring that the customer experience is at the forefront of your work.
With a minimum of 5 years in the field, you have a proven track record of solving complex problems related to model performance and real-world constraints. You thrive in collaborative environments, working closely with algorithm development teams to enhance algorithm performance through rigorous testing and validation.
Your experience includes using data science techniques to design experiments that expose vulnerabilities in models, and you are adept at investigating patterns of failure to improve overall system performance. You understand the importance of user impact and are committed to delivering robust and inclusive algorithms that enhance the user experience.
Desirable
Familiarity with various machine learning frameworks and tools is a plus, as is experience in conducting user studies and annotation pipelines. You are passionate about staying updated with the latest advancements in machine learning and computer vision, and you enjoy sharing your knowledge with your team.
What you'll do
In this role, you will lead the design and implementation of evaluation pipelines for Appleβs machine learning systems, focusing on algorithm validation. You will collaborate with cross-functional teams to develop live test procedures and user studies that assess algorithm performance in real-world scenarios.
Your responsibilities will include conducting aggressor searches and designing experiments that reveal weaknesses in the models. You will analyze data to provide insights that influence algorithm design and performance, ensuring that the algorithms meet Appleβs high standards for quality and user satisfaction.
You will also be involved in refining model pipelines, working alongside quality engineers to enhance the overall user experience. Your role will require you to represent the true customer experience through comprehensive testing and validation processes, ensuring that the algorithms perform optimally under various conditions.
What we offer
Apple offers a collaborative work environment where innovation and creativity are encouraged. You will have the opportunity to work on cutting-edge technology that impacts millions of users worldwide. The company values diversity and inclusion, fostering a culture where all employees can thrive.
In addition to a competitive salary, Apple provides comprehensive benefits, including health insurance, retirement plans, and opportunities for professional development. You will be part of a team that is dedicated to pushing the boundaries of technology and delivering exceptional products that enhance the lives of customers.
Join us at Apple and be a part of a team that is shaping the future of technology through machine learning and computer vision.
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