Machine Learning Algorithm Validation Engineer
Job Summary
Job Description
Join a dynamic team focused on delivering an Apple-quality experience for creative products. As an Algorithm Validation Engineer, you will work on state-of-the-art Computer Vision and Machine Learning algorithms for Apple's next-generation products. You will collaborate with QA engineers and algorithm development teams to design and execute live test procedures, aggressor searches, user studies, and annotation pipelines to enhance ML algorithm performance. Your focus will be on end-to-end system performance, evaluating the customer experience and understanding model components for comprehensive testing. You will also collaborate with hardware and software engineering teams on system design and external factors influencing model performance, contributing to more flexible, reliable, and user-friendly Apple products.
Must have:
- Experience with Computer Vision and Machine Learning algorithms
- Design and execute live test procedures
- Evaluate end-to-end system performance
- Collaborate with development teams
Good to have:
- Experience with user studies
- Annotation pipeline experience
- Understanding of system design
- Knowledge of external factors influencing model performance
6 skills required
Job Details
Would you like to work on a dynamic team that is all about delivering an Apple-quality experience on some of the world’s most creative products? We are the Product Systems Quality team, and we're looking for a highly motivated, energetic, and experienced Algorithm Validation Engineer with a passion for delivering robust, inclusive, and state-of-the-art Computer Vision and Machine Learning algorithms in Apple’s next generation of products. You'll enjoy working on a team of QA engineers with diverse backgrounds as we refine the models that power Apple’s trademark simple and elegant user experience. Come be a part of our team and use creativity and innovation to test features that our customers love!
You will work closely with algorithm development teams to design and execute live test procedures, aggressor searches, user studies, and annotation pipelines to improve and influence ML algorithm performance and design. By focusing on end-to-end system performance, you will evaluate and represent the true customer experience while using a deep understanding of the various components within the models to test comprehensively and efficiently. You’ll also work with hardware and software engineering teams to consider the system design and external factors that influence model performance. You will be proud of your work through every step of the development cycle and will help make Apple products more flexible, reliable, and easy to use.
You will work closely with algorithm development teams to design and execute live test procedures, aggressor searches, user studies, and annotation pipelines to improve and influence ML algorithm performance and design. By focusing on end-to-end system performance, you will evaluate and represent the true customer experience while using a deep understanding of the various components within the models to test comprehensively and efficiently. You’ll also work with hardware and software engineering teams to consider the system design and external factors that influence model performance. You will be proud of your work through every step of the development cycle and will help make Apple products more flexible, reliable, and easy to use.
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