Data Scientist • Senior

Who you are

You have a strong background in data science with a focus on machine learning and deep learning — your expertise in evaluating models, particularly in computer vision, sets you apart. With at least 10 years of relevant experience, you possess advanced analytical thinking and a deep understanding of statistical methodologies. Your proficiency in Python allows you to develop robust evaluation frameworks that leverage both traditional and modern techniques.

You thrive in collaborative environments, working closely with ML engineers, data scientists, and infrastructure teams to enhance user experiences. Your ability to conduct failure analysis and uncover edge cases demonstrates your commitment to improving model robustness. You are passionate about developing foundation models and have experience with multimodal systems, which is crucial for this role.

Desirable

Experience with LLMs and vision-language models is a plus, as is familiarity with automated evaluation processes. You are comfortable leading the curation of evaluation datasets and benchmarks, ensuring high data quality standards are met. Your interpersonal skills enable you to communicate effectively across teams, fostering a culture of collaboration and innovation.

What you'll do

In this role, you will develop methodologies to assess the performance of foundation models across diverse tasks. You will leverage LLMs as judges for subjective evaluations, contributing to the advancement of multimodal generation tasks. Your responsibilities will include building and curating evaluation datasets, collaborating with cross-functional teams to define evaluation goals aligned with product quality, and conducting thorough failure analyses to enhance model performance.

You will play a critical role in automating and scaling evaluation processes, contributing to the tools and infrastructure that support these efforts. Your work will directly impact the quality of user experiences at Apple, as you help shape the future of machine learning applications in video engineering and data analytics.

What we offer

Apple offers a dynamic work environment where innovation thrives. You will be part of a team that values diversity and inclusion, providing opportunities for professional growth and development. Competitive compensation and benefits are part of the package, reflecting the importance of your contributions to the company’s mission. Join us in crafting the future of technology and enhancing user experiences through cutting-edge machine learning solutions.