AIML - ML Engineer, NL Response Generation - Answers, Knowledge, & Information (AKI)

Who you are

You have 5+ years of experience in machine learning and a strong background in developing intelligent applications — your expertise in Natural Language Processing (NLP) allows you to create innovative solutions that enhance user experiences. You are proficient in Python and have hands-on experience with deep learning frameworks, enabling you to implement complex algorithms effectively. You understand the importance of user privacy and are committed to building systems that respect it while delivering high-quality results. Your analytical skills help you identify loss patterns and derive insights that drive improvements in machine learning models. You thrive in collaborative environments, working closely with cross-functional teams to push the boundaries of technology and deliver impactful solutions.

Desirable

Experience with large language models (LLMs) and their application in response generation is a plus. Familiarity with scalable evaluation techniques and performance optimization in production environments will set you apart. You are eager to stay updated with the latest advancements in AI and machine learning, continuously seeking opportunities to learn and grow in your field.

What you'll do

In this role, you will contribute to the research, design, implementation, and evaluation of algorithms that enhance personalized response generation models. You will leverage advanced NLP techniques to generate grounded responses that align with user intent, ensuring a seamless interaction experience across Apple products. Your responsibilities will include analyzing existing search and assistant stacks to identify areas for improvement, developing innovative algorithms, and collaborating with team members to implement these solutions in a low-latency production environment. You will also participate in the evaluation of model performance, using data-driven insights to refine and optimize the systems you help create. Your work will directly impact how millions of users access information on their devices, shaping the future of intelligent search at Apple.

What we offer

Apple provides a dynamic work environment where innovation thrives. You will be part of a team that values creativity and collaboration, working on projects that have a significant impact on user experiences. We offer competitive compensation and benefits, along with opportunities for professional development and growth. Join us in our mission to revolutionize the way people connect with information, all while maintaining a strong commitment to user privacy and data security.