AIML - Senior Machine Learning Engineer/Scientist, Siri and Information Intelligence
Seattle, Washington
Summary
The AIML Information Intelligence team is creating groundbreaking technology for artificial intelligence, machine learning and natural language processing! The features we create are redefining how hundreds of millions of people use their computers and mobile devices to search and find what they are looking for. Our universal search engine powers search features across a variety of Apple products, including Siri, Spotlight, Safari, Messages and Lookup. We also develop state-of-the-art generative AI technologies based on Large Language Model to power innovative features in both Apple's devices and services on the cloud.
As part of this group, you will be doing large scale machine learning and deep learning to improve Query Understanding and Ranking of search and developing fundamental building blocks needed for Artificial Intelligence. This involves developing sophisticated machine learning models, using word embeddings and deep learning to understand the quality of matches, online learning to react quickly to change, natural language processing to understand queries, taking advantage of petabytes of data and signals from millions of users and combining information from multiple sources to provide the user with results that best satisfies their intent and information seeking needs.
You will also work with researchers and data scientists to develop, fine-tune, and evaluate domain specific Large Language Models for various tasks and applications in Apple's AI powered products, also conduct applied research to transfer the cutting edge research in generative AI to production ready technologies.
Key Qualifications
Experience in machine learning, deep learning, information retrieval, knowledge graphs, natural language processing or data mining
Experience of prompt engineering, fine-tuning, evaluating, and developing data collection/annotation/management tooling for LLMs.
Proficiency in one of following languages: Python, Go, Java, C++
Excellent knowledge and good practical skills in major machine learning algorithms
Excellent data analytical skills
Good interpersonal skills and team player
Description
As a member of our fast-paced group, you'll have the unique and rewarding opportunity to shape upcoming products from Apple. We are looking for people with excellent applied machine learning, NLP experience and solid engineering skills in creating outstanding search and NLP services. This role will have the following responsibilities:
Working on query understanding components such as intent classification, entity recognition, entity linking, etc. and analyzing query understanding issues and opportunities
Developing, fine-tuning, and evaluating domain specific Large Language Models for various tasks and applications in Apple's AI powered products
Conducting applied research to transfer the cutting edge research in generative AI to production ready technologies
Understanding product requirements, translate them into modeling tasks and engineering tasks
Building machine learned models for entity linking, intent classification, entity recognition, search relevance, ranking and query understanding problems
Integrating search functions into Apple products, such as Siri, Spotlight, Safari, Messages, Lookup, etc.
Building end-to-end production system including query understanding and ranking to power search
Utilizing Spark, Hadoop MapReduce, Hive, Impala to perform distributed data processing
The AIML Information Intelligence team is creating groundbreaking technology for artificial intelligence, machine learning and natural language processing! The features we create are redefining how hundreds of millions of people use their computers and mobile devices to search and find what they are looking for. Our universal search engine powers search features across a variety of Apple products, including Siri, Spotlight, Safari, Messages and Lookup. We also develop state-of-the-art generative AI technologies based on Large Language Model to power innovative features in both Apple's devices and services on the cloud.
As part of this group, you will be doing large scale machine learning and deep learning to improve Query Understanding and Ranking of search and developing fundamental building blocks needed for Artificial Intelligence. This involves developing sophisticated machine learning models, using word embeddings and deep learning to understand the quality of matches, online learning to react quickly to change, natural language processing to understand queries, taking advantage of petabytes of data and signals from millions of users and combining information from multiple sources to provide the user with results that best satisfies their intent and information seeking needs.
You will also work with researchers and data scientists to develop, fine-tune, and evaluate domain specific Large Language Models for various tasks and applications in Apple's AI powered products, also conduct applied research to transfer the cutting edge research in generative AI to production ready technologies.
Key Qualifications
Experience in machine learning, deep learning, information retrieval, knowledge graphs, natural language processing or data mining
Experience of prompt engineering, fine-tuning, evaluating, and developing data collection/annotation/management tooling for LLMs.
Proficiency in one of following languages: Python, Go, Java, C++
Excellent knowledge and good practical skills in major machine learning algorithms
Excellent data analytical skills
Good interpersonal skills and team player
Description
As a member of our fast-paced group, you'll have the unique and rewarding opportunity to shape upcoming products from Apple. We are looking for people with excellent applied machine learning, NLP experience and solid engineering skills in creating outstanding search and NLP services. This role will have the following responsibilities:
Working on query understanding components such as intent classification, entity recognition, entity linking, etc. and analyzing query understanding issues and opportunities
Developing, fine-tuning, and evaluating domain specific Large Language Models for various tasks and applications in Apple's AI powered products
Conducting applied research to transfer the cutting edge research in generative AI to production ready technologies
Understanding product requirements, translate them into modeling tasks and engineering tasks
Building machine learned models for entity linking, intent classification, entity recognition, search relevance, ranking and query understanding problems
Integrating search functions into Apple products, such as Siri, Spotlight, Safari, Messages, Lookup, etc.
Building end-to-end production system including query understanding and ranking to power search
Utilizing Spark, Hadoop MapReduce, Hive, Impala to perform distributed data processing
Created: 2024-09-27
Reference: 200544997
Country: United States
State: Washington
City: Seattle
ZIP: 98109
About Apple
Founded in: 1976
Number of Employees: 154000
Website: https://www.apple.com/
Career site: https://www.apple.com/careers/us/
Wikipedia: https://en.wikipedia.org/wiki/Apple_Inc.
Instagram: https://www.instagram.com/apple/
LinkedIn: https://www.linkedin.com/company/apple
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