Manager of Applied Machine Learning for Information Security (apple)
apple Seattle, United States
2024-10-27
Job posting number: #153529 (Ref:apl-200572493)
Job Description
Summary
The Information Security Machine Learning (ISML) team empowers information security by harnessing patterns and insights from vast amounts of data to predict, detect, and respond; transforming reactive security into autonomous protection. It approaches this through a few main functions including solving short term problems within AIS with applied science, developing long term autonomous security solutions with cutting edge research, and building the needed infrastructure to support the solutions for ourselves and partner teams. We are seeking a highly motivated and passionate product-focused manager to lead a team of highly capable machine learning engineers building state of the art autonomous security capabilities at Apple.
Description
In this role, you will be responsible for managing an existing team of 5 ML Engineers, and guiding the existing and future efforts of Applied Machine Learning for the ISML team. The team is responsible for the development and implementation of machine learning models, model retraining and refactoring, and identifying or designing new approaches and techniques to achieve successful security outcomes with partner teams. Your team will build AIML solutions for security teams that need to incorporate machine learning into their processes, services, or tooling in order to solve problems at scale.
The team will also work in tandem with our machine learning researchers to build solutions around outcomes achieved from state of the art research in autonomous security. Your work will have a direct impact on enhancing security services, improving security outcomes, and fostering innovation within our organization.
Good candidates for this role will have a history of building, supporting, and developing high performing technical teams that operate at large scale within complex organizations. Candidates should be able to deal well with ambiguity to guide the team in adapting to changing conditions. They will have track record of collaborating with teams to build solutions that are high quality and performant, with a great user experience.
Day to day, you will directly support the team and their needs, while also spending significant time connecting with other teams in Information Security and Apple working on technologies, programs, or software that could benefit the solutions that you build. To fully accelerate the autonomous security program, it is important that your team identify and integrate with the tools, platforms, and resources across Apple that can be used to achieve our goals. Building a strong network across Apple is key to success in this role.
The team will also work in tandem with our machine learning researchers to build solutions around outcomes achieved from state of the art research in autonomous security. Your work will have a direct impact on enhancing security services, improving security outcomes, and fostering innovation within our organization.
Good candidates for this role will have a history of building, supporting, and developing high performing technical teams that operate at large scale within complex organizations. Candidates should be able to deal well with ambiguity to guide the team in adapting to changing conditions. They will have track record of collaborating with teams to build solutions that are high quality and performant, with a great user experience.
Day to day, you will directly support the team and their needs, while also spending significant time connecting with other teams in Information Security and Apple working on technologies, programs, or software that could benefit the solutions that you build. To fully accelerate the autonomous security program, it is important that your team identify and integrate with the tools, platforms, and resources across Apple that can be used to achieve our goals. Building a strong network across Apple is key to success in this role.
Minimum Qualifications
- 5+ years experience managing teams with diverse backgrounds, experience, and skillsets
- Experience leading teams that build and/or integrate with production products and services, using a software development lifecycle and agile development, ideally including use of machine learning pipelines.
- Proven ability to take ambiguous ideas and turn them into requirements, design, and implementation both independently and with partner teamsJOB IS FROM: italents.netVIEW
- You enjoy working closely with operational teams on deployment, monitoring, and management of production services and products.
- You actively manage performance of the team reporting to you, developing and growing talent, and hiring a diverse and high performing team.
Key Qualifications
Preferred Qualifications
- Experience building and running production products and services, with ML-powered features
- Experience integrating features into existing products or platforms, both internally and third party developed.
- Experience in one or more of the following domains: Information Security, Software Development, Algorithms,Architecture, Artificial Intelligence, Database Systems, Data Analysis, Machine Learning, Networking, Statistics, or other experience with Quantitative Analysis or Systems Software implementation
- Experience navigating, balancing, and delivering on conflicting priorities and deadlines across partner teams and programs
