Sirius XM Radio Inc. Principal Architect, Machine Learning/AI Data Science in Irving, Texas
Principal Architect, Machine Learning/AI Data Science
Type of Position
Location: Lawrenceville, NJ, New York, NY or Irving, TX
Responsible for the development of practices and algorithms around content identification and classification, segmentation, as well as user targeting and heuristics around content, utilizing the latest in machine learning and statistical techniques.
The ideal candidate will operate inside a scrum-based development team that is responsible for development of platform that will make use of these learnings for applications such as search indexing, recommendation and targeting, and other similar functions.
Duties and Responsibilities:
Develop statistical models relating to content topic identification, segment identification, and user heuristics.
Leverage the latest machine learning and AI approaches, including leveraging 3rd party platform integrations where appropriate.
Develop algorithms in Python.
Perform advanced statistical validation including clustering, cross-correlation, auto correlation etc. on topic classification functions.
Select features, building and optimizing classifiers using machine learning techniques.
Extend company's dataset with third party sources of information where needed.
Enhance data collection procedures to include information that is relevant for building analytics systems.
Perform ad-hoc analysis and presenting results in a clear manner to stakeholders.
Bachelor's degree in mathematics, computer science, engineering or data science or equivalent, relevent experience; Master's preferred.
10+ years of data/statistical analysis.
5+ years of data science/machine experience.
Requirements and General Skills:
Interpersonal skills and ability to interact and work with staff at all levels.
Excellent written and verbal communication skills.
Ability to work independently and in a team environment.
Ability to pay attention to details and be organized.
Ability to project professionalism over the phone and in person.
Commitment to "internal client" and customer service principles.
Willingness to take initiative and to follow through on projects.
Excellent time management skills, with the ability to prioritize and multi-task, and work under shifting deadlines in a fast-paced environment.
Must have legal right to work in the U.S.
Can program to help analyze complex data or build your own tools to do so.
Databases: SQL & NoSQL.
Good applied statistics skills, such as distributions, statistical testing, regression, etc.
Thorough knowledge of MS-Office Suite (Word, Excel, PowerPoint, Access).
Additional, non-mandatory skills: LDA, Word2Vec, REST APIs / Web Services, Java, Scala.
As an EEO/Affirmative Action Employer all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status.
The requirements and duties described above may be modified or waived by the Company in its sole discretion without notice.
Company EEO Statement
Our goal at SiriusXM is to provide and maintain a work environment that fosters mutual respect, professionalism and cooperation. SiriusXM is an equal opportunity employer that does not discriminate on the basis of actual or perceived race, creed, color, religion, national origin, ancestry, alienage or citizenship status, age, disability or handicap, sex, gender identity, marital status, familial status, veteran status, sexual orientation or any other characteristic protected by applicable federal, state or local laws.