- Frame business goals as machine learning problems across Pandora and SiriusXM and own their execution.
- Research, design, experiment with, and build high-impact machine learning systems for Search and Voice.
- Lead projects involving several applied scientists and machine learning engineers.
- Understand and contribute to state-of-the-art methods in areas like query understanding, natural language processing and understanding (NLP/NLU), conversational recommendation, semantic retrieval, personalization, counterfactual experimentation, learning-to-rank, generative and explainable AI.
- Promote and role-model best practices of data science, engineering, and communication throughout the organization.
- This role does not have direct supervisory responsibilities.
- Ph.
- 3+ additional years of research and development experience in real-world information retrieval, search, NLU/P, or voice/dialog systems.
- Applied expertise in machine-learning-based information retrieval, learning-to-rank, and/or contemporary neural network techniques (e.g., transformers, GNNs).
- Expertise with deep learning frameworks (e.g., TensorFlow, PyTorch).
- Production experience implementing machine learning pipelines and models at scale in Python, Java, Scala, or similar languages.
- Excellent written and verbal communication skills, with the ability to effectively advocate technical solutions to scientists, engineers, and product audiences.
- Passion for data-driven research, development, and experimentation.
- Self-motivated, growth-oriented, and driven to pursue solutions to challenging problems.
- Must have legal right to work in the U.S.
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Staff Scientist - Oakland, United States - Sirius XM
Description
Who We Are:
SiriusXM and its brands (Pandora, SiriusXM Media, AdsWizz, Simplecast, and SiriusXM Connect) are leading a new era of audio entertainment and services by delivering the most compelling subscription and ad-supported audio entertainment experience for listeners in the car, at home, and anywhere on the go with connected devices.
Our vision is to shape the future of audio, where everyone can be effortlessly connected to the voices, stories and music they love wherever they are.
This is the place where a diverse group of emerging talent and legends alike come to share authentic and purposeful songs, stories, sounds and insights through some of the best programming and technology in the world.
No matter their individual role, each of our employees plays a vital part in bringing SiriusXM's vision to life every day.
SiriusXM is the leading audio entertainment company in North America, and the premier programmer and platform for subscription and digital advertising-supported audio products.
SiriusXM's platforms collectively reach approximately 150 million listeners, the largest digital audio audience across paid and free tiers in North America, and deliver music, sports, talk, news, comedy, entertainment and podcasts.
Pandora, a subsidiary of SiriusXM, is the largest ad-supported audio entertainment streaming service in the U.S. SiriusXM's subsidiaries Simplecast and AdsWizz make it a leader in podcast hosting, production, distribution, analytics and monetization.The Company's advertising sales organization, which operates as SiriusXM Media, leverages its scale, cross-platform sales organization and ad tech capabilities to deliver results for audio creators and advertisers.
SiriusXM, through SiriusXM Canada Holdings, Inc., also offers satellite radio and audio entertainment in Canada. In addition to its audio entertainment businesses, SiriusXM offers connected vehicle services to automakers.How you'll make an impact:
We are looking for a Staff scientist to build the best music, podcast, and sports search in the world.
As the "front door" of personalization and discovery, Search helps millions of listeners fall in love with the depth of our content catalog across Pandora and SiriusXM.
In this role, you will leverage your expertise in machine learning, information retrieval, ranking, natural language processing, and recommendations to frame business goals as machine learning problems, research novel methods, and build machine learning systems for Search and Voice.
What you'll do:
What you'll need:
We look for candidates who strive to push the state-of-the-art in applied research domains like information retrieval, learning to rank, natural language processing, semantic search, personalization, dialog management, and natural language generation.
We expect the base salary for this position to be in the range of $141,500 to $243,250 and will depend on your skills, qualifications, and experience.
Additionally, this role might be eligible for discretionary short-term and long-term incentives. We encourage all interested candidates to apply.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.
The requirements and duties described above may be modified or waived by the Company in its sole discretion without notice.
