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Sirius XM Radio

Subscription-based satellite radio and streaming

Senior Machine Learning Scientist - Content Understanding

Natural Language Processing & LLMsPosted on Nov 9
Full-timeDublin, IrelandNo salary listedIn-person

About the Job

Requirements

  • A master's degree in Computer Science, Machine Learning, Artificial Intelligence, Statistics, Applied Mathematics, or a related quantitative field is required.
  • At least 3 years of production experience developing and deploying machine learning models at scale, including complex machine learning initiatives and measurable business impact.
  • Strong experience with machine learning approaches for content understanding, including deep learning, transformer architectures, large language models, natural language processing, and multimodal learning techniques.
  • Experience developing, deploying, monitoring, and optimizing machine learning systems in production environments.
  • Ability to solve complex technical problems, analyze large datasets, and develop scalable machine learning solutions.
  • Strong written and verbal communication skills to collaborate with technical and non-technical stakeholders.
  • Ability to work effectively across product, engineering, analytics, and data science teams.

Responsibilities

  • Design, develop, deploy, and improve machine learning models for understanding audio, text, and multimodal content.
  • Apply modern machine learning techniques, including deep learning, transformer architectures, large language models, and multimodal learning, to content-understanding challenges.
  • Own complex machine learning projects from problem definition through model development, deployment, evaluation, and ongoing optimization.
  • Evaluate model performance using offline metrics, experimentation frameworks, and business outcomes to drive continuous improvement.
  • Collaborate with Product, Engineering, Analytics, and Data teams to identify opportunities and deliver machine learning solutions.
  • Contribute to data pipelines, feature engineering processes, experimentation workflows, and model evaluation methodologies.
  • Identify opportunities to apply emerging advances in machine learning, artificial intelligence, and content-understanding technologies.
  • Provide technical guidance and mentorship to junior scientists.
  • Contribute to technical discussions, architecture reviews, and solution design within the team.
  • Monitor, troubleshoot, optimize, and continuously improve production machine learning systems.

Desired Qualifications

  • A Ph.D. is preferred.

About the Company

Sirius XM Radio

Subscription-based satellite radio and streaming

SiriusXM offers satellite radio and online streaming that brings music, sports, news, and talk content to listeners in North America through monthly or annual subscriptions, plus advertising on some channels. It works by delivering live broadcasts and on-demand shows via satellite and internet streams, with exclusive programming and artist- or event-focused channels, and it partners with car manufacturers to embed its service in in-car entertainment. Its edge comes from exclusive content and partnerships, such as being the audio broadcaster for major events like the Masters and running artist-specific channels, alongside curated content for holidays and special occasions. The company aims to grow its subscriber base and advertisers by providing a broad, easy-to-access catalog of premium audio entertainment and partnerships that enhance the listening experience.

Company size
5,001-10,000
Company stage
IPO
Headquarters
New York City, New York
Founded
2008

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