companySoundCloud Ltd. logo

Senior Machine Learning Engineer - Recommendations

On-site Full-time $165K/yr - $195K/yr

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Experience Level

Senior

Qualifications

The ideal candidate will possess a strong background in machine learning, data science, and software engineering, with a proven track record of deploying machine learning models in production environments. You should have experience in working with large datasets and a solid understanding of algorithms and data structures. Excellent communication skills and the ability to collaborate effectively with cross-functional teams are essential.

About the job

Join SoundCloud, a leading platform that enables artists and fans to connect and share their passion for music. Established in 2007, our artist-first approach empowers creators to develop their careers with innovative tools, services, and resources. With a catalog featuring over 400 million tracks from 40 million artists, the future of music is unfolding at SoundCloud.
 
We are seeking a Senior Machine Learning Engineer to become an integral member of our Reco-Core team. This role presents an exciting opportunity to influence and steer the machine learning initiatives for one of SoundCloud's most essential product areas. You will collaborate closely with machine learning, data, and backend engineers to design, implement, and deploy models that facilitate music discovery for millions of users across our extensive audio catalog.

Key Responsibilities:

  • Create and deploy comprehensive machine learning solutions for recommendation systems, focusing on candidate generation, personalization, user and item modeling, and ranking algorithms.
  • Oversee the entire machine learning lifecycle, from prototyping and evaluation to deploying scalable models and monitoring performance in production.
  • Enhance and expand the foundation for ML engineering and MLOps within the Reco-Core team, establishing best practices and developing tools for rapid iteration.
  • Collaborate with analysts and data scientists to convert research findings into production-ready systems.
  • Work alongside fellow ML engineers to utilize shared infrastructure and collective expertise.

About SoundCloud Ltd.

SoundCloud is a revolutionary platform that champions artists and allows fans to discover and enjoy music. With a commitment to innovation and artist empowerment, we provide the necessary resources for musicians to thrive in the digital age.

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