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Principal Engineer, Machine Learning
2 months ago
Roon is a pioneering company at the forefront of revolutionizing music streaming. Our mission is to develop software that transforms music streaming into an immersive journey tailored to individual preferences and tastes.
As a nimble startup backed by the resources and reach of Harman International, Roon Labs operates with a spirit of innovation and collaboration. Our team comprises passionate individuals who believe in the power of music to connect and inspire.
About the RoleWe are seeking a Principal Machine Learning Engineer to help build the recommendation systems for our revolutionary new music discovery platform. This role offers a unique opportunity to be part of the founding team, guided by experienced leaders with a proven track record in launching and scaling products.
You will be instrumental in making crucial decisions that will shape the direction and success of our platform. Our product aims to deliver a modern, challenging, and ambitious user experience by seamlessly integrating content delivery, audio playback, machine learning, and recommendation systems.
Key Responsibilities- Build state-of-the-art recommendation systems from the ground up, all the way through to production.
- Serve as a technical authority on machine learning and recommendation systems.
- Collaborate closely with app developers and engineers, and product management to ensure project success.
- Make critical early-stage decisions in the development process that will set the stage for long-term success.
- Operate in a fast-paced, startup-like environment to launch a new business within Harman.
- Work with a high degree of autonomy and ownership.
- Actively engage with business and product stakeholders in an iterative, dynamic environment.
- 10+ years in machine learning engineering.
- Proven experience building production-grade ML systems using Python.
- Strong experience in building, measuring, and operating recommendation systems.
- Familiarity with Generative AI technologies.
- Familiarity with GCP, AWS, and Azure.
- Familiarity with Docker, Kubernetes, and Serverless architectures.
- Familiarity with components such as databases, caches, event streaming, queues, and data warehouses.
- Experience in building and operating machine learning systems in both development and production environments.
We offer a competitive wellness benefits and 401K Retirement Savings plan. Our inclusive and diverse work environment fosters and encourages career development opportunities. We provide flexible work schedule with a culture encouraging work-life integration and collaboration in a global environment. Professional development opportunities through HARMAN University's business and leadership academies and extensive course catalog. Tuition Reimbursement. Access to employee discounts on world-class HARMAN products (JBL, Harman/Kardon, etc.). "Be Brilliant" employee recognition and rewards program.
