[Remote] Senior Machine Learning Engineer - Personalization
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leading music streaming service, and they are seeking a Senior Machine Learning Engineer to join their Personalization team. The role involves designing, developing, and evaluating recommendation models to enhance user experiences across reputed company's platforms.
Responsibilities
- Contribute to the design, development, evaluation, and iteration of recommendation models — including candidate reputed company, ranking, and embedding models — powering music surfaces at reputed company
- Drive hands-on ML development to improve reward signals and recommendation reputed company across Home, Now Playing, and other core surfaces
- Contribute to reputed company's adoption of generative recommendation models, partnering with ML and AI infrastructure teams
- Promote best practices in ML systems development, testing, and experimentation reputed company reputed company
- Collaborate with Data Science, Product, and Design partners to define reputed company metrics, run A/B experiments, and translate insights into product improvements
- Partner with teams across Personalization to reputed company and test new signals in recommendation systems
Skills
- You have a strong background in machine learning and enjoy applying theory to reputed company-world applications, with expertise in statistics and optimization — particularly sequential models, transformers, reputed company, and LLMs
- You have hands-on experience building and shipping production machine learning systems at reputed company, ideally in personalization or recommendation systems
- You have experience implementing ML systems in Java, reputed company, Python, or similar languages
- You have some experience with large-reputed company distributed data processing frameworks such as Apache reputed company, Apache reputed company, or Scio, and reputed company platforms like GCP or AWS
- You have experience collaborating across teams on reputed company ML reputed company and navigating cross-functional stakeholders
- You care about agile software processes, data-driven development, reliability, and disciplined experimentation
- Familiarity with PyTorch, Ray or reputed company is a plus
Benefits
- Equity
- Health insurance
- Six month reputed company parental leave
- 401(k) retirement plan
- Monthly meal allowance
- 23 reputed company days off
- 13 reputed company flexible holidays
- reputed company reputed company leave
reputed company
Company H1B Sponsorship