Spotify
Passionate music fans. Innovative tech pros. Perfect harmony. Join our band.
Senior Machine Learning Engineer
Location
New York
Posted
16 days ago
Salary
$176.2K - $251.7K / year
Bachelor DegreeExperience acceptedEnglishApacheAWSCloudGoogle Cloud PlatformJavaPythonPy TorchRayScalaSpark
Job Description
• Contribute to designing, scaling/building, evaluating, integrating, shipping, and refining reward signals for recommendations by hands-on ML development.
• Lead collaborations and align across PZN to integrate and A/B test mid-term signals in various recommendation systems.
• Promote and role-model best practices of ML systems development, testing, evaluation, etc., both inside the team as well as throughout the organization.
Job Requirements
- strong background in machine learning
- expertise in statistics and optimization, especially in sequential models, transformers, generative AI and large language models
- hands-on experience with large cross-collaborative machine learning projects and managing stakeholders
- hands-on experience implementing production machine learning systems at scale in Java, Scala, Python, or similar languages
- experience with PyTorch, Ray, Hugging Face and related tools is required
- experience with large scale, distributed data processing frameworks/tools like Apache Beam, Apache Spark, or Scio
- experience with cloud platforms like GCP or AWS
- agile software processes, data-driven development, reliability, and disciplined experimentation
Benefits
- health insurance
- six month paid parental leave
- 401(k) retirement plan
- monthly meal allowance
- 23 paid days off
- 13 paid flexible holidays
- paid sick leave