Machine Learning Engineer - Personalization
- Develop and implement production systems that enrich and improve our listeners' experience on the platform
- Contribute to designing, building, evaluating, shipping, and refining Spotify's product by hands-on ML development
- Help drive optimization, testing, and tooling to improve quality of our recommendations
- Perform data analysis to establish baselines and inform product decisions
- Collaborate with a cross functional agile team spanning tech research, data science, product management, and engineering to build new technologies and features
- Stay up-to-date on the latest machine learning algorithms and techniques
- You have professional experience in applied machine learning
- Extensive experience working in a product and data-driven environment (Python, Scala, Java, SQL, or C++, with Python experience required) and cloud platforms (GCP or AWS)
- You have some hands-on experience implementing or prototyping machine learning systems at scale
- You have experience architecting data pipelines and are self-sufficient in getting the data you need to build and evaluate models, using tools like Dataflow, Apache Beam, or Spark
- You care about agile software processes, data-driven development, reliability, and disciplined experimentation
- You have experience and passion for fostering collaborative teams
- Experience with TensorFlow, pyTorch, and/or other scalable Machine learning frameworks
- Experience with building data pipelines and getting the data you need to build and evaluate your models, using tools like Apache Beam / Spark
- We offer you the flexibility to work where you work best! For this role, you can be within the EMEA region as long as we have a work location (excluding France due to on-call restrictions) .
- This team operates within the Central European and GMT time zone for collaboration.
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