Senior Machine Learning Engineer – Personalizationremoterocketship • United States
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Senior Machine Learning Engineer – Personalization
remoterocketship
- United States
- United States
À propos
Design, build, evaluate, and ship agentic based features and interactive experiences to bring our products to the next level Collaborate with cross functional teams spanning user research, design, data science, product management, and engineering to build new product features that advance our mission to connect artists and fans in personalized and useful ways Prototype new approaches and productionize solutions at scale for our hundreds of millions of active users Promote and role-model best practices of ML systems development, testing, evaluation both inside the team as well as throughout the organization Actively contributed to a strong community of machine learning practitioners at Spotify Requirements:
Strong background in machine learning, natural language processing, and generative AI, with experience in applying theory to develop real-world applications Hands-on expertise with implementing end-to-end production ML systems at scale. Experience with production LLM scale based systems is a plus Experience with incorporating human feedback to improve LLM based systems using technicals like DPO, KTO, and reinforcement fine-tuning Experience with designing end-to-end tech specs and modular architectures for ML frameworks in complex problem spaces in collaboration with product teams Experience with large scale, distributed data processing frameworks/tools like Apache Beam, Apache Spark, and cloud platforms like GCP or AWS 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
Compétences linguistiques
- English
Avis aux utilisateurs
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