Senior Machine Learning Engineer

3 settimane fa

Rome, Italia Settore immobiliare A tempo pieno

The RoleWe build end-to-end AI systems, core microservices, and infrastructures by leveraging cutting-edge technologies to impact millions with personalized user experiences everyday.We are looking for an outstanding machine learning engineer to join our team The role will provide an opportunity to work on large scale machine learning to improve the podcast creation experience at Zencastr.You’ll join a team of hardworking engineers that are passionate about understanding what drives users’ long-term happiness with Zencastr, and how our recommendations and content affects that. As an integral part of the squad, you will collaborate with research scientists, data scientists and other engineers in prototyping and productizing brand-new ML at the intersection of speech processing and long-term user satisfaction.What You'll DoDesign, research and develop state-of-the‑art machine learning applications and algorithms to improve the lives of podcasters and podcast listeners around the worldCollaborate with engineering partners and colleagues in large multi‑functional efforts to build new product features that advise and enrich Zencastr’s various ML services.Drive forward audio and text capabilities within the ML teamWork with some of the brightest minds in signal processingIf This Describes YouA postgraduate degree in Machine Learning, Mathematics, Computer Science, or a related quantitative field5 + years experience in Python3+ years experience in machine learning research, with a focus on speech3+ years experience training or deploying neural networksSignificant experience with machine learning libraries like PyTorch, Tensorflow, Scikit‑LearnExperience with building and operating production‑ready ML systemsAbility to lead design and implementation of major software components, systems, and featuresYou enjoy quickly building model prototypesExperience with cloud technologies (Google Cloud, AWS, Modal)You are a self‑starter who drives your own projects and builds positive relationships with partners and colleagues to solve big multi‑functional efforts from start to finish. You are able to succeed with minimal mentorship and process.Bonus points if you havePublications in peer‑reviewed journals from a related fieldExperience with modern speech processing frameworksGood dev ops experienceAdvanced DSP experienceMongoDB or SQL experienceExperience with unit, integration, and load testingExperience building APIsExperience with Docker containers, Implementing Docker Containers, Container ClusteringExperience with container orchestration technology such as Kubernetes a big plus#J-18808-Ljbffr

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