Senior Research Developer, Recommendations

July 3

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Crunchyroll

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Crunchyroll connects anime and manga fans across 200+ countries and territories with the content and experiences they love$1. .$1

community • streaming video • social-networking • anime • Asian entertainment

1001 - 5000

💰 $22M Venture Round on 2015-11

Description

• In the role of Senior Research Developer, (internally titles: Machine Learning Engineer), you will report to the director of data science and machine learning in the Center for Data and Insights • Join our team, and help us shape the future of anime! • Design and develop scalable, robust architectures for the recommendation system • Identify, collect, and preprocess data from various sources to build comprehensive user profiles and content attributes • Experiment, train, and deploy machine learning models that power personalized recommendations • Implement systems to measure the effectiveness of recommendations and incorporate user feedback to improve model performance • Ensure the reliability, efficiency, and scalability of the recommendation system through best practices in coding, testing, and deployment

Requirements

• 5+ years of experience in designing and implementing large-scale recommendation systems • Background in machine learning and recommendation system algorithms • Proficiency in Python • Experience with frameworks like TensorFlow, PyTorch, or similar • Familiarity with GPU optimization and cloud computing platforms (AWS, Google Cloud, Azure) • Demonstrated ability to work with cross-functional teams including Engineering, Product, Content Acquisition and Programming, Consumer Insights, to name a few • Experience conveying complex technical concepts to non-technical stakeholders

Benefits

• Receive a great compensation package including salary plus performance bonus earning potential, paid annually • Flexible time off policies allowing you to take the time you need to be your whole self • Generous medical, dental, vision, STD, LTD, and life insurance • Health Saving Account HSA program • Health care and dependent care FSA • 401(k) plan, with employer match • Employer paid commuter benefit • Support program for new parents