Vimeo’s Applied Machine Learning team (AML) is a small, but growing team of Software Engineers, Machine Learning Engineers, and Data Scientists with a mission to empower creators using the latest advancements in Machine Learning and AI. With hundreds of millions of users and videos on Vimeo, we’re improving our creators’ ability to find and understand our content. That means we bridge disciplines that include computer vision, search algorithms, information retrieval, data enrichment, natural language processing, and data science.
Our engineers work closely with the Product team to help define and articulate a vision for our products and A/B test results. We also work closely with our Core Services and SRE teams to deploy and integrate our work into the larger Vimeo ecosystem. We primarily use Python, Go, and Tensorflow for our models and microservices, with RESTful integrations to the main application stack which is in PHP and React.
WHAT YOU’LL DO:
Move fast to help build AML prototypes
Plan and deliver features that improve the creative, collaborative and productive experience for Vimeo’s creator users
Collaborate with other teams to determine API needs and implementation
Partner with product managers to refine and prioritize requirements, estimate and scope work, and time releases
Help improve ML model deployment, automation and monitoring throughout the system
WHAT WE’RE EXPECTING:
A strong understanding of indexing, search, information retrieval and relevance
Knowledge of machine learning and other predictive modeling techniques and tools like Tensorflow or PyTorch.
Mastery of at least one server-side language such as Go, Java, PHP or Python
Solid understanding of API design
Strong communication skills and the ability to work across many products and teams
Strong portfolio of public code (Github, Bitbucket, etc.)
Practical experience with Elasticsearch
Distributed Systems and Processing experience.
Vimeo empowers video creators to tell exceptional stories, and connect with their audiences and communities. Home to more than 70 million members in over 150 countries, Vimeo is the world’s largest ad-free open video platform, providing powerful tools to host, share and sell videos in the highest quality possible. Vimeo is based in New York City, with additional offices in Europe and India. Vimeo is an operating business of IAC (NASDAQ: IAC). Learn more at www.vimeo.com