Vimeo has billions of videos on its platform & millions of people performing searches on that content every month. The Search & Recommendations team surfaces the most relevant content to users, from their own assets to millions of public videos. Powering the very best search experience will require thoughtfulness about the user experience, a lot of data, & cutting edge machine learning. Your task will be to leverage data & algorithms to improve the search experience for our users. You might boost query understanding with NLP, use computer vision techniques to enrich how we index our videos into Elasticsearch, or explore ways to provide personalized search results. The possibilities are endless.
What youll do:
- Write clean, portable, & well-documented code
- Work with various machine learning algorithms to boost our search systems ability to provide relevant, personalized results in any context
- Gain experience using docker, kubernetes, & Google Cloud technologies for deployments of models
- Iterate on your implementations & designs in a data driven environment
- Gain domain knowledge related to Search by working with experienced search relevance engineers.
- Grow technically by learning from talented full stack engineers
What were seeking:
- Some familiarity, interest, & experience with Data Science & Machine Learning (bonus for anything search related, NLP, computer vision, or recommendation systems)
- You have an understanding of Web services & REST APIs
- You are problem-solver who is interested in scale, efficiency, & performance optimization
- You dream big with solutions but also have a strong practical streak in evaluating whether they can & should be implemented
- Youre driven towards projects that have an impact on user experience
- You are familiar with PHP, Python, Go, or Java
- You have strong opinions about how Vimeo search can be improved & are interested in search as a problem
- You have public code viewable on Github, Bitbucket, etc.
Vimeo is the worlds leading professional video platform & community. We empower over 200 million users from creatives to entrepreneurs to the worlds largest brands to grow their business with video. Our products make it easy to create high-quality, impactful videos & to reach teams, audiences & customers anywhere.
Vimeo is powered by a growing team of over 650 passionate, dedicated humans. Were headquartered in New York City with offices around the world. We believe our impact is greatest when our workforce represents the diverse & global community that we serve, & were proud to be an equal opportunity employer where diversity, equity & inclusion is prioritized in how we build our products, leaders & culture. Learn more at www.vimeo.com/jobs.