Vimeo is looking for a Machine Learning Researcher to join the Video Insights team.
Vimeo’s platform provides the highest quality video tools for filmmakers, businesses, and video enthusiasts around the globe. Video Insights team delivers services and products that help Vimeo users make effective videos, by applying Artificial intelligence (AI) technologies connecting the content and it’s online performance.
It is a great opportunity to join a core founding team and take part in shaping the AI movement within Vimeo.
What you’ll do:
- Perform research on delivering insights to products utilizing a variety of datasets available on Vimeo's platform, in the fields of – Computer Vision & NLP.
- Conduct a full cycle of research from problem definition, to investigating and optimizing potential solutions.
- Be part of a cross functional team, and be the AI expert in the team exploring and evaluating potential impact to the problem in hand.
- Partner with relevant teams to deploy and apply research outcomes, as well as monitor KPIs and model performance in production.
- Learn and teach others on the state of the art AI technologies, take an active part in driving AI innovation across the organization.
Skills and knowledge you should possess:
- M.Sc./Ph.D or relevant industry research experience with a focus on machine learning or related areas.
- Experience in applying machine learning to real-world problems.
- Strong programming skills and experience in Python.
- In-depth knowledge of deep learning with at least one of the following areas: Natural Language Processing, Computer Vision, Recommendation Systems, Search, Personalization, Reinforcement Learning.
- Strong understanding of the production aspects of machine learning models.
- Good communication skills and ability to work in a cross-functional team.
Bonus Points:
- Experience with Text and Video understanding.
- Familiarity with Engineering operation tools, such as Docker, Cloud, Jenkins, etc.
- Familiarity with Machine Learning, experiment management platforms, such as KubeFlow.
- Experience with Deep Learning Frameworks such as TensorFlow, Pytorch
To apply for this job please visit www.comeet.com.
