Description:
The ideal candidate has a track record of delivering deep learning based models at scale, enjoys working with cross functional partners from Product and Engineering delivering solutions within strict timelines, and brings innovative solutions to complex problems with a desire to improve the status quo. Additionally, as an early member of our Dublin location, you will also have the opportunity to help build the team from the ground up and shape the office culture.
What you’ll get to do:
- Scope work and projects in the realm of machine learning, focusing on deep learning applications in image/video classification.
- Work with a variety of data sources to build production-ready ML models
- Apply machine learning to novel problems in online advertising
- Collaborate with engineers to integrate solutions within larger engineering workflows
- Effectively communicate results from ML/DL models and statistical learnings to a variety of stakeholders within R&D and product organizations
What you’ll need:
- Advanced degree (MSc, PhD preferred) in a relevant technical field (machine learning, computer science, computer vision, etc)
- Solid research background and experience in computer vision, machine learning, and image/video analysis algorithms.
- 7+ years industry experience, with technical leadership, and experience guiding ML projects from start to finish
- Experience with at least one scripting language such as Python and with deep learning frameworks (tensorflow, pytorch, caffe, etc)
- Familiarity with relational databases and SQL
- Experience with source control workflows and deploying ML models in production
- Comfort manipulating and analyzing complex, high-volume, high-dimensionality data from varying sources
- Experience distilling product requirements into problem definitions, dealing with ambiguity and competing objectives
- Ability to communicate complex quantitative analysis in a clear, precise, and actionable manner