Job Description
Picsart is looking for a Sr. Machine Learning Scientist to join our Picsart AI Research lab and help build, scale, and manage state-of-the-art machine learning algorithms that power Picsart, The ideal candidate will focus on R&D to improve our design tools. Our “striving for excellence” applied research mindset is focused on leveraging the most cutting-edge AI technologies for the constant improvement of our users' experience.
Responsibilities
- Participate in AI lab projects related to fonts generation and editing and other creative tools creation
- Conduct experiments and reproduce results of different papers
- Analyze and improve existing technologies
- Work on quality assessment tools.
- Create and implement non-standard, fresh and creative scientific ideas to improve or speed up existing technologies
- Push the ideas to improve the quality of designed models in terms of product requirements
- Collaborate with product managers and dive deeper into the usage of the research, brainstorm with the product team on developing new creative ideas
- Follow up and support the development of models in an end-to-end manner: from design to production
- Analyze, Interpret and explain outcomes of non-trivial experiments
- Communicate with data and product teams, write clear and understandable research requirement documents
- Collaborate with other scientists, exchange novel and interesting ideas, and reflect these ideas in the research process.
Required Qualifications
- MA/PhD degree in Computer Science or equivalent experience
- Knowledge of Python
- Knowledge of algorithms and data structures
- Knowledge of Deep learning framework: PyTorch/TensorFlow
- Strong math, especially in linear algebra and numerical optimization, probability theory
- Knowledge of SOTA approaches in basic deep learning tasks (classification, segmentation, detection, generation etc.)
- Basic knowledge of classic Machine Learning algorithms
- Experience with style transfer tasks
- Experience with DL models for generative tasks: StyleGan, CLIP, DALL-E etc,.
Company Info.
Picsart
Picsart is a Miami, Florida-based technology company that develops the Picsart suite of online photo and video editing applications, with a social creative community. The platform allows users to take and edit pictures and videos, draw with layers, and share the images on Picsart and other social networks. It is one of the world's most popular apps, with reportedly more than 1 billion downloads across 180 countries.