Senior Machine Learning Scientist, User Behavior
Company
Picsart
Category
Job Address
Application Deadline
IT
Yerevan, Armenia
20/02/2025
Responsibilities
- Research and develop novel state-of-the-art computer vision algorithms. Topics include, but are not limited to, generative AI with diffusion and autoregressive models, video generation/editing, inpainting, and super-resolution
- Create and implement non-standard, fresh, and creative scientific ideas to improve or speed up existing technologies
- Push ideas to improve the quality of designed models specified by the product requirements
- Support and justify new ideas with a theoretical and intuitive basis
- Collaborate with product managers, engineers, and other stakeholders while being highly involved in the usage of the research in the product
- 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
- Analyze the data used in experiments, understand the subtleties of it, and modify it appropriately if necessary
- Communicate with data and product teams, and 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
- 3+ years of industry working experience in machine learning, deep learning (especially on computer vision tasks)
- Master’s degree in Computer Science, Mathematics, Statistics, or a related field. A Ph.D. degree in these disciplines is highly desirable
- Experience in continuous development of ML/DL models and supporting them in production
- Experience in deep theoretical understanding, communicating complex research ideas clearly and concisely in both written and verbal formats
- Experience in ML/DL frameworks such as PyTorch and TensorFlow
- Experience in scientific/academic research demonstrated by grants, patents, and/or first-authored publications at high-ranked conferences (such as CVPR, ICCV, ECCV, SIGGRAPH, etc.) and/or journals (such as TPAMI, TIP, IJCV, etc.) is a big plus
- Experience in generative modeling and a deep understanding of the theory behind is a big plus
- Experience in leading teams or mentoring is a plus
- Experience in classic computer vision approaches is a plus
- Excellent self-organization, time management, planning, and analytical skills
- Advanced written and verbal English communication skills
Application Procedures
Apply here
https://picsart.com/jobs/vacancies/5337714004/?gh_jid=5337714004&gh_src=24af75404us/
Please mention in your application that you have learned about this position from MyJob.am