The project - a platform for creating and publishing content on social media using artificial intelligence tools is looking for a Data Science Team Leader with a focus on generative models (m/f).
Responsibilities:
— Study and transform data science prototypes.
— Research and implement appropriate ML algorithms and tools.
— Design machine learning systems.
— Develop machine learning applications according to requirements.
— Know the SOTA in the field of generative technologies and be able to reproduce key experiments.
— Develop prototypes based on generative models for multimodal content (text, images, video).
— Develop and implement a pipeline of product integration for successful prototypes.
— Manage a team of machine learners to plan, implement and support new technologic solutions.
— Understand how certain product features impact business results.
Requirements
— Previous experience efficiently conducting research and creating ad hoc generative prototypes.
— Previous experience in the management of RnD teams.
— A strong background in probability theory and statistics, data mining, and machine learning.
— Proficiency in Python and proven experience using popular ML packages (PyTorch, TensorFlow, huggingface,etc).
— Deliver your work to production as a stand-alone microservice.
— Be enthusiastic about DS and stay up to date with SotA Machine Learning algorithms and developments.
— Be eager to help your teammates, share your knowledge with them, and learn from them.
— Be able to write production code.
— Be open to receiving constructive feedback.
— Academic papers at major ML conferences is a plus.
— Experience as a CTO in a start-up is a plus.
