Machine Learning Scientist in Knowledgator

Direct message the member who posted the job with Knowledgator Ihor Stepanov 🇺🇦 Ihor Stepanov 🇺🇦 Co-Founder @ Knowledgator | NLP, Computational Biology, Open Source We are a Knowledgator Engineering team, and we develop open-source solutions to expand human knowledge by utilizing AI systems that read and comprehend data of different natures. Such systems can simultaneously work with heterogeneous data, such as images, text, and audio, represent them in one semantic space, and extract information and structured knowledge that can be used to infer new facts. At Knowledgator Engineering, we have several open practical projects from biomedical background to business intelligence, so we are looking for a person who combines good engineering skills with a profound math and research background and can quickly introduce research results to practical projects. Responsibilities: Development of high-quality domain-specific synthetic data generation pipelines; Supporting our existing open-source frameworks for information extraction by adding new features, model architectures, fixing bugs; Training multi-modal models for information extraction (more than 13B parameters) ;Benchmarking ML models on a variety of discriminative and generation tasks;Writing documentation describing results;Research of novel approaches to integrate factual knowledge stored as knowledge graph with LLMs; Integration of our technologies to workflows of our business partners; Requirements: Proficiency with Python (3+ years); Fundamental knowledge of linguistic analysis; Excellent English (C1+); Understanding of linear algebra, calculus, statistics, graph theory, and probability theory; Experience with ML/DL, especially RNN-liked models, transformers and GNNs; Experience with training tokens and text classifiers; Experience training multi-modal models; Ability to work in a dynamic and unpredictable environment; It will be a plus: Knowledge graph modeling experience; Experience working with sentence transformers; Some basic experience working with biology-related datasets; Don't be afraid to apply even if you lack experience but have a foundational understanding of math and good programming skills.Our GitHub: https://github.com/KnowledgatorOur HuggingFace: https://huggingface.co/knowledgatorJoin Discord: https://discord.gg/dkyeAgs9DG Show more Show less Position level Basic levelType of employment Full time Industries Software development