- Тип работы
- Дата размещения
4 месяца назад
Проект и команда
DataRoot Labs is looking for a Deep Learning Researcher! We need a person who would share our passion to drive the Deep Learning market and put Ukraine on the map of global industry leaders. We solve challenging problems and are continuously leveraging and advancing the latest in AI research in deep learning and reinforcement learning.
On this project, you will be working in a fast-changing entrepreneurial environment with a team of young and ambitious professionals. You will be a part of the team which works on Empathetic Dialogue System. We apply the latest advances in NLP, Reinforcement Learning, Voice Modeling, and Generative Modeling. Almost all the NLP tasks are solved on top of language models such as GPT-2 or BERT. Reinforcement learning is used to learn on real user-system interactions and orchestrate the utterance generation conditions and the next word probabilities tweaking.
Qualifications you should bring to the team
- 2+ years of practice in Machine Learning / Deep Learning field.
- Hands-on experience with AI frameworks (such as Tensorflow, PyTorch, etc).
- Excellent interpersonal skills, cross-group, and cross-culture collaboration.
- Proven ability to develop original ideas.
- At least Upper-Intermediate English level.
Would be a big plus
- Understanding of RL techniques
- Experience with OpenAI Gym
- Develop algorithms around some key research areas in Machine Learning. This requires constant paper reading and staying ahead of the game by knowing what is and will be state of the art in this exciting field.
- Learn the newest Reinforcement Learning and NLP techniques.
- Reach quick Proof of Concept (POC) features ownership around Deep Learning, mixed with traditional approaches. POCs typically result in rich experience for the organization and help us evaluate the feasibility of projects.
- Improve your skills and stay up-to-date with emerging technologies.
What DataRoot offers you
- Working trips to Israel
- Office in the downtown
- Flexible working hours
- Corporative Uber account
Ключевые навыки и технологии
Machine Learning OpenAI Gym OpenConnect PyTorch TensorFlow