Principal NLG Researcher Job Description Template
Our company is looking for a Principal NLG Researcher to join our team.
Responsibilities:
- Research, design and develop novel algorithms;
- Develop and document intellectual property;
- As research project lead, you would be a Principle Investigator on bleeding edge research;
- Explore new research ideas with regard to NLG, formulate R&D projects, and architect scalable implementations;
- Publish select scientific discoveries in academic journals or conferences;
- Gather and determine requirements for new features from internal colleagues.
Requirements:
- Experience with fast prototyping and iterative experimentation;
- Hands-on experience implementing new research ideas with a neural network training framework such as Tensorflow, Keras, or PyTorch;
- Strong problem solving skills;
- Experience with generative deep learning techniques in a text, language, or NLP domain;
- Experience with attention mechanisms, conditional language models, and RNNs;
- Teach and mentor other ML-knowledgeable coworkers in advanced deep learning techniques;
- Keep up to date on the latest research for deep learning for NLG, NLP, and summarization;
- Excellent communication, teamwork, and technical writing skills;
- Experience working effectively with software engineering teams.