Required Researcher - AI Language & Conversation.
Job responsibilities:
Conducting research in the area of language and conversation, advancing the state of the art, and publishing in top AI conferences.
Initiating and leading new strategic research directions through a full lifecycle of inception, validation, experiments and implementation.
Efficiently implementing algorithms, defining data sets and benchmarks and running experiments on real data.
Constantly reviewing relevant literature to identify emerging methods or technologies and current best practices.
Following the market, products and understanding customer needs, to find innovative solutions to real customer problems.
Developing algorithms as software components and supporting their integration into products.
Requirements:
PhD or MSc in computer science or related fields.
Excellent academic record in the fields of Natural Language Processing and Deep Learning, Machine Learning, or Reinforcement Learning.
Work experience in the above fields is an advantage.
Solid background in machine learning methods such as: Classification and Regression, as well as strong familiarity with NLP concepts such as Sequence-to-sequence (encoder-decoder networks, transformer, VAE and GANs), Language Modelling, and familiarity with tasks such as Machine Translation, Summarization or text classification.
Hands on experience in writing code in Java and Python.
Innovative thinking, creativity, and self-learning.
Preferred Technical and Professional Expertise:
Extra points for:
Excellent programming and engineering skills.
Expertise in Knowledge Representation (semantic models, knowledge graphs, etc.) and reasoning.