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Job Opportunity: NLU Applied Scientist

Date   Sep 22
Listing No.   IE260550
Sector   Hi-Tech, Technology & IT
Region   Center
City/Yishuv   Tel Aviv
NLU Applied Scientist
In this role you will:

Proposing and executing research efforts integrated with production systems
Designing and building a modern, flexible NLU pipeline
Developing measurement strategy, control methodology, and experimental design
Apply cutting-edge methods of NLP/NLU to learn and derive value from one of the world’s largest goal-oriented conversational data sets.
Work on challenging unsupervised and semi-supervised problems related to intent and dialog management.

You should be an expert in:

3-5 years experience in ML, specifically in NLU/NLP
Masters or PhD in Computational Linguistics, Computer Science, Statistics, or Mathematics.
Knowledge of modern Deep Learning approaches to NLP
Ability to write Python code that is efficient and clean
Experience with scripting languages working in a Linux environment
Ability to work closely with teammates in a highly collaborative environment, as well as providing strong individual contributions
Experience with Python packages for Machine Learning (Scikit-Learn), NLP (SpaCy), and Deep Learning (Pytorch)

Preferred qualifications:

NLP techniques to solve problems such as sentence summarization, question answering, sentiment analysis, knowledge extraction and conversational bots
Experience with multilingual NLP systems a plus
Research experience in NLP research or related fields, e.g. NLU, NLG, ASR/TTS and/or experience with dialogue systems
Modeling to production and monitoring performance once completed
Deep learning models with internal and external NLP datasets
Machine Learning tools, models for Natural Language Processing applications, experimental design, research methodologies, qualitative and quantitative analysis
Analyzing, problem-solving, communicating, and critical-thinking skills
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