Data Scientist

About us:

One AI is a newly founded AI startup led by tech and AI veterans with multiple exits behind them. Our goal is to unlock Natural Language Processing for everyone through mature models trained to solve real world use cases, available for developers as APIs. 

In today's world, everyone should have access to the insights hidden in the sea of textual information generated every day. To make this possible, we are developing the next generation of NLP APIs, a technology that utilizes our state-of-the-art models with generalization capabilities and common sense. We bring top tier language capabilities to anyone – regardless of technical/ML expertise.

Job Description

We are looking for data scientists that are passionate about applied and theoretical research in the realm of computational linguistics. As One AI's data scientist, you will join us on our quest to develop novel approaches for generalized AI that can understand and generate natural language. As such, you will study linguistics and mathematical phenomena in order to create new state-of-the-art NLP models that can be applied on, and generalize across multiple domains and use cases. 

Qualifications:

  • Master degree or higher in Computer Science/Mathematics/Physics,/Electric engineering or  equivalent is a must
  • Strong theoretical background in Machine Learning
  • An understanding of linguistics’ theory and principles (semantic relations, parsing methods, etc.)
  • 2+ years experience with python
  • 3+ years experience with conducting NLP research using Deep learning models (RNN, Transformers, etc) and frameworks (PyTorch, Tensorflow, etc.)
  • An in-depth understanding in one or more of the followings will be a plus: 
    • Optimization
    • Information theory
    • Probability and statistics
    • Bayesian methods
    • Publications at top-tier conferences (i.e, ACL, EMNLP, ICML, NeurIPS)
    • Experience with distributed DL
    • Experience with cloud ML (GCP, AWS, etc.)
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