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IT - Technology Lead | data science | Machine Learning Contract

Detailed Job Description:

Natural Language Processing (NLP) expert with focus on Cutting - edge NLX (NLP/NLU/NLG) Models You will work on the frontier of Machine Learning and craft Transformer based NLP/NLU/NLG models based on the latest research and open-source.

 

Responsibilities you would expect the Subcon to shoulder and execute*:

  • Reading and researching state-of-the-art papers in NLP/NLU/NLG problems
  • Find and/or design appropriate NLX models for a given problems.
  • Inventing new NLX algorithms
  • Implement, train and tune custom NLX models.
  • Build preprocessing pipelines.

Nice To Have:

  • Hands on experience with Transformers
  • 5+ years experience of having worked in a related field.
  • University degree in Computer Science, Math or comparable qualification (MS or PhD preferred).
  • Expert in Python and at least one DL framework (e.g. Tensorflow, PyTorch or Keras)
  • Expert in ML / DL / NLP methods and recent model architectures (e.g. LSTM, CNN, etc)
  • Familiarity with Distributed systems (Docker, Kubernetes, Kafka, Spark/Scala, AWS, MongoDB, HIVE) is a plus
  • You do not only understand the above methods "in theory", but also know how to implement them efficiently.
  • You like to innovate and can evaluate various options/ideas quickly by prototyping or by analytical assessment.
  • You enjoy reading latest ML papers and presenting what you learn to the team.
  • You stay up-to-date with relevant trends in the field.
  • Experience with Git, Docker and production-ready ML.

Overview

  • Job ID: 106952292
  • Location: Irving, NY, USA
  • Hours: 40h / week
  • Pay / Salary Range: Negotiable
  • Work Authorization Any
  • Close Date: 31, March 2020
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