Remote ML Engineer - NLP

Summary

Entefy is seeking a highly skilled NLP specialist with 3+ years of commercial experience to join their team. The candidate will work on confidential projects using deep learning and other methods, contributing to Entefy's suite of products. This role requires proficiency in mathematics, statistics, machine learning theory, programming languages like Python, C++, Java, and NLP tools such as NLTK, CoreNLP, Gensim, spaCy, OpenNLP, UIMA, GATE.

Requirements

• Solid fundamentals in mathematics, statistics, and machine learning theory
• Minimum 3 years of commercial experience (or equivalent) in natural language processing, understanding, or generation
• Demonstrable proficiency in at least one programming language such as Python, C, C++, Java, etc
• Proficient knowledge of and experience with text analytics, knowledge base construction, machine translation, or dialog systems
• Proficiency in natural language processing tools such as NLTK, CoreNLP, Gensim, spaCy, OpenNLP, UIMA, GATE, etc
• Proficiency in machine learning tools such as TensorFlow, Keras, Caffe, Theano, MLLib, Torch, etc
• English fluency
• Excellent written and verbal communication skills

Responsibilities

Work on confidential projects that will impact Entefy’s suite of products using deep learning and other methods

Preferred Qualifications

• Experience with modern deep learning techniques in NLP including sequence to sequence models, distributed representations, pointer networks, attentional models, etc
• Advanced degree in Computer Science, Machine Learning, Mathematics, Statistics, Physics, or Computational Linguistics
• Experience with text-based information retrieval technologies such as Lucene, Solr, Elasticsearch, etc
• Experience with big data and distributed computing technologies such as Hadoop, MapReduce, Spark, Storm, etc
• Fluency in multiple languages is a plus
• Demonstrable proficiency in more than one applicable programming languages is a plus