ML Engineer - NLP (Remote Position)

Carbon Data Solutions; United States; Remote; USD 120,000 - 180,000; Full time

Job summary

Entefy is seeking a talented NLP specialist to join a high-impact team at the core of its mission. You will use deep learning and other methods to work on confidential projects that will impact Entefy's suite of products.

You will collaborate on challenging tasks requiring strong math, statistics, and ML theory, with emphasis on text analytics, dialog systems, and scalable NLP solutions.

Qualifications

• 3+ years of commercial NLP experience
• Strong fundamentals in math, stats and ML theory
• Proficient in at least one programming language such as Python, C, C++, Java
• Experience with text analytics, knowledge base construction, MT, or dialog systems
• Proficiency with NLP tools like NLTK, CoreNLP, Gensim, spaCy, OpenNLP, UIMA, GATE
• Experience with ML tools like TensorFlow, Keras, Caffe, Theano, MLLib, Torch
• English fluency and excellent communication skills
• Advanced degree in CS, ML, Math, Statistics, Physics, or Computational Linguistics
• Experience with information retrieval tech like Lucene/Solr/Elasticsearch
• Experience with big data and distributed computing like Hadoop, Spark, Storm
• Multilingualism is a plus
• Proficiency in more than one programming language is a plus

Responsibilities

• Work on confidential NLP projects at Entefy
• Apply deep learning and other methods to advance Entefy products
• Build scalable NLP systems and models with state-of-the-art techniques

Skills

NLP fundamentals

Deep learning

Python

Communication

Mathematics

Education

MS/PhD in CS/ML

Tools

NLTK

SpaCy

CoreNLP

OpenNLP

GATE

Job description

If you're fluent in natural language processing, you may be the hyper-talented Machine Learning Engineer that's going to help Entefy rewrite the code of human communication.

We are looking for a talented and driven NLP specialist to join a high-impact team at the core of Entefy's mission. You will use deep learning and other methods to work on confidential projects that will impact Entefy's suite of products. This is highly challenging work that will engage your deep understanding of algorithms to build never-before-seen machine intelligence.

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

Other 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

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Originally posted on Himalayas