ML Engineer - NLP

Entefy; United States; Remote; USD 120,000 - 180,000; Full time

Job summary

Entefy is seeking an NLP engineer to apply deep learning on confidential projects across its product suite. You will leverage deep linguistic insight and ML theory to build advanced machine intelligence for language understanding and generation tasks.

Ideal candidates have 3+ years of NLP experience, strong math foundations, and proficiency in Python plus one of C/C++/Java. Experience with text analytics, NLP tools (NLTK, spaCy, Gensim) and ML frameworks (TensorFlow, PyTorch, Keras) is required.

Qualifications

• Solid fundamentals in mathematics, statistics, and ML theory.
• Minimum 3 years of commercial experience in natural language processing.
• Proficiency in Python, C, C++, or Java.
• Experience with text analytics, knowledge base construction, machine translation, or dialog systems.
• Proficiency in NLP tools such as NLTK, spaCy, or Gensim.
• Proficiency in ML tools such as TensorFlow, Keras, or PyTorch.
• English fluency.

Responsibilities

• Use deep learning and other methods to work on confidential projects impacting Entefy's suite of products
• Apply deep understanding of algorithms to build advanced machine intelligence
• Work on natural language understanding and generation tasks

Skills

Mathematics

Statistics

Machine learning theory

Natural language processing

English fluency

Education

Advanced degree in Computer Science

Advanced degree in Machine Learning

Advanced degree in Mathematics

Computational Linguistics

Tools

Python

C

C++

Java

NLTK

spaCy

Gensim

TensorFlow

Keras

PyTorch

Elasticsearch

Spark

Hadoop

Job description

Responsibilities

• Use deep learning and other methods to work on confidential projects impacting Entefy's suite of products
• Apply deep understanding of algorithms to build advanced machine intelligence
• Work on natural language understanding and generation tasks

Requirements

• Solid fundamentals in mathematics, statistics, and machine learning theory
• Minimum 3 years of commercial experience in natural language processing
• Proficiency in Python, C, C++, or Java
• Experience with text analytics, knowledge base construction, machine translation, or dialog systems
• Proficiency in NLP tools such as NLTK, spaCy, or Gensim
• Proficiency in ML tools such as TensorFlow, Keras, or PyTorch
• English fluency

Preferred Qualifications

• Experience with modern deep learning techniques like sequence to sequence models and attentional models
• Advanced degree in Computer Science, Machine Learning, Mathematics, or Computational Linguistics
• Experience with information retrieval technologies like Elasticsearch or Solr
• Experience with big data technologies such as Spark or Hadoop
• Fluency in multiple languages

About the Company

Entefy is building technology to rewrite the code of human communication through advanced machine intelligence.