ML Engineer - NLP
Core
Building machine intelligence for human communication using deep learning and NLP methods to impact Entefy's product suite.
Role type
Senior IC NLP Machine Learning Engineer
Builds
Confidential NLP projects and machine intelligence features for Entefy's products
Domain
Natural Language Processing, Deep Learning, Text Analytics
Deliverable
production ML models
Required skills
Deep learning algorithms, NLP theory, Python/C/C++/Java, text analytics, knowledge base construction, machine translation, dialog systems, NLTK/CoreNLP/Gensim/spaCy/OpenNLP/UIMA/GATE, TensorFlow/Keras/Caffe/Theano/MLLib/Torch, sequence-to-sequence models, distributed representations, pointer networks, attentional models, information retrieval (Lucene/Solr/Elasticsearch), big data/distributed computing (Hadoop/MapReduce/Spark/Storm)
Preferred skills
Advanced degree in CS/ML/Math/Stats/Physics/Computational Linguistics, fluency in multiple languages, proficiency in multiple programming languages
Technologies
NLTK, CoreNLP, Gensim, spaCy, OpenNLP, UIMA, GATE, TensorFlow, Keras, Caffe, Theano, MLLib, Torch, Lucene, Solr, Elasticsearch, Hadoop, MapReduce, Spark, Storm
Responsibilities
Develop deep learning models for NLP tasks including translation and dialog systems; build knowledge bases and text analytics solutions; implement attentional and pointer network architectures; work with distributed computing frameworks for big data processing.
Seniority
Senior, hands-on IC
