Dublin, Ireland - NLP Research Engineer at AYLIEN [1] (Onsite)
AYLIEN is hiring an NLP Research Engineer to join the Text and Image Analysis startup in Dublin, Ireland.
This is a unique opportunity to work with a team of talented Scientists and Engineers at AYLIEN.
* Your responsibilities:
- Improve and extend NLP capabilities of AYLIEN’s Text Analysis engine.
- Research and evaluate new/different approaches to NLP problems.
- Produce deliverable results and take them from development to production in collaboration with our engineers.
- Engage in knowledge sharing with your colleagues.
* You must have:
- Strong Machine Learning background and familiarity with modern Machine Learning paradigms and concepts, such as Deep Neural Networks and Deep Learning.
- Expertise in at least 3 of the following tasks: Sentiment Analysis, Entity Extraction, Text Classification, Topic Modeling, Natural Language Understanding (NLU) and Natural Language Generation (NLG).
- Strong understanding of text pre-processing and normalization techniques, such as tokenization, POS tagging and parsing and how they work at a low level.
- Strong knowledge of Java or Python, and general software development skills (source code management, debugging, testing, deployment, etc.)
- Expertise in producing, processing, evaluating and utilizing datasets.
* Would be great if you have:
- MSc./PhD in Computer Science, Computational Linguistics or related fields.
- Good understanding of linguistics and language as a phenomenon.
- Strong interest in, and knowledge of Artificial Intelligence and its subfields.
- Experience with non-English NLP.
- Experience with open-source NLP toolkits such as CoreNLP, OpenNLP, NLTK, gensim, LingPipe, Mallet, etc.
- Experience with open-source ML and science toolkits such as scikit-learn, MLlib, DeepLearning4J, Theano, Torch, Keras, Lasagne, NumPy, etc.
- Published work in academic conferences/journals.
Interested? Please send a brief introduction and your CV to REDACTED_EMAIL and we’ll take it from there.
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