We are looking for a Data Scientist to come and work on our growing AI stack. If you are excited about Natural Language Understanding and Semantic Reasoning, AppZen is the right place for you to use and grow your skills.
Expert in developing code in Python
PhD/MS in Computer Science with focus on Natural Language Understanding/Natural Language Processing
Self starter who can be productive from the first day
2-3 years work experience in machine learning in industry
Knowledge and experience with ontologies, taxonomies, semantic meaning representation frameworks (RDF/OWL), linked data.
Familiarity with database queries and data analysis processes (SQL, Python, Java)
Information/knowledge extraction from structured/unstructured text (knowledge or statistics based)
Information retrieval tools such as Elastic Search, Lucene, Solr
Experience in both R&D environment and product development will be a plus.
Experience in one or more of the following areas: entity/relation extraction, normalization, text summarization, semantic search, word/paragraph/document embedding, ranking, ontology-aware IR
NLP algorithm implementation experience as well as the ability to modify standard algorithms (e.g. change objectives, work-out the math and implement)
Experience and/or motivation to work on modern deep learning approaches to NLP: word/paragraph embedding, representation learning, text/sentiment classification, ambiguity disambiguation
Experience with neural networks and deep learning frameworks (such as Keras, tensorflow, torch)
Excellent communication skills
Track-record of having developed novel algorithms, e.g. publications in one or more of the following: KDD, WWW, NIPS, ISWC, NAACL, ACL, SIGIR, EMNLP, ICML etc.
Level of experience (years):
Mid Career (2+ years of experience)
AppZen provides the worlds first ambient solution for expense compliance and audit.