Sr. NLP Scientist

Amazon   •  

Seattle, WA

Industry: e-Commerce

  •  

Not Specified years

Posted 292 days ago

This job is no longer available.

Looking for an NLP Scientist who can bring bleeding edge machine learning and NLP techniques into real products solving real problems together with a highly multi-disciplinary team of scientist, engineers, strategic partners, product managers and subject domain.

BASIC QUALIFICATIONS

· PhD in machine learning (or in a highly related area) or equivalent experience
· Solid background in statistical learning techniques for NLP (Deep Learning, HMMs, CRFs, SVMs, LDA, LSI, MRFs etc)
· Must have ML/NLP algorithm implementation experience as well as the ability to modify standard algorithms (e.g. change objectives, work-out the math and implement)
· Strong programming skills in at least one object oriented programming language (Java, Scala, C++, Python, etc.)
· Knowledge of or experience in building production quality and large scale deployment of applications related to natural language processing and machine learning.
· Fluency with at least one of the modern distributed ML frameworks such as TensorFlow, PyTorch, MxNet
· Eager to learn new algorithms, new application areas and new tools.
· Excellent communication skills

PREFERRED QUALIFICATIONS

· PhD in Natural Language Processing or Information Retrieval
· 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, question answering systems
· Experience and/or motivation to work on modern deep learning approaches to NLP: word/paragraph embedding, representation learning, text/sentiment classification, ambiguity disambiguation
· Track-record of having developed novel algorithms, e.g. publications in one or more of the following: KDD, WWW, NIPS, NAACL, ACL, SIGIR, EMNLP, ICML etc
· Experience with filesystems, server architectures, and distributed systems.

Job ID: 613740