Data Scientist Location: San Jose, CA 12+ months
Job Description:
? 10+ Years of Development experience
? Build software APIs, proficient with modern languages like Python, Ruby.
? Natural Language Processing (NLP) techniques such as classifiers, part-of-speech tagging, NLU systems, etc.
? Word embedding, parsers, word/concept mapping systems (SVMs), and language analysis adapting/building on:
? Tensorflow & SyntaxNet or Python NLTK
? Apache TIKA/MLLib/Mahout and UIMA/SoLR
? GLOVE, Word2Vec, using k-means or LDA algorithms, etc.
? Theano (computational analysis and rapid machine learning algorithm development).
? Scikit Python machine learning.
? Other AI/ML platforms also useful.
? Knowledge of IBM Watson is a good plus.
? Able to work with Knowledge Graphs or semantic web hyper-graphs, for example:
? Resource Description Framework (RDF), Neo4J, Stardog, SPARQL, semantic web tools.
? Experience with Machine Learning, Deep Learning, Reinforcement Learning, or Neural Networks usage, especially
? Ability to construct and evaluate training and validation data sets.
? Able to develop on VM systems and Linux/Windows, SPARK, Github, familiar with IDEs,
? Knowledge of statistics, predictive models, and predictive analytics is helpful.
Phd in Data science/Machine Learnign preferable.