Data Scientist

Confidential Company  •  San Francisco, CA

5 - 7 years experience  •  Software

Salary depends on experience
Posted on 12/07/17 by Jay Jan
San Francisco, CA
5 - 7 years experience
Software
Salary depends on experience
Posted on 12/07/17 by Jay Jan

Position: Data Scientist (mid to senior level)

Term: Direct Placement

Start Date: ASAP

Location: San Francisco, CA (San Ramon area specifically)

The Data Scientist will perform complex modeling and algorithm development on large data sets to resolve disparate data into single real world entities (persons, companies, products, etc.) and develop relationship structures among these entities. Typical solutions will use probabilistic matching, machine learning and graph theory on very large scale structured and unstructured data sets. Some of these entity resolution techniques will also be used for fraud detection.

 

Technical requirements:

·    Around five years of experience in advanced analytics, model building, statistical modeling, optimization, and machine learning algorithms including supervised and unsupervised learning, boosting and ensemble methods

·        Direct experience with entity/identity resolution, record linkage or database reduplication

·       Experience with any of the following deep learning libraries (Gensim, scikit-learn, Caffe, Theano, Pylearn2, DeepPy, TensorFlow, Lasagne, Keras, deepnet, Chainer, nolearn, mxnet, Encog, ND4J, Deeplearing4j)

·       Experience with Spark

·       Experience with graph databases  

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