Job Overview
Job ID: J36993
Specialized Area: Machine learning
Job Title: Machine learning Engineer
Location: Westlake Village, CA
Duration: 9 Months
Employment Type: W-2 (Consultant must be on our company payroll. C2C is not allowed)
At least two years of experience in designing and developing enterprise-scale NLP solutions in two or more of - Named Entity Recognition, Document Classification, Document Summarization, Topic Modelling, Dialog Systems, Sentiment Analysis, OCR text processing.
Excellent knowledge and demonstrable experience in using open-source NLP packages such as NLTK, Word2Vec, SpaCy, Gensim, Standford CoreNLP.
Strong knowledge and working experience with a strong understanding of NLP/ML and algorithms and models (GLMs, SVM, PCA, NB, Clustering, DTs) and their underlying computational and probabilistic statistics.
At least 3 years of programming experience in one or more of the following - Python, R, Scala.
Preferably in Python and Jupyter/IPython Notebook.
Experience in setting up supervised and unsupervised learning ML/NLP models, including data cleaning, data analytics, feature creation, model selection and ensemble methods, performance metrics, and visualization.
1 to 2 years experience in ML/NLP development pipelines of large data sets, both structured and unstructured.
1 to 2 years experience building Machine Learning and NLP solutions over open-source platforms such as SciKit-Learn, Tensorflow, SparkML, Torch, Caffe, H2O.
Highly motivated, proactive, and a self-starter; strong sense of ownership and ability to create and execute assignments.
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