Machine learning Engineer

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.