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Machine Learning Engineer

Company: Energize Group
Location: Orange
Posted on: February 24, 2021

Job Description:

Senior ML/NLP Engineer - Orange County, CA - Long Term W2 ContractOne of the largest security firms in the world ($8B+ in revenue, 200K+ employees) is working to build a greenfield product utilizing machine learning, NLP, and artificial intelligence from scratch. We are building a team of talented Software Engineers to take full ownership of the conception, development, and release of this application. The position is based in Santa Ana (Orange County). We are looking for an ASAP start!The Senior ML/NLP Engineer would be integral to the continued development of this greenfield project and will work with the Software Development Manager to help lead the team's engineering.Please note that this is a full-time W2 contract expected to last 2 years, no C2C. For this reason, we are unable to sponsor any visas for this position.Responsibilities Include: * Study and transform data science prototypes* Design NLP applications* Select appropriate annotated datasets for Supervised Learning methods* Use effective text representations to transform natural language into useful features* Find and implement the right algorithms and tools for NLP tasks* Develop NLP systems according to requirements* Train the developed model and run evaluation experiments* Perform statistical analysis of results and refine models* Extend ML libraries and frameworks to apply in NLP tasks* Remain updated in the rapidly changing field of machine learningQualifications: * Proven experience deploying Deep NLP/NLU products* Experience in chatbots and conversational AI (e.g. Q&A, voice assistants)* Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling* Ability to effectively design software architecture* Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms* Strong knowledge of Python, Java and R* Ability to write robust and testable code* Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)* Strong communication skills* An analytical mind with problem-solving abilities* Degree in Computer Science, Mathematics, Computational Linguistics or similar field

Keywords: Energize Group, Orange , Machine Learning Engineer, Engineering , Orange, California

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