200+ applicants

Company

Original Job Post

Swish Analytics · 4 days ago

Machine Learning Engineer - NLP

United States

Full-time

Remote

Senior Level

5+ years exp

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Hiring Manager

Adrian Russo

Insider Connection @Swish Analytics

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Responsibilities

Design, prototype, build and deploy NLP systems that extract valuable insights from league data, historical matchups, open source data, etc.

Experience turning raw, unstructured data with open-ended project guidelines, into actionable production-level products

Design and implement machine learning models using Natural Language Processing (NLP) to analyze sentiment analysis around players to determine expected output

Research and stay updated on the latest advancements in recommendation systems and NLP

Maintain and promote best practices for software development, including deployment process, documentation, and coding standards

Internet text source gathering and preprocessing using scraping, APIs, and link crawling

Contribute to technical and product discussions, and share knowledge and ideas with colleagues across the company

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine LearningNLPProbability TheoryInferential StatisticsBayesian StatisticsMarkov Chain Monte CarloNumPySciPyScikit-learnPandasKerasTensorflowPyTorchCNTKSpacyGensimNLTKCommunication

Required

Bachelor degree in Computer Science, Applied Mathematics, Data Science, Computational Physics/Chemistry or related technical subject area

Minimum of 5+ years of demonstrated experience developing and delivering effective machine learning models to serve business needs

Minimum of 2 years of relevant experience building NLP systems from ideation to production

Proficient in Probability Theory, Machine Learning, Inferential Statistics, Bayesian Statistics, Markov Chain Monte Carlo methods

Production experience with modern packages such as NumPy, SciPy, Scikit-learn, Pandas, Keras, Tensorflow, PyTorch, CNTK, Spacy, Gensim, NLTK

Strong communication skills when discussing technical concepts with technical and non-technical colleagues

Company

Swish Analytics

Swish Analytics operates as machine learning system for sports.

Founded in 2014

San Francisco, California, USA

11-50 employees

http://swishanalytics.com

H1B Sponsorship

Swish Analytics has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

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