Scorpion

Valencia, CA
501-1,000 employees
Scorpion is a premium provider of marketing and technology solutions to the legal, home services, franchise, and healthcare industries.

Senior Machine Learning Engineer

Senior Machine Learning Engineer

About the Senior Machine Learning Engineer role:
As a Senior Machine Learning Engineer at Scorpion, you’ll work with our growing data science team to develop data products for Scorpion and its clients. We’re looking for a highly skilled mathematician and python developer who will be excited to build new models and iterate on our existing suite of machine learning models. 

Responsibilities:

    • Bring extensive modeling expertise to the table when new projects are being prototyped and designed
    • Improve the accuracy and scalability of existing models by using advanced feature engineering and modeling methods
    • Support model monitoring efforts to any model degradation or application errors
    • Continue development of existing feature stores
    • Mentor junior members of the team to improve their modeling abilities
    • Validate production models and analyze the performance of existing models
    • Assessing the usefulness of new data sources, transformations, and modeling techniques

Qualifications:

    • Extensive industry modeling experience (Masters/Ph.D. in Statistics/Data Science/Machine Learning/etc. and one prior role as a machine learning engineer OR 5+ years applied modeling experience)
    • 5+ years of Python development experience
    • Experience with machine learning cloud deployment (AWS/Azure/etc.)
    • Python Expertise (including extensive experience with pandas/numpy/scikit-learn/xgboost/etc. - Bonus if applied experience with PyMC3)
    • Statistics expertise (A/B Testing, experiment design, Bayesian methods, etc.)
    • A deep understanding of common machine learning algorithms (RF, SVM, LR, GBDT, GLMs, etc.) as well as probabilistic modeling. (Bonus if the experience with NLP and/or NNs)
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