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Senior Applied ML Engineer

Company: ProArch Consulting Services
Location: San Francisco
Posted on: February 25, 2021

Job Description:

Company Description:We are developing a next-gen platform to revolutionize the insurance industry, making it faster, cheaper, and more equitable for everyone with machines that use deep comprehension and vast data access to guide humans to make optimal decisions over large numbers of claims. The result is potential savings in the hundreds of millions, increased fairness, and added precision to insurance pricing.Required Skills: Machine Learning, Python, Pandas, Documentation, DatabasesJob Description:We are seeking a talented machine learning engineer who wants to work in the following areas: machine learning, natural language processing, information extraction, graph models, and AI architectures. The ideal candidate wants to join a close-knit group and make a big impact. You thrive in an ambiguous environment and are intrinsically motivated. You will be the technical owner of a new, complex machine learning project, work closely with our machine learning product manager, map out the opportunity, and launch a solution in production.General Requirements:* Works well with PM to map business requirements to ML architectures * Acted as owner of applied ML project from conception to shipping (1 or more) * Acted as part of an ML team that shipped a product * Expert developer who uses writes clean, efficient, easy to understand code with unit tests, functional design patterns * Expert in Python 3 and Pandas or equivalent data manipulation library * Expert data architect eager to solve complex, multi dimensional big data problems with advanced strategic leverage of databases, data assets, and DAG pipeline * Excellent document writing skills * Extreme creativity and resourcefulness, appetite to solve previously unsolved problemsNice to haves:* Extreme self-starter and self-motivator * Holds self to extremely high standards, and inspires others to do the same * Open to giving and receiving critical feedback * Believes in the mission of the company, cares about fundamental fairness * Able to handle the ups and downs of early startup life * Enthusiasm for team work and pair work * Kind, empathetic, polite, and professionalResponsibilities:* Work with PM to map business requirements to a machine learning solution * Ingest and clean raw client data * Integrate into our machine learning platform * Build, tune, evaluate models (create custom evaluation strategies) * Reproduce ML prototype in a live production environment

Keywords: ProArch Consulting Services, San Francisco , Senior Applied ML Engineer, Engineering , San Francisco, California

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