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Machine Learning Engineer

Company: Infovision
Location: Plano
Posted on: May 3, 2021

Job Description:

Responsibilities:Use statistical and machine learning techniques to create scalable analytics solutions within the auto finance spaceEstablish scalable, efficient, automated processes for large scale data analysis, model development, model validation and model implementationDrive adoption of best practices across the Data Science organizationsDesign and architect modular and reusable code both for use in experiments as well as production environmentsDeliver production-ready codeWork with the broader Data Science to define the KPIs for machine learning projectsProvide technical/team guidance and training/mentorshipStay abreast of developments in research methodology and changing technologies in the marketplace and proactively identify applications of these latest developments to improve existing methodsPrepare and present findings to both technical and non-technical audiences Requirements:Qualifications:BA/BS degree or equivalent experience in Computer Science, Information Technology or related disciplinesExperience with cloud-native architecture and container orchestration (particularly Docker and Kubernetes) preferred.5+ years of production experience working in Data Science, Machine Learning or Software EngineeringExperience utilizing Github in the Machine Learning pipeline for best practice code management and collaborationSolid production experience using Python (including NumPy), PySpark, and SQLProduction experience with Apache SparkStrong fundamentals in problem-solving, algorithm design, and complexity analysisHands-on experience with web APIs, CI/CD for Machine Learning Experience implementing Machine Learning pipelines in production environments is a plusExperience working with data science within the financial service space is a plus Associated topics: .net, application, backend, back end, php, programming, python, sdet, software engineer, sw

Keywords: Infovision, Plano , Machine Learning Engineer, Other , Plano, Texas

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