Machine Learning Engineer – Healthcare Focused

Machine Learning EngineerMachine Learning EngineerFull TimeRemoteTeam 10,001+H1B No SponsorCompany SiteLinkedIn

Location

United States

Posted

82 days ago

Salary

Not specified

Bachelor Degree3 yrs expEnglishAzureCloudJavaOpen SourcePythonSOAP

Job Description

• Data mining, data cleaning, data engineering. • Select features, build, and optimize classifiers for the use of machine learning techniques. • Develop new ML algorithms to find predictive patterns. • Establish meaningful criteria for evaluating algorithm performance and suitability. • Automate model training and testing and deployment via machine learning continuous delivery pipelines. • Implement working, scalable, production-ready Machine Learning and AI Process Automation models and code. • Optimize processes for maximum speed, performance and accuracy. • Keep up to date with Machine Learning best practices and evolving open source frameworks. • Work in an agile team in a scrum process, collaborating closely with software engineers, data scientists, data engineers, subject domain experts and QA analysts.

Job Requirements

  • Bachelor's degree in Machine Learning, Computer Science, Computer Linguistics, Mathematics, or related field AND three (3) years of experience with Machine Learning techniques with in-depth understanding of machine learning algorithms and modeling OR Master’s Degree AND one (1) year of experience with Machine Learning techniques with in-depth understanding of machine learning algorithms and modeling
  • Publications at top-tier peer-reviewed conferences or journals.
  • Successful Kaggle competition with top ranking.
  • Experience with healthcare and/or finance.
  • Experience in data science, mathematics.
  • 3 years of software development experience.
  • Experience in programming languages like Python and Java.
  • Experience working with cloud-based services and systems including one or more of Amazon ML, Microsoft Azure, Google Cloud ML, or similar.
  • Experience in object-oriented design, data structures, high-performance computing.
  • Experiences using system monitoring tools and automated testing frameworks.
  • Experience delivering systems and services with large scale deployment of machine learning products.
  • Experience in building natural language processing and computer vision systems.
  • Experience with Agile and Scrum Software Development methodologies.
  • Experience with SOA standards, including SOAP, REST, WSDL, XML, XSD, XSLT, UDDI.

Benefits

  • Normal office environment
  • Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions

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