Machine Learning Engineer – Healthcare Focused
Machine Learning EngineerMachine Learning EngineerFull TimeRemoteTeam 10,001+H1B No SponsorCompany SiteLinkedIn
Location
United States
Posted
81 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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