Machine Learning Engineer jobs in United States
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GHR Healthcare · 5 hours ago

Machine Learning Engineer

GHR Healthcare is seeking a Machine Learning Engineer to create and deliver ML models that drive operational improvements in healthcare. The role involves collaborating with a multi-disciplinary team to develop scalable solutions that support organizational objectives.

Health CareStaffing Agency
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Hiring Manager
Ken Large
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Responsibilities

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
The ideal candidate combines deep technical expertise in machine learning with strong business acumen—able to translate ambiguous business challenges into data-driven solutions. This person partners closely with stakeholders to understand operational needs, frame analytical problems, and deliver models and systems that drive measurable business impact

Qualification

Machine Learning techniquesHealthcare industry experiencePython programmingCloud-based servicesSoftware development experienceNatural language processingComputer vision systemsAgile methodologiesData miningData cleaningData engineeringApplied statisticsData security principlesCommunication skills

Required

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
Experience working in the healthcare industry
Knowledge of software engineering practices and best practices for the full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations
Applied statistics skills
Good written and verbal communication skills, including technical writing and PowerPoint presentations
Adept at presenting complex topics, influencing and executing with timely and actionable follow-through
Ability to clearly and concisely communicate with technical and non-technical customers both verbally and in writing
Thorough understanding of the principles of data security, particularly personally-identifiable information and protected health information
Thorough understanding of copyright compliance, intellectual property, and corporate identity programs

Preferred

PhD
Publications at top-tier peer-reviewed conferences or journals
Experience working in a multi-hospital healthcare system
Experience in data science, mathematics
7 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, and 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

Company

GHR Healthcare

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GHR Healthcare is a healthcare and community-based staffing agency, offering specialized, total-system workforce solutions across the US.

Funding

Current Stage
Late Stage
Total Funding
unknown
2017-05-11Acquired

Leadership Team

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John Quirk
Chief Executive Officer
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Daniel Matteson
Chief Revenue Officer (CRO)
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Company data provided by crunchbase