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WVU Medicine · 2 weeks ago

Machine Learning Engineer Remote - Healthcare Focused

United States

Full-time

Remote

Mid Level

3+ years exp

WVU Medicine is a healthcare organization focused on operational improvements through data science. The role involves creating and delivering Machine Learning models, collaborating with a multi-disciplinary team to enhance healthcare data analytics and operational efficiency.

Health CareHospitalMedical

H1B Sponsor Likely

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

Qualification

Machine LearningPythonCloud ServicesNatural Language ProcessingComputer VisionData EngineeringAgile MethodologiesSoftware DevelopmentStatistical AnalysisData SecurityTechnical WritingCommunication 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 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

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

Publications at top-tier peer-reviewed conferences or journals

Successful Kaggle competition with top ranking

Company

WVU Medicine

Glassdoor3.6

West Virginia University Health System is a non-profit organization that offers a full range of healthcare services.

Founded in 1898

Morgantown, West Virginia, USA

10001+ employees

https://wvumedicine.org/

H1B Sponsorship

WVU Medicine has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2025 (9)

2024 (11)

2023 (9)

2022 (9)

2021 (7)

2020 (6)