Mayo Clinic · 11 hours ago
Principal Data Science Analyst - Radiology - Multimodal LLM
Rochester, MN
Full-time
Remote
Senior Level
$139K/yr - $209K/yr
5+ years exp
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Responsibilities
Data Scientists at Mayo Clinic perform detailed analysis of large bodies of heterogeneous data in order to discover new patterns and insights having an impact upon patient health and augmenting human capabilities.
Work with knowledge architects, informaticians and clinicians at Mayo, and partner outside companies to develop and deploy applications to bring AI and analytic solutions to nontechnical users, often at the point of care.
Designs and develops scripts or software applications to support data management, data extraction, data analysis, and AI as required.
This position may develop predictive and prescriptive models to address complex problems, discover insights, and identify opportunities using machine learning, statistical techniques, and data mining.
Provides Consultative Services at an enterprise level to departments/divisions and/or may lead scientific projects.
Provides deep data insights for complex business problems that can be approached with analytics techniques to collect, explore, and extract insights from structured and unstructured data.
Develops predictive and prescriptive models to address complex problems, discover insights, and identify opportunities using machine learning, statistical techniques, and data mining.
Makes presentations on assigned projects or proposals.
Conducts advanced data analysis and designs highly complex algorithm systems.
Functions independently and initiates judgment in handling delegated responsibilities.
Experience leading technical/quantitative teams.
Develops experimental design approaches to validate findings or test hypotheses.
Identifies/creates the appropriate algorithm to discover patterns.
Leads and directs the interpretation of data analysis and writing reports.
Qualification
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Required
Master's degree in a relevant field such as engineering, mathematics, computer science, health science, or other analytical/quantitative
Minimum of five years of professional or research experience in data science
Technical and business background/experience along with strong leadership skills
Good written and oral communication skills
Deep expertise in the use of scientific computing and data management packages
Ability to prioritize, organize, and delegate various tasks on projects
Demonstrated initiative in administration, education (seminars, training), software development, and technical reports
Demonstrated success in project management and communication skills
Demonstrated ability to develop predictive and prescriptive models on large-scale datasets to address various business problems through leveraging advanced statistical modeling, machine learning, or data mining techniques
Demonstrated application of several problem-solving methodologies, planning techniques, continuous improvement methods, project management methods, and analytical tools and methodologies (e.g. machine learning, statistical packages, modeling, etc.)
Ability to independently manage a varied workload of projects with multiple priorities and stay current on healthcare trends and enterprise changes
Excellent interpersonal skills to include presentation, negotiation, persuasion, and written communications skills
Exceptional time management
Excellent analytical skills, consulting skills, ability to identify and recommend solutions, advanced computer application skills and a commitment to customer service
Experience with data modeling and data exploration tools
Ability to understand cutting edge research and be able to translate this type of research in code and application
Domain knowledge in LLM/NLP and Multimodal applications
Deep theoretical understanding of the principles underlying foundation models, along with expertise in customizing these models for medical imaging applications
Necessary skills to validate these systems effectively
Preferred
PhD in a relevant field such as engineering, mathematics, computer science, health science, or other analytical/quantitative field
3-5 years of professional or research experience in data science and statistical/machine learning packages
Demonstrated ability to provide consultative services at an institutional or enterprise level to departments/divisions and committees from any Mayo entity requesting assistance
Company
Mayo Clinic
MayoClinic is a nonprofit medical practice and medical research group focused on integrated health care, education, and research.
10,001+ employees
H1B Sponsorship
Mayo Clinic 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
2023 (373)
2022 (524)
2021 (408)
2020 (537)
Funding
Current Stage
Late StageTotal Funding
$398.1MKey Investors
National Institute of Neurological Disorders and StrokeAmerican Heart AssociationJay Alix
2024-09-24Grant· $12M
2023-07-26Grant· Undisclosed
2019-10-31Grant· $15M
Leadership Team
Gianrico Farrugia
President & CEO
John Noseworthy
President & CEO
Recent News
Mobi Health News
2024-10-22
Medical Product Outsourcing
2024-06-03
Company data provided by crunchbase
