Biostatistician 2- Applied AI/ML Associate 2
Biostatistician 2- Applied AI/ML Associate 2
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Job Description
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The Hussman Institute has an exciting opportunity for a Biostatistician 2- Applied AI/ML Associate 2 position. The incumbent provides advanced expertise in artificial intelligence and machine learning developing innovative analytical approaches in collaboration with project principal investigators. This role entails creating detailed reports to document analytic processes and results as well as contributing to the design and validation of robust protocols for collecting verifying managing and analyzing large-scale genotypic and phenotypic datasets. Furthermore the AI/ML Scientist 2 acts as the primary liaison between junior AI/ML specialists in the department and broader research teams ensuring that cutting-edge methods are consistently integrated into complex research initiatives.
CORE JOB FUNCTIONS
Leads the creation of sophisticated AI/ML-based analysis strategies defining detailed specifications for data handling consistency checks model outputs and visualizations.
Serves as the primary point of contact for research teams addressing complex machine learning questions advanced genetic analysis and ensuring alignment with scientific and clinical objectives.
Oversees data processing executes advanced AI/ML methods and synthesizes findings for large research projects emphasizing innovative solutions and practical applications.
Translates complex model results into clear actionable insights and authors comprehensive methodological sections for study documentation and publications.
Prepares detailed summaries for grant progress reports presentations and peer-reviewed articles tailoring the depth of ML content to varied audiences.
Maintains and documents extensive project databases and AI/ML models upholding rigorous standards for version control data security and compliance.
Advises study investigators on selecting and refining appropriate AI/ML techniques proactively identifying opportunities for methodological improvements.
Provides advanced support to overcome modeling barriers coordinating with other data scientists methodologists and statisticians to ensure best-in-class solutions.
Strictly follows University policies and procedures safeguarding research integrity and institutional resources.
This list of duties and responsibilities is not intended to be all-inclusive and may be expanded to include other duties or responsibilities as necessary.
CORE QUALIFICATIONS
Masters degree in relevant field
Minimum 5 years of relevant experience
DEPARTMENT ADDENDUM
Department Specific Functions
Lead the design and implementation of comprehensive quality control frameworks and standardization protocols to ensure the accuracy reliability and reproducibility of genetic data for both research and clinical applications. Develop and refine advanced ML strategies that integrate genomic data with other omics layers (e.g. proteomics metabolomics) and clinical information enhancing our capacity to model disease processes and predict individual risk more precisely. Oversee the end-to-end development of cutting-edge ML models to predict genetic disease risk from large-scale genomic datasets ensuring robust performance and the incorporation of diverse biological datasets for more accurate insights. Apply expert-level skills in phasing haplotyping and local/global ancestry determination driving complex analyses of genetic diversity across populations and informing innovative approaches in population genetics and statistical genetics. Provide leadership in the conception and execution of interdisciplinary research projects leveraging ML insights from genetic data to inform personalized medicine strategies and drive forward-thinking treatment paradigms. Contribute substantially to grant proposal development and funding applications by offering advanced expertise in genetics ML and data management thereby increasing the potential for securing departmental research resources.
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The University of Miami offers competitive salaries and a comprehensive benefits package including medical dental tuition remission and more.
UHealth-University of Miami Health System South Floridas only university-based health system provides leading-edge patient care powered by the ground breaking research and medical education at the Miller School of Medicine. As an academic medical center we are proud to serve South Florida Latin America and the Caribbean. Our physicians represent more than 100 specialties and sub-specialties and have more than one million patient encounters each year. Our tradition of excellence has earned worldwide recognition for outstanding teaching research and patient care. Were the challenge youve been looking for.
The University of Miami is an Equal Opportunity Employer - Females/Minorities/Protected Veterans/Individuals with Disabilities are encouraged to apply. Applicants and employees are protected from discrimination based on certain categories protected by Federal law. Click here for additional information.
Job Status:
Full timeEmployee Type:
StaffPay Grade:
A12Required Experience:
IC
Employment Type
Full-Time
