The center aims to create a comprehensive Human Molecular Atlas of Aging that spans multiple biological levels, including DNA, RNA, proteins, small molecules, organelles, and cells. The center will ...
The center aims to create a comprehensive Human Molecular Atlas of Aging that spans multiple biological levels, including DNA, RNA, proteins, small molecules, organelles, and cells. The center will ...
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Full-time
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Texas Tech University rating
7.0
Based on 93 frontline employees who took The Breakroom Quiz
440th of 623 rated colleges and universities
Job description
Performs specialized Post Doctoral work in the planning, conducting and/or supervision of original research. Responsible for participating in a research project associated with PhD studies and the interpretation of the results of publication. Work is performed under supervision of graduate faculty members with evaluation based on accomplishment of assigned objectives and overall effectiveness of project. May supervise research and student assistants.
Major/Essential Functions
- Develop and implement computational statistical methods for analyzing large-scale, heterogeneous, and multi-type datasets (e.g., continuous, categorical, functional, spatial, temporal, genomic, medical images).
- Design Bayesian models and inference algorithms, including hierarchical models, latent variable frameworks, and Bayesian computation (MCMC, variational inference, sequential Monte Carlo).
- Integrate multi-modal data sources using advanced statistical fusion techniques, joint modeling, and representation learning to extract coherent signals across disparate data types.
- Build and evaluate machine learning models-supervised, unsupervised, and semi-supervised-tailored to scientific or engineering applications requiring statistical rigor and interpretability.
- Develop scalable algorithms for high-performance computing environments, including parallelization, GPU-based computation, and optimization of statistical workflows.
- Quantify uncertainty in predictive models using Bayesian posterior analysis, bootstrap methods, and sensitivity analysis to ensure robust scientific conclusions.
- Collaborate with domain scientists to translate statistical ideas into actionable insights, ensuring methodological choices align with scientific objectives of HMAC.
- Develop reproducible research pipelines using software tools (e.g., Python, R, Stan, Matlab, PyMC, TensorFlow) and maintain high standards of documentation and code quality.
Required Qualifications
PhD in area of project specialization. Knowledge of modern research practices, the methods, resources, and standards thereof. Ability to organize work effectively, conceptualize and prioritize objectives and exercise independent judgment based on an understanding of organizational policies and activities. Ability to integrate resources, policies, and information for the determination of procedures, solutions and other outcomes. Ability to establish and maintain effective work relationships with other employees and the public. Ability to plan and allocate the workload of employees, providing direct training and supervision as needed.
About the Department and/or College
This position will be housed in the Human Molecular Aging Center and will work in collaboration with the department of Mathematics and Statistics.
The Human Molecular Aging Center (HMAC) is focused on advancing the understanding of molecular damage in brain aging. The center aims to create a comprehensive Human Molecular Atlas of Aging that spans multiple biological levels, including DNA, RNA, proteins, small molecules, organelles, and cells. The center will utilize cutting-edge analytical, biochemical, biophysical, and computational tools to explore molecular aging, with the goal of developing interventions to target the deleteriome and improve health span and longevity.
Safety Information
Adherence to robust safety practices and compliance with all applicable health and safety regulations are responsibilities of all TTU employees.
Pay Statement
Compensation is commensurate upon the qualifications of the individual selected and budgetary guidelines of the hiring department, as well as the institutional pay plan.
EEO Statement
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, age, disability, genetic information or status as a protected veteran.
About the University
Founded in 1923, Texas Tech University began with a mission to serve the needs of West Texas, but its impact has always reached far beyond. Today, Texas Tech, located in Lubbock (pop. 300,000+), is home to a vibrant community of more than 42,000 students.Texas Tech's 1,800-acre campus showcases Spanish Renaissance architecture and is home to one of the country's largest public art collections. Its 13 colleges include a prestigious School of Law and a distinguished School of Veterinary Medicine. These programs equip students with the skills and knowledge needed to excel in their respective fields. Built on the values of West Texas - hard work, grit and authenticity - the university graduates students who are deeply engaged in service to their communities and well-positioned to succeed in the world. Texas Tech is committed to achieving research and scholarly accomplishments that compare favorably to the member institutions of the Association of American Universities (AAU). For more than 100 years, Texas Tech has been a premier destination for those seeking a world-class education and a unique, personalized experience as a member of the Red Raider family.
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About Texas Tech University
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Committed to teaching and the advancement of knowledge, Texas Tech University, a comprehensive public research university, provides the highest standards of excellence in higher education, fosters intellectual and personal development, and stimulates meaningful research and service to humankind.
Industry
Colleges, universities, and professional schools
Company size
5,001 - 10,000 Employees
Headquarters location
Lubbock, TX, US
Year founded
1923