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À propos
The Lemon Lab is a sensory neurobiology laboratory that is internationally recognized for research on the neuroscience of taste, thermosensation, and pain-related phenomena. The goal of our research is to contribute to a complete understanding of how sensory information is processed by the nervous system and how sensory neural messages engage emotional reactions and responses. This concept has basic neuroscience and health related implications for advancing understanding of mental health and well-being. We pursue our goal through studies in animal models using neurophysiology, molecular tools, genetics, behavior, computation, and experimental hardware development.
The Lab seeks to hire a motivated and independent data analyst to assist with development of machine learning analyses of animal behavior in neuroscience studies and hardware/electronics development related to data acquisition.
Essential Duties: Works with imaging acquisition hardware Manages and interprets master data, including creation, updates, and deletion Works with electronics and electronics circuits related to data acquisition Uses statistical tools, paying particular attention to trends and patterns that could be valuable for diagnostic and predictive analytics efforts Mines data from primary and secondary sources, reorganizing said data in various formats Manages users and user roles Provides quality assurance of imported data Commissions and decommissions data sets Processes confidential data and information according to guidelines Manages and designs the reporting environment, including data sources, security, and metadata Supports the data warehouse in identifying and revising reporting requirements Supports initiatives for data integrity and normalization Assesses tests and implements new or upgraded software, and assists with strategic decisions on new systems Generates reports and graphs describing data analysis Troubleshoots the reporting database environment and reports Evaluates changes and updates to source production systems Provides technical expertise on data storage structures, data mining, and data cleansing. Identifies opportunities for process improvements Creates appropriate documentation of the data analysis process Performs various duties as needed to successfully fulfill the function of the position Job Requirements
Required Education : Bachelor's degree,
AND :
24 months experience in computing programming and analysis or in related field Equivalency/Substitution : Will accept 48 months related experience in lieu of the Bachelor's degree for a total of 72 months experience
Skills :
Extensive computer programming/analysis experience in python, Matlab, R, or other languages Experience with machine learning/AI tools for analysis of complex neuroscience data Familiarity with DeepLabCut Ability to write code in python and apply machine learning tools to the analysis of imaging data Fluency with statistics necessary Ability to analyze existing tools and databases and provide software solution recommendations Ability to translate business requirements into non-technical, lay terms High-level experience in methodologies and processes for managing large scale databases Demonstrated experience in handling large data sets and relational databases Knowledge of addressing and metadata standards Ability to communicate verbally and in writing Detail oriented for accuracy of data and information Able to produce reports and complete work within deadlines Able to work well with interdepartmental teams and initiatives Advertised Physical Requirements :
Physical :
Must be able to engage in repetitive motions (manual dexterity) Ability to sit for short or extended periods of time Environmental :
Standard office work environment Departmental Preferences :
M.S. degree in data science or computer science preferred Two years employment or graduate student experience relevant to data analytics in a neuroscience laboratory preferred
Special Instructions : If you are selected as a final candidate for this position, you will be subject to The University of Oklahoma Norman Campus Tuberculosis Testing policy. To view the policy, visit https://hr.ou.edu/Policies-Handbooks/TB-Testing .
Why You Belong at the University of Oklahoma : The University of Oklahoma values our community's unique talents, perspectives, and experiences. At OU, we aspire to harness our innovation, creativity, and collaboration for the advancement of people everywhere. You Belong Here!
Equal Employment Opportunity Statement : The University, in compliance with all applicable federal and state laws and regulations, does not discriminate on the basis of race, color, national origin, sex, sexual orientation, marital status, genetic information, gender identity/expression (consistent with applicable law), age (40 or older), religion, disability, political beliefs, or status as a veteran in any of its policies, practices, or procedures. This includes but is not limited to admissions, employment, housing, financial aid, and educational services.
Compétences linguistiques
- English
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