Data Scientist II - Research Analytics and Intelligence (rAI)
Data Scientist II - Research Analytics and Intelligence (rAI)
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$ 70000 - 80000
1 Vacancy
Job Description
Data Scientist II
The College of Medicine Office of Research (OR) is seeking a Data Scientist II. This position will work with the Assistant Director of Research Data Management and Analytics to further build out the Research Analytics and Intelligence (rAI) unit within the office. The Data Scientist II will work within a multidisciplinary team of AI basic and clinical researches IT and data analysts medical sciences research administrators and coordinators and other subject matter experts. The Analyst will work with OR leadership to define priorities and develop project roadmaps focused on the College of Medicine research mission through the investigation and operationalization of strategic intelligence foresight and analytics for research and discovery. The candidate will support eh OR leadership team on research portfolio analysis research community and research topic analysis faculty recruitment and retention support and large grant development analytics. The candidate will be able to employ stateoftheart machine learning (both supervised and unsupervised) and other statistical and data visualization techniques of big data mining / data science to produce these tools and reports.
The incumbent will possess the experience and expertise to conduct indepth data mining define detailed data exploration and analytical protocols have a strong statistical background to generalize methodologies is proficient in the application of artificial intelligence predictive modeling data visualization for the business solutions and academic biomedical research and development.
If you want to be a part of a team that champions one another dreams big and aims high we invite you to explore this opportunity further!
About This Role
Clinical Research Analytics and Report Creation
- Provide support for the College of Medicines Clinical Research Hub (CRH) mission through complex datadriven investigations with internal and external partners.
- Lead the planning and execution of data projects ensuring alignment with business objectives by defining scopes goals and deliverables in collaboration with stakeholders. Translate business requirements into technical solutions by building quality of life software tools that automate current manual processes.
- Design develop and maintain robust APIs and data pipelines to automate data extraction transformation and loading (ETL). Collect clean and preprocess raw data from diverse sources to ensure high quality and readiness for analysis.
- Conduct indepth data mining to evaluate clinical research metrics data define detailed data exploration and analytical protocols and have a strong statistical background to generalize methodologies.
- Identify potential data problems from the requested data or analytical queries and to take appropriate action to guide the resolution process.
- Design methodologies document analyses and translate findings into easily accessible reports/presentations and interactive visualizations.
- Build and maintain relational distributed and databases that support customer applications for the Clinical Research Hub. Utilize federated learning platforms to implement deep learning models.
- Process integrate filter analyze validate and visualize multivariate and multimodal datasets for institutional reporting from local databases for the Clinical Research Hub.
- Ensure quality consistency and validity of large multimodal datasets for the Clinical Research Hub.
Research Intelligence
- Leverage advanced statistical modeling artificial intelligence/machine learning and big data to tailor accurate precise and meaningful intelligence solutions to administrators and faculty leaders.
- Collaborate with the College of Medicines Office of Research leadership to develop approaches for mapping the network of research interests and scientific investigations within the research enterprise and automate the identification of federal grant and legislative opportunities that align with those interests.
About COMs Office of Research
The College of Medicines Office of Research collaborates closely with faculty research leaders and University administration to drive strategic initiatives that enhance research excellence and healthcare outcomes. The Office of Research focuses on diversifying their funding portfolio interpreting sponsor guidelines and facilitating collaborative interdisciplinary research. This office provides vital administrative support to ensure compliance and promote research excellence across basic translational and clinical sciences.
For more information about the College of Medicines Office of Research and its goals visit College of Medicine Office of Research.
We Offer Exceptional Benefits
- Lowcost State Health Plans: Medical Dental and Vision Insurance
- Life and Disability Insurance
- Generous Retirement Options to Secure Your Future
- Comprehensive Paid Time Off Package (including 11 paid holidays as well as paid family sick and vacation leave)
- Exceptional Personal and Professional Development Opportunities (UF Training & Organization Development including leadership development LinkedIn Learning amongst other opportunities)
- Tuition Assistance (UF Employee Education Program)
- Public Service Loan Forgiveness (PSLF) Eligible Employer
About the City of Gainesville
Home to the University of Florida one of the nations top public universities Gainesville offers vibrant academic and healthcare communities alongside an affordable cost of living no state income tax and mild winters. Enjoy the outdoors with over 30 miles of bike trails freshwater springs and numerous water activities plus easy access to beaches and worldclass theme parks.
Gainesville combines historic charm with modern amenities including a great school system a lively downtown and a thriving local culture with farmers markets and craft breweries. Discover professional growth and quality of life in Gainesvillewhere community innovation and worklife balance meet!
For more information check out:The Guide to Greater GainesvilleandExplore Gainesville in 60 seconds
$70000 $80000
The ideal candidate will possess:
- Ph.D. M.S. or B.S. in Computer Science Engineering Math Statistics or a related field.
- Advanced proficiency in programming languages like Javascript Python and Java.
- Experience with designing building and maintaining APIs and microservices using frameworks like Flask Django. Understanding of REST architecture HTTP protocol OAuth.
- Familiarity with databases (SQL and NoSQL) and understanding CRUD operations for database management systems like OracleDB MySQL MongoDb with experience.
- Familiarity with tools and platforms like Docker Kubernetes TensorFlow Serving and cloud services (e.g. AWS Google Cloud Azure).
- Basic Software DevOps (Git GitHub version control Postman Swagger).
- Proven track record of successful ML implementations with experience developing and evaluating ML/DL models and summarizing and visualizing results.
- Experience in artificial intelligence machine learning and data engineering and the experience and expertise in the application of artificial intelligence predictive modeling data visualization for the business solutions and academic biomedical research and development.
- Familiarity with libraries such as PyTorch TensorFlow NLTK spaCy and Hugging Face Transformers.
- Understanding of NLP techniques and tools including tokenization partofspeech tagging named entity recognition and sentiment analysis.
- Experience with neutral networks and deep learning architectures such as CNNs RNNs LSTMs GANs and transformers.
- Ability to create insightful visualizations using tools like Matplotlib Seaborn Plotly and Tableau.
- Techniques for model tuning hyperparameter optimization and performance improvement.
- Strong interpersonal skills cando attitude and ability to work both independently and as a team player in a fastpaced crosscultural environment.
- Tenacious selfdirected and pragmatic with a growth mindset always learning new technologies and capable of creative problemsolving and effective communication under uncertainty.
To be considered please upload the following documents with your application:
- Cover Letter
- Resume
- Contact information for three professional references
If an accommodation due to a disability is needed to apply for this position please callor the Florida Relay System at(TDD).
This is a timelimited position.
Application must be submitted by 11:55 p.m. (ET) of the posting end date.
Employment Type
Full-Time
