Data Analyst

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The Pulmonary, Allergy, Critical Care, and Sleep Medicine Division is made of up approximately 70 clinical staff and over 100 research staff who work in a variety of locations including: Bridgeside Point, Biomedical Science Tower (BST), UPMC Hospitals including Presbyterian, Shadyside, East, Jameson and Mercy. The division provides world class services across 10 inpatient services at five hospitals and over 70,000 outpatient office visits. We have a major research mission that focuses on basic, clinical, and translational research on the lung, microbiome, COVID-19, sleep medicine, and allergy and immunology.

The applicant is expected to work on several aspects of the data lab and project-based tasks. The database custodian, including multimodal, multigranular, continuous ICU data collection databased called MLADI (machine learning for acute disease instability) arrangement and maintenance. He/she is expected to communicate with the HSRDC or CRCD for data import and storage. The database would also need a web-based interface for other researchers to use (in the planning phase), for which we expect the applicant to help building the interface with the PI. In addition, the applicant is expected to polish and maintain pre-processing and featurization of waveforms library. With above activities, we expect the applicant could be able to achieve academic presentation / publication materials, which would be a milestone for him/her to grow in one''s professional career as well.

Knowledge on objective-oriented programming language including Python (intermediate level) is required. Knowledge on recent advancement of computer science could be helpful, including foundation model.

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Evaluates business requirements and performs moderately advanced data integration and analysis. Develops moderately advanced analytical and reporting tools utilizing integrated data. Provides technical support.

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Evaluates business requirements and performs moderately advanced data integration and analysis. Develops moderately advanced analytical and reporting tools utilizing integrated data. Provides technical support.

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1) Database custodian - MLADI database maintenance, communicating with the institution with any new inflow data to MLADI. Inflow to MLADI dataset will be managed by the applicant. Communication with HSRDC (sometimes CRCD) could be needed.

2) Web-based interface - MLADI would need a facade to function as open-source, and that will be in a form of web page.

3) Pre-processing / featurization of waves and other modalities including text and sometime image and communicate with extramural team for the delivery of such data as needed for research collaboration. One example is to contribute to currently ongoing CHORUS (nationwide data collection and utilization consortium) efforts.

4) Build ML model, prepare presentation, contribute to manuscript for a specific research project. In lieu of the lab''s current projects, especially on projects with fundings that support the salary, he/she will participate to help disseminate science.

'',''!*!

1) Database custodian - MLADI database maintenance, communicating with the institution with any new inflow data to MLADI. Inflow to MLADI dataset will be managed by the applicant. Communication with HSRDC (sometimes CRCD) could be needed.

2) Web-based interface - MLADI would need a facade to function as open-source, and that will be in a form of web page.

3) Pre-processing / featurization of waves and other modalities including text and sometime image and communicate with extramural team for the delivery of such data as needed for research collaboration. One example is to contribute to currently ongoing CHORUS (nationwide data collection and utilization consortium) efforts.

4) Build ML model, prepare presentation, contribute to manuscript for a specific research project. In lieu of the lab''s current projects, especially on projects with fundings that support the salary, he/she will participate to help disseminate science.

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Must be able to sit/stand for up to 8 hours.

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Must be able to sit/stand for up to 8 hours.

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The University of Pittsburgh is an equal opportunity employer / disability / veteran.

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