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SMPC Data Contractor | Smpc Data Contractor in Job Job at Roche and Genentech | 7233713587

Praneeth Patlola

This listing was posted on Willhire.

SMPC Data Contractor

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Location:
South San Francisco
Description:

<p>End-to-end, input-agnostic data pipeline for RAPTR automation platform</p><p><!--[if !supportLists]-->●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Point person to interact with Labman software engineer on robotics/analytical back end</p><p><!--[if !supportLists]-->○&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->No current internal expert serving this role</p><p><!--[if !supportLists]-->●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Build gSheet platform to interface with ELN, robotics, database, and analytics systems</p><p><!--[if !supportLists]-->○&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Borrow what we can from Basel system</p><p><!--[if !supportLists]-->●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Design and implement extraction protocol for raw Agilent LC-MS data</p><p><!--[if !supportLists]-->○&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Not trivial, but temporary solutions available (e.g., MGears)</p><p><!--[if !supportLists]-->●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Adapt apps script code to allow for communication with AWS database</p><p><!--[if !supportLists]-->○&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Key challenge, hopefully able to address this with gCS guidance</p><p><!--[if !supportLists]-->●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Adopt and deploy RoSL/HORSS Spotfire analytics dashboard for use with RAPTR</p><p>&nbsp;</p><p>&nbsp;</p><p>ML-centric Database Development (rolling basis &ndash; full term of contract)</p><p>&nbsp;</p><p>AWS database for reaction data, analytical data, and molecule ID/parameter storage</p><p><!--[if !supportLists]-->●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Carry on work of Roche apprentice to develop AWS database</p><p><!--[if !supportLists]-->○&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Emphasis on analytical data and ML parameter storage</p><p>&nbsp;</p><p>&nbsp;</p><p>MLOps / Web Apps (time-permitting)</p><p>&nbsp;</p><p>Production and maintenance of ML models within SMPS</p><p><!--[if !supportLists]-->●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Work with gCS to host current ML models on Weights &amp; Biases platform</p><p><!--[if !supportLists]-->○&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Rich can do this, but it would be better if we can shift the workload</p><p><!--[if !supportLists]-->●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->Build and deploy web apps for ingesting data into / querying AWS database</p><p><!--[if !supportLists]-->○&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <!--[endif]-->POC in progress, can expand to various applications as needed</p>
Education/experience:
2 To 5 Years
Company:
Roche And Genentech
Posted:
April 10 on Willhire
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