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The DQO (http://dq.arm.gov/) is searching for a flexible particular person with expertise in Machine Studying to guide improvement of latest software program methods to investigate and detect failures in analysis grade atmospheric science information collected from a number of deployments all through the world.
Date posted
Nov. 21, 2022 10:00 am
Software deadline
Dec. 21, 2022 5:00 pm
Group
CIWRO on the College of Oklahoma
Location
Job description
The Cooperative Institute for Extreme and Excessive-Impression Climate Analysis and Operations (CIWRO – https://ciwro.ou.edu/) is searching for a Analysis Affiliate with sturdy consideration to element and wonderful software program improvement expertise to affix the U.S. Division of Vitality’s (DOE) Atmospheric Radiation Measurement (ARM) Program Knowledge High quality Workplace (DQO), positioned within the Nationwide Climate Middle on the College of Oklahoma in Norman, Oklahoma.
The DQO (http://dq.arm.gov/) is searching for a flexible particular person with expertise in Machine Studying to guide improvement of latest software program methods to investigate and detect failures in analysis grade atmospheric science information collected from a number of deployments all through the world. The first accountability of the place is to implement established machine studying methods into the present DQO infrastructure in a position to detect failures and alert employees from collected information.
The DQO helps the ARM Program (https://arm.gov/) by serving as the primary line of protection in discovering information high quality points with the ultimate aim of offering the science neighborhood with the very best high quality information doable. The first obligations of the DQO are, in shut cooperation with different members of the ARM infrastructure, to create automated processes for evaluation of knowledge high quality, examine and assess the information, doc detected issues, take part of their decision, and talk information high quality findings to end- customers of ARM information. Members of the DQO are energetic in many various areas of the information circulation course of, comparable to imposing requirements for information merchandise, creating the software program vital to visualise and high quality management the information, and serving to to convey details about recognized issues to information customers.
Duties and Duties:
- Develop, prepare, and check fashions for suspect information high quality detection utilizing ML approaches
- Develop and keep Python software program for displaying, inspecting, and assessing ARM information
- Work with different ARM personnel to enhance and develop new information high quality evaluation methods and visualizations
- Facilitate downside decision and communication of knowledge high quality issues with ARM infrastructure
- Assist mentor undergraduate scholar analysts who help within the evaluation of ARM information
- Take part in related information high quality analysis tasks as alternatives come up
- Symbolize the DQO at conferences and conferences
Required Expertise and {Qualifications}:
- M.S. in atmospheric science, earth system science, meteorology, pc science, engineering or associated subject, or a B.S. in the identical plus two years of related work expertise
- Familiarity with command-line Linux environments
- Expertise with Git and collaborative software program improvement
- Expertise with deep studying frameworks comparable to PyTorch, Tensorflow, and so on
Desire Will likely be Given to Candidates With:
- Knowledge high quality evaluation background, notably with massive datasets and automatic methods
- Proficiency with relational databases comparable to mySQL or PostgreSQL
- Expertise performing information evaluation and visualization
- Expertise with scientific information codecs comparable to netCDF
- Information, expertise, or earlier schooling specializing in meteorological instrumentation, atmospheric chemistry and/or aerosols, radar, lidar or atmospheric fluxes in addition to related information high quality subjects
- Expertise with open-source improvement
To use for the place, please ahead your resume, cowl letter and record of three references to:
College of Oklahoma CIWRO 120 David L. Boren Blvd., Suite 2100
Norman, OK 73072-7304
Job Requisition – ARM Knowledge High quality
The College of Oklahoma is an equal alternative/Affirmative Motion employer
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