The DQO (http://dq.arm.gov/) is searching for a flexible particular person with expertise in Machine Studying to steer improvement of recent software program methods to research and detect failures in analysis grade atmospheric science knowledge collected from a number of deployments all through the world.
Date posted
Nov. 21, 2022 10:00 am
Utility 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 robust consideration to element and wonderful software program improvement expertise to affix the U.S. Division of Vitality’s (DOE) Atmospheric Radiation Measurement (ARM) Program Information High quality Workplace (DQO), situated within the Nationwide Climate Heart 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 steer improvement of recent software program methods to research and detect failures in analysis grade atmospheric science knowledge 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 prevailing DQO infrastructure in a position to detect failures and alert workers from collected knowledge.
The DQO helps the ARM Program (https://arm.gov/) by serving as the primary line of protection in discovering knowledge high quality points with the ultimate purpose of offering the science neighborhood with the very best high quality knowledge 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 information high quality, examine and assess the information, doc detected issues, take part of their decision, and talk knowledge high quality findings to end- customers of ARM knowledge. Members of the DQO are energetic in many alternative areas of the information stream course of, comparable to implementing requirements for knowledge merchandise, creating the software program essential to visualise and high quality management the information, and serving to to convey details about recognized issues to knowledge customers.
Duties and Obligations:
- Develop, practice, and take a look at fashions for suspect knowledge high quality detection utilizing ML approaches
- Develop and keep Python software program for displaying, inspecting, and assessing ARM knowledge
- Work with different ARM personnel to enhance and develop new knowledge high quality evaluation methods and visualizations
- Facilitate drawback decision and communication of information high quality issues with ARM infrastructure
- Assist mentor undergraduate pupil analysts who help within the evaluation of ARM knowledge
- Take part in related knowledge high quality analysis initiatives as alternatives come up
- Signify the DQO at conferences and conferences
Required Abilities 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 forth
Desire Will likely be Given to Candidates With:
- Information high quality evaluation background, significantly with giant datasets and automatic methods
- Proficiency with relational databases comparable to mySQL or PostgreSQL
- Expertise performing knowledge evaluation and visualization
- Expertise with scientific knowledge codecs comparable to netCDF
- Information, expertise, or earlier training specializing in meteorological instrumentation, atmospheric chemistry and/or aerosols, radar, lidar or atmospheric fluxes in addition to related knowledge high quality subjects
- Expertise with open-source improvement
To use for the place, please ahead your resume, cowl letter and listing of three references to:
College of Oklahoma CIWRO 120 David L. Boren Blvd., Suite 2100
Norman, OK 73072-7304
Job Requisition – ARM Information High quality
The College of Oklahoma is an equal alternative/Affirmative Motion employer
