Geotypical Production Modeler

South San Francisco, CAfull timeOn Site

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$70k–$90k

H1B: no

Aechelon Technology The Geotypical Production Modeler produces area-of-interest and wide area feature populations for the company's visual database using GIS software and advanced feature population tools. This role involves machine learning model training, data collection and annotation, quality assurance, and collaboration with cross-functional teams.

Responsibilities

Work independently to execute program and internal tasks within milestones and deadlines
Collect and annotate training data for model training
Preprocess data including cleaning and normalizing for model training
Conduct quality assurance checks on data and models
Manage feedback loops for iterative improvements of the machine learning pipeline
Collaborate with DAML and Integration teams
Produce area-of-interest and wide area feature population using advanced tools
Support feature processing and QA revisions for Geotypical feature content
Resolve Geotypical production content discrepancy reports
Support internal tool development, testing, and research for potential 3rd party software

Qualification

Strong collaborativeUnited States citizenship requiredDESIRED COMPETENCIES

Required

Strong collaborative, critical thinking, and organizational skills.
Expertise in QGIS and/or ESRI ArcGIS geographic information system software.
Expertise with the Geotypical production tools and processes.
An understanding of 3D visual composition as it relates to real world data for simulation. (i.e., relative scaling, spatial orientation, color, texture)
Basic knowledge and experience using the Cygwin bash shell.
Basic knowledge and experience using Perforce revision control.
Experience working in a Microsoft Windows based environment.
United States citizenship required, due to restrictions on access to certain data and information.
DESIRED COMPETENCIES:
Use of QGIS and/or ESRI ArcGIS geographic information system software.
Use of Jira Issue and Project tracking software.
Basic scripting and macro creation knowledge.

Benefits

401(k)

Company

Aechelon Technology

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Source: greenhouse

Active within the past hour

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Machine LearningML Model TrainingQGISESRI ArcGISfeatureGen tool

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Geotypical Production Modeler at Aechelon Technology · LumiJobs