Geotypical Production Analyst

Overview

Aechelon Technology, Inc. is a leading producer of 3D simulator content, including geospecific visual/sensor databases and realistic 3D models. We seek people who share our passion for real‑time computer graphics and commitment to our mission of helping make our Nation’s pilots safer. We give you a chance to work with some of the most talented people in the graphics industry.

Geotypical Production Analyst 1

Aechelon Technology’s South San Francisco Headquarters.

• Ability to work independently with minimal supervision to execute program and internal tasks within milestones and deadlines.
• Use of Machine Learning and ML Model Training:
  • Data Collection and Annotation:
    Collecting and annotating training data, ensuring it is clean, labeled correctly, and sufficient for model training. This is most likely in vector and/or raster data related to features.
  • Data Preprocessing:
    Cleaning, normalizing, and preparing the data for model training, including handling missing values and outliers. This is passed back to the DAML team to update the model for the feature
    
    Gen tool.
  • Quality Assurance:
    Conducting quality assurance checks on data and models to identify issues and ensure reliability and accuracy of outputs.
  • Feedback Loop Management:
    Establishing and maintaining feedback loops to incorporate insights from model performance and user feedback into iterative improvements of the machine learning pipeline, mainly from use or interaction with the feature
    
    Gen tool.
  • Collaboration:
    
    Collaborating with cross‑functional teams, such as the DAML team and Integration team(s).
• Understanding of all program input (Spec Pointers, SME Input, Site Photo Surveys/other reference, Geospecific pointers, Maps & Charts, and other internal resources) as it relates to Geotypical production and QA processes.
• Production of “Area-of-Interest” and wide area feature population using advanced feature population processes/tools. Elements include but not limited to powerlines, railroads, walls, highways, point trees, ML generated trees, building generation, rooftop clutter, vector bridges, and lightmaps.
• Feature processing and QA support/revisions for all Geotypical feature content.
• Resolve Geotypical production content DRs (discrepancy reports).
• Geotypical Production support relating to internal tool development, testing, and research for potential 3rd party software options.

• Strong collaborative, critical thinking, and organizational skills.
• Proficient in the utilization and application of various GIS (Geographic Information System) operations, including but not limited to:
  • Data Layering (Overlay Analysis)
  • Spatial Querying
  • Buffering
  • Georeferencing
  • Spatial Joins
  • Spatial Relates
• Expertise in QGIS and/or ESRI ArcGIS geographic information system software.
• Understanding of 3D visual composition as it relates to real world data for simulation (e.g., 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.

• Use of QGIS and/or ESRI ArcGIS geographic information system software.
• Expertise with the Geotypical production tools and processes.
• Use of Jira Issue and Project tracking software.
• Basic scripting and macro creation knowledge.
• Use of Confluence corporate wiki.
• Use of Microsoft Office (MS Excel / MS Word).

• None

• BA or BS degree from an accredited college or university or equivalent employment history.

$65,000 - $80,000 USD per year. The above range is specific to California and may not be applicable to other locations. Final compensation is based on factors such as the candidate's skills, qualifications, and experience.

We offer a very attractive compensation package including competitive base salary, company performance‑based profit sharing, 401k, 100% employer paid health benefits (medical, dental, vision,…