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About the Role

Aechelon Technology, Inc. is a leading producer of 3D simulator content. We seek individuals passionate about real-time computer graphics to contribute to our mission of enhancing pilot safety. This role offers the opportunity to collaborate with top talent in the graphics industry.

Responsibilities

• Produce "Area-of-Interest" and wide area feature population using advanced geographic information system software techniques and advanced feature population processes/tools leveraging machine learning and automation.
• Collect and annotate training data, ensuring accuracy and sufficiency for model training.
• Preprocess data, including cleaning, normalizing, and handling missing values and outliers.
• Conduct quality assurance checks on data and models.
• Manage feedback loops to iteratively improve the machine learning pipeline.
• Collaborate with cross-functional teams, including the DAML and Integration teams.
• Understand all program inputs related to Geotypical production and QA processes.
• Produce "Area-of-Interest" and wide area feature population, including elements like powerlines, railroads, walls, highways, trees, buildings, rooftop clutter, bridges, and lightmaps.
• Provide feature processing and QA support/revisions for Geotypical feature content.
• Resolve Geotypical production content discrepancy reports (DRs).
• Support internal tool development, testing, and research for potential 3rd party software options related to Geotypical production.

Requirements

• Strong collaborative, critical thinking, and organizational skills.
• Proficient in GIS operations including Data Layering, Spatial Querying, Buffering, Georeferencing, Spatial Joins, and 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.
• 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.

Skills

• Machine Learning
• ML Model Training
• Data Collection
• Data Annotation
• Data Preprocessing
• Quality Assurance
• Feedback Loop Management
• Collaboration
• Geographic Information System (GIS)
• QGIS
• ESRI ArcGIS
• 3D visual composition
• Cygwin bash shell
• Perforce revision control
• Microsoft Windows
• Jira Issue and Project tracking software
• Scripting
• Macro creation
• Confluence corporate wiki
• Microsoft Office (MS Excel/MS Word)

Location

• South San Francisco Headquarters

Work Type

• Full-time

Experience Level

• Entry Level

Education Level

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

Salary/Compensations

• $65,000 - $80,000 USD per year

Benefits

• Competitive base salary
• Company performance-based profit sharing
• 401k
• 100% employer paid health benefits (medical, dental, vision, life, std, ltd, and life insurance plans)

About the Company

• Aechelon Technology, Inc. is a leading producer of 3D simulator content, including Geospecific visual/sensor databases and realistic 3D models.
• For more information about our company, please visit www.aechelon.com

Equal Opportunity

• Aechelon Technology is an equal opportunity employer.
• We are committed to providing access and opportunities to individuals with disabilities.
• If you are an applicant who is unable to fully utilize/access our application process because of a disability, Aechelon Technology will provide a reasonable accommodation. Please send an email to hr_team@aechelon.com to request that accommodation, and please be sure to include a detailed description of your requested accommodation, your name and preferred method of contact.