What are the responsibilities and job description for the Geotypical Production Analyst I position at Aechelon Technology Inc?
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 will give you a chance to work with some of the most talented people in the graphics industry.
We are seeking a highly skilled and motivated professional to join our team as a Geotypical Production Analyst I. The Geotypical Production Analyst I’s primary role is to produce “Area-of-Interest” and wide area feature population of the Company’s visual database using advanced geographic information system software techniques / analysis and advanced feature population processes / tools using machine learning and automation.
The primary workplace for this position is Aechelon Technology’s South San Francisco Headquarters.
United States citizenship required due to restrictions on access to certain data.
Are you the right candidate for this opportunity Make sure to read the full description below.
ESSENTIAL DUTIES AND RESPONSIBILITIES :
- Ability to work independently with minimal supervision to execute both 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's clean, labeled correctly, and sufficient for model training. This would most likely be in the form of 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.
- Quality Assurance : Conducting quality assurance checks on data and models to identify issues and ensure the 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.
- 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.
- 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.
EXPERIENCE REQUIRED FOR THIS POSITION :
DESIRED COMPETENCIES :
SUPERVISORY REQUIREMENTS :
REQUIRED EDUCATION, ELIGIBILITY AND EXPERIENCE :
65,000 - $80,000 a yearThe above range is specific to CALIFORNIA and may not be applicable to other locations. The pay scale for this role is between $65,000 - $80,000. Final compensation is based on factors such as the candidate's skills, qualifications, and experience.
This position description is not intended to be a complete listing of activities, duties or responsibilities that are required of the employee holding this position. Duties, responsibilities, and activities may be changed, or others may be assigned at any time by the Company with notice to the employee.
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, life, std, ltd, and life insurance plans).
No relocation reimbursement provided.
For more information about our company, please visit www.aechelon.com
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 the address above to request that accommodation, and please be sure to include a detailed description of your requested accommodation, your name and preferred method of contact.
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Salary : $65,000 - $80,000
