As a Software Development Engineer on the Physical AI Experience team, you will own the full customer interaction surface: the console experience where customers manage spatial data and digital twins ...
As a Software Development Engineer on the Physical AI Experience team, you will own the full customer interaction surface: the console experience where customers manage spatial data and digital twins ...
... Data & Analytics is a national provider of property-centric information, analytics, risk management ... Clients across mortgage lending, insurance, government, GIS, spatial analytics, and proptech ...
... Data & Analytics is a national provider of property-centric information, analytics, risk management ... Clients across mortgage lending, insurance, government, GIS, spatial analytics, and proptech ...
GIS and Data Specialist
Pleasant Hill, CA · On-site
$28 - $35/hr
We are seeking a skilled and detail-oriented Spatial & Data Analyst to support project execution through spatial analysis, data management, and performance reporting. This role focuses on enabling ...
GIS and Data Specialist
Pleasant Hill, CA · On-site
$28 - $35/hr
We are seeking a skilled and detail-oriented Spatial & Data Analyst to support project execution through spatial analysis, data management, and performance reporting. This role focuses on enabling ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
... Data & Analytics is a national provider of property-centric information, analytics, risk management ... Clients across mortgage lending, insurance, government, GIS, spatial analytics, and proptech ...
... Data & Analytics is a national provider of property-centric information, analytics, risk management ... Clients across mortgage lending, insurance, government, GIS, spatial analytics, and proptech ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
GIS Analyst
$45 - $55/hr
The ideal candidate will have strong hands-on experience with Esri GIS software , geodatabase management, and spatial data editing. Candidates with experience supporting utility infrastructure and ...
GIS Analyst
$45 - $55/hr
The ideal candidate will have strong hands-on experience with Esri GIS software , geodatabase management, and spatial data editing. Candidates with experience supporting utility infrastructure and ...
This role requires strong expertise in geospatial technologies, cloud platforms, spatial data management, and solution architecture , along with the ability to lead cross-functional teams and drive ...
This role requires strong expertise in geospatial technologies, cloud platforms, spatial data management, and solution architecture , along with the ability to lead cross-functional teams and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
GIS Analyst
Whittier, CA · On-site
$45 - $55/hr
The ideal candidate will have strong hands-on experience with Esri GIS software , geodatabase management, and spatial data editing. Candidates with experience supporting utility infrastructure and ...
GIS Analyst
Whittier, CA · On-site
$45 - $55/hr
The ideal candidate will have strong hands-on experience with Esri GIS software , geodatabase management, and spatial data editing. Candidates with experience supporting utility infrastructure and ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
A critical component of this role includes ownership of spatial data management through Serraview, leveraging data integrity, visualization, and scenario planning to inform decision-making and drive ...
Spatial Data Manager information
See salary details
$31K - $43.8K
7% of jobs
$43.8K - $56.6K
8% of jobs
$65.3K is the 25th percentile. Wages below this are outliers.
$56.6K - $69.5K
14% of jobs
$69.5K - $82.3K
18% of jobs
The median wage is $84.6K / yr.
$82.3K - $95.1K
15% of jobs
$95.1K - $107.9K
7% of jobs
$117.5K is the 75th percentile. Wages above this are outliers.
$107.9K - $120.7K
7% of jobs
$120.7K - $133.5K
6% of jobs
$133.5K - $146.4K
6% of jobs
$146.4K - $159.2K
4% of jobs
$159.2K - $172K
6% of jobs
$31K
$97.1K
$172K
How much do spatial data manager jobs pay per year?
What are the key skills and qualifications needed to thrive as a Spatial Data Manager, and why are they important?
What are some common challenges Spatial Data Managers face when maintaining large geospatial databases?
What is the difference between Spatial Data Manager vs GIS Analyst?
| Aspect | Spatial Data Manager | GIS Analyst |
|---|---|---|
| Credentials | Bachelor's or higher in GIS, Geography, or related field; GIS certifications | Bachelor's or higher in GIS, Geography, or related field; GIS certifications |
| Work Environment | Data management teams, GIS departments, urban planning firms | Mapping projects, spatial analysis teams, environmental agencies |
| Industry Usage | Organizations managing large spatial datasets, government agencies | Analysis and visualization of spatial data for projects |
| Search & Comparison | Focuses on data management, database systems, and infrastructure | Focuses on spatial analysis, mapping, and GIS software applications |
The main difference is that a Spatial Data Manager oversees the organization, storage, and maintenance of spatial datasets, ensuring data quality and accessibility. In contrast, a GIS Analyst primarily conducts spatial analysis and creates maps using GIS software. Both roles require similar credentials but serve different functions within GIS projects.
What are Spatial Data Managers?

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 6 days ago
Amazon rating
7.4
Based on 6,886 frontline employees who took The Breakroom Quiz
6th of 39 rated national retailers
Job description
The Physical AI team at AWS is developing infrastructure that enables customers to build digital twins, train autonomous systems, and deploy edge intelligence at scale. As these capabilities grow, the experience layer - how customers discover, interact with, and visualize their physical AI workloads - is a key part of making the platform accessible and useful.
As a Software Development Engineer on the Physical AI Experience team, you will own the full customer interaction surface: the console experience where customers manage spatial data and digital twins, the APIs and SDKs that power programmatic workflows, and the 3D visualization layer that renders OpenUSD-based digital twins and spatial data in the browser. You will work across the stack - from React-based console UIs and CloudScape components to WebGL/WebGPU rendering pipelines to RESTful and streaming API design - building the experience that makes petabytes of spatial data and complex digital twin orchestration feel simple and intuitive.
The Physical AI Experience team is a newly formed group within Applied AI Solutions, responsible for every surface customers touch when interacting with the Physical AI platform. We sit at the intersection of frontend engineering, API design, and 3D visualization - a rare combination that demands both breadth and depth. Our team collaborates closely with the Physical AI Platform team (backend services, SDMA, digital twin orchestration), UX design, the partnership team, and directly with lighthouse customers shaping the product. We value craft in developer experience, obsess over making complex spatial workflows feel simple, and believe the experience layer is what turns infrastructure into an adopted product. You'll have opportunities to define the interaction patterns for an entirely new AWS service category, work with 3D web rendering technologies, and see your work used by customers building the autonomous systems of the future.
Key job responsibilities
Key job responsibilities
- Design and implement the AWS console experience for the Physical AI platform, enabling customers to manage spatial data assets, configure digital twin lifecycles, and monitor autonomous operations through intuitive dashboards built with CloudScape design system components.
- Build and maintain the public API surface and SDKs that customers and partners use to programmatically interact with the Spatial Data Management Architecture (SDMA), including REST APIs for CRUD operations, streaming APIs for real-time spatial data, and CLI tooling for developer workflows.
- Develop the 3D visualization layer that renders OpenUSD scenes, NVIDIA RTX-powered digital twins, and multi-modal spatial data (point clouds, 2D overlays, sensor streams) in the browser using WebGL/WebGPU, enabling customers to inspect, annotate, and collaborate on digital twin environments without local software installation.
- Create interactive coverage dashboards and analytics views that surface operational insights from spatial data pipelines - processing volumes, digital twin health, edge device status, and autonomous system performance metrics.
- Define and enforce API design standards, versioning strategies, and backward compatibility practices across the Physical AI platform, ensuring a consistent and composable developer experience as the service surface grows.
- Partner with Physical AI Platform engineers to translate backend capabilities (SDMA, digital twin orchestration, edge-to-cloud communication) into customer-facing experiences, and with UX designers to validate interaction patterns through customer research and usability testing.
- Surface partner solution integrations within the console experience, ensuring customers can discover, activate, and navigate partner capabilities alongside native workflows without context-switching between platforms.
A day in the life
A day in the life
You'll start your morning reviewing console telemetry - page load times, API error rates, and feature adoption metrics - to identify friction points in the customer experience. You'll join a design review for the digital twin lifecycle management console, debating how to represent maturity transitions visually without overwhelming users who only need basic spatial data management. Mid-morning, you'll implement a new API endpoint for a partner integration, ensuring the request/response contract follows AWS API standards and integrates cleanly with existing SDKs. After lunch, you'll prototype a WebGPU-based point cloud renderer that lets a customer inspect their factory's 3D spatial data directly in the console, replacing a workflow that previously required downloading gigabytes of data to a local workstation. You'll spend the afternoon pairing with a backend engineer to design the streaming API contract for real-time edge device telemetry, then end the day reviewing a teammate's pull request for CloudScape dashboard components that visualize spatial data pipeline throughput.
About the team
ABOUT AWS:
Diverse Experiences
Amazon values diverse experiences. Even if you do not meet all of the preferred qualifications and skills listed in the job description, we encourage candidates to apply. If your career is just starting, hasn't followed a traditional path, or includes alternative experiences, don't let it stop you from applying.
Why AWS
Amazon Web Services (AWS) is the world's most comprehensive and broadly adopted cloud platform. We pioneered cloud computing and never stopped innovating - that's why customers from the most successful startups to Global 500 companies trust our robust suite of products and services to power their businesses.
Work/Life Balance
We value work-life harmony. Achieving success at work should never come at the expense of sacrifices at home, which is why flexible work hours and arrangements are part of our culture. When we feel supported in the workplace and at home, there's nothing we can't achieve in the cloud.
Inclusive Team Culture
Here at AWS, it's in our nature to learn and be curious. Our employee-led affinity groups foster a culture of inclusion that empower us to be proud of our differences. Ongoing events and learning experiences, including our Conversations on Race and Ethnicity and AmazeCon conferences, inspire us to never stop embracing our uniqueness.
Mentorship and Career Growth
We're continuously raising our performance bar as we strive to become Earth's Best Employer. That's why you'll find endless knowledge-sharing, mentorship and other career-advancing resources here to help you develop into a better-rounded professional.
BASIC QUALIFICATIONS
- 3+ years of non-internship professional software development experience
- 2+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience
- 1+ years of software development engineer or related occupational experience
- 1+ years of designing and developing large-scale, multi-tiered, multi-threaded, embedded or distributed software applications, tools, systems, and services using: C#, C++, Java, or Perl experience
- 1+ years of Object Oriented Design experience
- Bachelor's degree or foreign equivalent in Computer Science, Engineering, Mathematics, or a related field
- Experience programming with at least one software programming language
PREFERRED QUALIFICATIONS
- 3+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience
- Bachelor's degree in computer science or equivalent
Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.
Los Angeles County applicants: Job duties for this position include: work safely and cooperatively with other employees, supervisors, and staff; adhere to standards of excellence despite stressful conditions; communicate effectively and respectfully with employees, supervisors, and staff to ensure exceptional customer service; and follow all federal, state, and local laws and Company policies. Criminal history may have a direct, adverse, and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed above, as well as the abilities to adhere to company policies, exercise sound judgment, effectively manage stress and work safely and respectfully with others, exhibit trustworthiness and professionalism, and safeguard business operations and the Company's reputation. Pursuant to the Los Angeles County Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.
Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process, including support for the interview or onboarding process, please visit https://amazon.jobs/content/en/how-we-hire/accommodations for more information. If the country/region you're applying in isn't listed, please contact your Recruiting Partner.
The base salary range for this position is listed below. Your Amazon package will include sign-on payments and restricted stock units (RSUs). Final compensation will be determined based on factors including experience, qualifications, and location. Amazon also offers comprehensive benefits including health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage), 401(k) matching, paid time off, and parental leave. Learn more about our benefits at https://amazon.jobs/en/benefits.
USA, CA, Mountain View - 165,200.00 - 223,600.00 USD annually
About Amazon
Sourced by ZipRecruiter
Amazon.com, Inc., commonly known as Amazon, is an American multinational technology company. It was founded by Jeff Bezos in 1994 and initially started as an online marketplace for books. Since then, Amazon has expanded its operations and become one of the largest e-commerce companies in the world. Amazon's primary business is its online retail platform, where customers can purchase a vast array of products, including electronics, clothing, books, home goods, and much more. The company offers a convenient and user-friendly shopping experience, with features such as fast shipping, customer reviews, and personalized recommendations. In addition to its e-commerce platform, Amazon has diversified its business into various other areas. One of its notable ventures is Amazon Web Services (AWS), a comprehensive cloud computing platform that provides services such as storage, compute power, and database management to individuals and businesses. AWS has become a leader in the cloud computing industry, powering many websites and applications worldwide. Amazon has also developed its own consumer electronics, including the popular Amazon Kindle e-reader, Fire tablets, Fire TV streaming devices, and the Alexa-powered Echo smart speakers. The Alexa voice assistant, integrated into these devices, allows users to interact with their devices using voice commands, perform tasks, and access information. Furthermore, Amazon has expanded into media and entertainment. It operates Prime Video, a streaming service that offers a wide range of movies, TV shows, and original content. Amazon Music provides a platform for streaming and purchasing digital music, while Audible offers audiobooks and other audio content. The company's commitment to customer satisfaction and convenience is demonstrated by its membership program, Amazon Prime. Prime members receive various benefits, including free two-day shipping, access to streaming services, exclusive deals, and more.
Industry
It services, book publishers, retail, real estate and computer and electronic product manufacturing
Company size
10,000+ Employees
Headquarters location
Seattle, WA, US