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Spatial Data Jobs in Michigan (NOW HIRING)

This role will be instrumental in improving data integrity, streamlining spatial processes, and delivering intuitive, user-focused GIS applications that support operational and decision-making needs ...

Early Career Environmental Scientist

Novi, MI · On-site

$70.70K - $92.80K/yr

Under general supervision, conduct field surveys collecting observational, spatial, and environmental data. * Under general supervision, collect and compile samples of air, soil, water, sludge ...

Early Career Environmental Scientist

Novi, MI

$70.70K - $92.80K/yr

Under general supervision, conduct field surveys collecting observational, spatial, and environmental data. * Under general supervision, collect and compile samples of air, soil, water, sludge ...

Early Career Environmental Scientist

Novi, MI

$70.70K - $92.80K/yr

Under general supervision, conduct field surveys collecting observational, spatial, and environmental data. * Under general supervision, collect and compile samples of air, soil, water, sludge ...

Strong understanding of core geospatial concepts such as projections, coordinate systems, and spatial data structures. * Demonstrated ability to extract, convert, and integrate data from multiple ...

Strong understanding of GIS, mapping tools, and spatial data management. * Experience with data collection, data governance, and workflow design. * Ability to analyze business needs and translate ...

SAS, R, Python, Data visualization, Data curation/transformation, Spatial epidemiologic analysis, Geocoding and GIS mapping, epidemiological research-based computational modeling and simulation ...

SAS, R, Python, Data visualization, Data curation/transformation, Spatial epidemiologic analysis, Geocoding and GIS mapping, epidemiological research-based computational modeling and simulation ...

... spatial sound design. • Proven experience implementing and reusing design systems for XR products. • Data visualization and dashboard design for enterprise/immersive contexts. • Basic 3D ...

SAS, R, Python, Data visualization, Data curation/transformation, Spatial epidemiologic analysis, Geocoding and GIS mapping, epidemiological research-based computational modeling and simulation ...

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Showing results 1-20

Spatial Data information

See Michigan salary details

$38.8K

$113.1K

$154.7K

How much do spatial data jobs pay per year?

As of May 30, 2026, the average yearly pay for spatial data in Michigan is $113,060.00, according to ZipRecruiter salary data. Most workers in this role earn between $99,800.00 and $119,800.00 per year, depending on experience, location, and employer.

What are the key skills and qualifications needed to thrive as a Spatial Data Analyst, and why are they important?

To excel as a Spatial Data Analyst, you need a strong background in geography, GIS, data analysis, and a relevant degree such as geography, environmental science, or computer science. Proficiency in GIS software (e.g., ArcGIS, QGIS), spatial databases (like PostGIS), and programming languages such as Python or R is typically required. Strong problem-solving abilities, attention to detail, and effective communication skills distinguish top performers in this field. These competencies are essential for accurately interpreting spatial data, generating actionable insights, and effectively sharing findings with stakeholders.

What are some typical challenges faced by spatial data analysts when working with large geospatial datasets?

Spatial data analysts often encounter challenges related to data quality and integration when working with large geospatial datasets. Issues such as inconsistent data formats, missing metadata, and varying spatial resolutions can complicate analysis. Additionally, managing the computational load of processing and visualizing large, complex datasets may require specialized software and robust hardware. Collaborating closely with GIS specialists, IT teams, and data engineers helps to address these challenges and ensure reliable results.

What is spatial data?

Spatial data, also known as geospatial data, refers to information about the physical location and shape of objects on Earth. This data is usually stored as coordinates and topology and can represent features such as buildings, roads, rivers, or even entire countries. Spatial data is used in mapping, geographic information systems (GIS), urban planning, environmental studies, and various other fields to analyze locations, patterns, and relationships. It can be stored in formats like vector (points, lines, polygons) or raster (grids, images). Understanding spatial data is essential for making informed decisions based on geographic information.

What is the difference between Spatial Data vs GIS Analyst?

AspectSpatial DataGIS Analyst
Required CredentialsGIS certifications, degrees in geography, GIS, or related fieldsGIS certifications, degrees in geography, GIS, or related fields
Work EnvironmentData collection, database management, mapping softwareData analysis, map creation, spatial problem-solving
Employer & Industry UsageUsed by GIS professionals, urban planners, environmental agenciesEmployed in government, consulting firms, environmental organizations
Search & Comparison IntentUnderstanding data types, data managementAnalyzing spatial data, creating maps, reports

Spatial Data refers to the raw geographic information used in mapping and analysis, while a GIS Analyst actively interprets, analyzes, and visualizes this data to support decision-making. Both roles require similar credentials and are integral to GIS projects, but Spatial Data is the foundational information, whereas GIS Analysts focus on applying that data to solve spatial problems.

Senior Autonomy Engineer - Defense

Senior Autonomy Engineer - Defense

Applied Intuition

Ann Arbor, MI • On-site, Remote

$150K - $190K/yr

Other

Medical, Dental, Vision, Life, Retirement, PTO

Posted 22 days ago


Job description

About the Role

We're seeking a Senior Software Engineer to architect our Acuity Scene System. This role is built at the intersection of game engine technology and large-scale simulation, requiring you to define the foundational 4D abstractions and Entity Component Systems that enable realistic, high-performance representation of multi-agent environments across air, ground, and maritime domains.

At Applied Intuition, you will:
  • Architect Scene & Entity Systems: Design and implement core high-performance architectures, including Entity Component System frameworks, spatial indexing, and 4D object management for large-scale multi-agent simulations.
  • Lead Technical Strategy & Integration: Drive architectural decisions and design seamless APIs that enable cross-domain integration for air, ground, and maritime autonomy stacks.
  • Collaborate & Mentor: Act as a strong, social collaborator who proactively engages with other teams about technology. You must be willing to take on essential integration work for the Scene libraries while providing technical leadership and mentorship across the organization.
  • Scale & Innovate: Optimize systems for massive scalability using modern agentic coding tools and AI-assisted workflows to maintain high code quality at speed.
We're looking for someone who has:
  • 5 - 7+ years of professional software engineering experience with demonstrated expertise in complex systems
  • Expert-level C++ programming skills with deep knowledge of modern C++ (C++20 or later), including template metaprogramming, move semantics, and performance optimization
  • Proven experience with Entity Component System architectures or similar data-oriented design patterns
  • Strong background in 3D/4D spatial systems, including coordinate transformations, spatial data structures, and geometric algorithms
  • Deep understanding of software architecture and design patterns, particularly for high-performance, real-time systems
  • Strong proficiency in Python and shell scripting for tooling and automation
  • Experience with agentic coding tools (Cursor, Claude Code, GitHub Copilot) and AI-assisted development workflows

Travel Requirements:

  • Must be willing to travel as projects requires; average travel varies, but can be up to once a month for up to 1 week (~20%)

Security Requirements:

  • Must be a U.S. Citizen
  • Must hold or be eligible to obtain and maintain a U.S. security clearance 


For more information about U.S. security clearances: click here.

Nice to have:
  • Expertise with the Linux/Docker/C++ toolchains (including build systems like Nix and Bazel) and cross-compilation.
  • Experience with temporal reasoning systems and 4D scene representation (space + time)
  • Background in game development, simulation, or virtual environments
  • Knowledge of physics engines and collision detection systems
  • Understanding of autonomous systems or robotics software architectures

Compensation at Applied Intuition for eligible roles includes base salary, equity, and benefits. Base salary is a single component of the total compensation package, which may also include equity in the form of options and/or restricted stock units, comprehensive health, dental, vision, life and disability insurance coverage, 401k retirement benefits with employer match, learning and wellness stipends, and paid time off. Note that benefits are subject to change and may vary based on jurisdiction of employment.

Applied Intuition pay ranges reflect the minimum and maximum intended target base salary for new hire salaries for the position. The actual base salary offered to a successful candidate will additionally be influenced by a variety of factors including experience, credentials & certifications, educational attainment, skill level requirements, interview performance, and the level and scope of the position.

Please reference the job posting subtitle for where this position will be located. For pay transparency purposes, the base salary range for this full-time position in the location listed is: $150,000 to $190,000 USD annually.