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Spatial Data Jobs in Michigan (NOW HIRING)

Skilled at teaching geographic model application, spatial data analysis, and free-response question construction for AP Human Geography. Guides students through interpreting population pyramids ...

Skilled at teaching geographic model application, spatial data analysis, and free-response question construction for AP Human Geography. Guides students through interpreting population pyramids ...

Skilled at teaching geographic model application, spatial data analysis, and free-response question construction for AP Human Geography. Guides students through interpreting population pyramids ...

Physical & Spatial AI, Cloud Integrated Infrastructure Engineer III Join our AI & Engineering team ... This role will be supporting clients in environments such as data centers, sports venues and ...

Physical and Spatial AI Architect

Grand Rapids, MI · On-site

$60.50 - $79.75/hr

... data, AI, and simulation platforms in enterprise transformation • Architect client solutions focused on digital twins, spatial intelligence, simulation, and OT transformation • Help clients ...

Physical and Spatial AI Architect

Detroit, MI · On-site

$62.25 - $82/hr

... data, AI, and simulation platforms in enterprise transformation • Architect client solutions focused on digital twins, spatial intelligence, simulation, and OT transformation • Help clients ...

This position will collaborate with GIS data authors and consumers, Center for Shared Solutions (CSS) GIS Administrators, Roads & Highways specialists, MDOT SDE (Spatial Data Engine) Geodatabase ...

Student Intern 2 (809051)

Romulus, MI

$14.50 - $19.25/hr

Familiarity with mobile GPS systems and spatial data entry * Working knowledge of Microsoft Office Suite (Word, Excel, Outlook, SharePoint) * Ability to analyze, document, and report field data ...

Experience working with environmental or spatial data sources such as road/lane geometry and weather data. You may not check every box, or your experience may look a little different from what we've ...

Student Intern 2 (809051)

Romulus, MI · On-site

$14.50 - $19.25/hr

Familiarity with mobile GPS systems and spatial data entry * Working knowledge of Microsoft Office Suite (Word, Excel, Outlook, SharePoint) * Ability to analyze, document, and report field data ...

Spatial data management: Maintain utility asset datasets, perform QA/QC, and enforce data governance and metadata standards. * System integration support: Assist with integrations between GIS and OMS ...

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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 29, 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.

AP Human Geography Tutor

AP Human Geography Tutor

Varsity Tutors

Ann Arbor, MI • Remote

$40/hr

Part-time

Posted 26 days ago


Varsity Tutors rating

5.7

Company rating: 5.7 out of 10

Based on 16 frontline employees who took The Breakroom Quiz

13th of 21 rated private schools and tutoring


Job description

About the Job
The Varsity Tutors Live Learning Platform has thousands of students looking for online AP Human Geography tutors nationally. As a tutor on the Varsity Tutors Platform, you'll have the flexibility to set your own schedule, earn competitive rates, and make a real impact on students' academic success and understanding. All from the comfort of your home.
Why Join Our Platform?
  • Earn incrementally higher pay for each session with the same student, reaching up to $40/hour.
  • Get paid up to twice per week, ensuring fast and reliable compensation for the tutoring sessions you conduct and invoice.
  • Set your own hours and tutor as much as you'd like.
  • Tutor remotely using our purpose-built Live Learning Platform. No commuting required.
  • Get matched with students best-suited to your teaching style and expertise.
  • Our AI-powered Tutor Copilot enhances your sessions with real-time instructional support, lesson generation, and engagement features, helping you save prep time and focus on impactful teaching.
  • We handle the logistics—you just invoice for your tutoring sessions, and we take care of payments.

What We Look For In a AP Human Geography Tutor
  • Advanced Subject Mastery: Deep knowledge of geographic thinking and spatial concepts, population and migration patterns, cultural geography, political organization of space, agricultural and rural land use, urbanization, and industrialization and economic development. Ability to explain demographic transition model, Ravenstein migration laws, and von Thunen model while preparing students for the AP Human Geography examination.
  • Conceptual Teaching & Problem-Solving: Skilled at teaching geographic model application, spatial data analysis, and free-response question construction for AP Human Geography. Guides students through interpreting population pyramids, analyzing cultural diffusion patterns, evaluating political boundary conflicts, and applying geographic models to real-world scenarios. Emphasizes connecting geographic concepts to current events in immigration, globalization, and urbanization.
  • Curriculum Awareness & Adaptive Instruction: Familiar with AP Human Geography curriculum across seven units and common challenges such as applying multiple geographic models, interpreting spatial data displays, and writing thorough free-response answers with specific geographic examples. Adapts instruction using mapping activities, case study analysis, and AP-style practice to support students often taking their first AP course in developing geographic and analytical thinking skills.
  • Effective Teaching Methods: Ability to identify concepts students commonly struggle with, explain material using multiple approaches, and adapt instruction to meet individual learning needs and styles.
  • Strong communication skills and a friendly, engaging teaching style.
  • Ability to adapt to different learning styles and student needs.

Ways To Connect With Students
  • 1-on-1 Online Tutoring - Provide personalized instruction to individual students.
  • Instant Tutoring - Accept on-demand tutoring requests whenever you're available.

About Varsity Tutors And 1-on-1 Online Tutoring
Our mission is to transform the way people learn by leveraging advanced technology, AI, and the latest in learning science to create personalized learning experiences. Through 1-on-1 Online Tutoring, students receive customized instruction that helps them achieve their learning goals. Our platform is designed to match students with the right tutors, fostering better outcomes and a passion for learning.
Please note: Varsity Tutors does not contract in: Alaska, California, Colorado, Delaware, Hawaii, Maine, New Hampshire, North Dakota, Vermont, West Virginia or Puerto Rico.

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