Go From GIS Analyst to Spatial Architect in 12 Weeks
And receive 12 full months of personal coaching and support to step into high-impact, $100K+ roles in spatial engineering, architecture, and strategy.
MGx is the only modern GIS career accelerator that teaches the technical skills, the system architecture, and the strategic thinking required to become a leader in today’s geospatial industry.
THE ROLE TRANSFORMATION
This isn’t a skills upgrade. It’s a role upgrade.
The industry is shifting from traditional GIS roles into technical hybrid roles that didn’t exist 5–10 years ago:
WHY MGX WORKS
The Triple Threat Mechanism
Most programs teach you a tool. MGx builds a system.
We teach the three capabilities modern geospatial roles demand: architecture, engineering, and business strategy in one integrated workflow. No university, bootcamp, or certification combines these.
The Result: This combination creates actual job mobility and strategic influence. While others are stuck "making maps," you are designing the infrastructure that powers the business.
•THE ROLE TRANSFORMATION
Break out of the technician trap and step into roles paying $120K–$180K+
The industry is shifting from traditional GIS roles into technical hybrid roles that didn’t exist 5–10 years ago.
Companies are hiring for these roles now, but very few people have the training to fit them.
The highest-value roles are no longer GIS Analyst or Specialist.
These are strategic leadership roles, not production roles.
And they come with six-figure salaries and a completely different level of influence.
Before (Current Role / Mindset)
- You are a GIS Analyst or GIS Developer whose work is limited to running workflows or processing spatial data.
- You’re mainly working within tools, not on system design.
- Your voice is technical and focused on maps, not architecture or business outcomes.
After (New Role / Mindset)
- You become a Spatial Solutions Architect who designs end-to-end spatial systems: data ingestion, storage, compute, AI integration, and delivery to decision-makers.
- You’re consulted by leadership on architecture, scalability, and cost trade-offs.
- You have a seat at the table where strategy and spatial systems meet.
Salary & Role Data:
- A “GIS Architect” average salary: approx $152,092/year in the U.S. (ZipRecruiter)
Before
- You are a GIS or spatial data contributor whose focus is execution rather than shaping product.
- You’re adding value, but your role is reactive: you respond to requests rather than guide decisions.
- Your connection to business outcomes and strategic data product thinking is weak or absent.
After
- You become a Technical Product & Strategy Lead – Geospatial, bridging spatial systems, business outcomes, and AI.
- You define product roadmaps for spatial systems, integrate ML/AI, and communicate your value up and across the organization.
- You sit in leadership conversations around “How do we use spatial data as a product?” not just “How do we run this map?”
Salary & Role Data:
- While specific geospatial product lead salaries are less documented, analogous “data product managers / technical product managers” are in the $120K‐$200K+ range.
Before
- You’re a GIS specialist or junior developer handling spatial tasks but not infrastructure or system scalability.
- Your role is “use the tools” rather than “architect the stack”.
- You’re comfortable technically but rarely engage with cloud/data engineering or AI.
After
- You become a Geospatial Data Engineer / Spatial Engineered Lead, owning the pipelines and infrastructure: cloud storage, distributed compute, ETL, spatial ML workflows.
- You work across teams (GIS, data engineering, product) and present & validate spatial system performance and architecture.
- You influence what tools, formats, and systems a company uses for geospatial data.
Salary & Role Data:
- “Spatial Engineering” average salary: approx $94,924/year in the U.S., 50th percentile. (ZipRecruiter
How it works
Who you become during MGx
By the end of the program and support year, you will think and operate like a:
Become a high-value candidate
You graduate ready for the modern spatial roles that didn’t have a training path until now roles with salary bands from $120K–$180K+.
The Demand & The Gap
Why you can't learn this anywhere else.
The "University Lag": Top tier Master's programs (USC, Penn State, JHU) are still teaching curriculum designed 5 years ago.
Compare Top Programs
USC offers one of the most prestigious GIST programs in the United States. However, a review of their 2024-2025 curriculum reveals a program firmly rooted in the "Old World."
Curriculum Audit:
SSCI 581 (Concepts) & 587 (Data Acquisition): These courses focus on GPS, remote sensing basics, and "spatial thinking". While foundational, they are abstract and do not cover the engineering realities of modern data stacks.
SSCI 582 (Spatial Databases): While this covers databases, it typically focuses on traditional relational databases (PostgreSQL/PostGIS) or Esri’s proprietary Geodatabase model. There is no mention of Cloud Data Warehouses (Snowflake/BigQuery) or Open Table Formats (Iceberg). The student learns to manage a database on a single server, not a distributed lakehouse.
SSCI 586 (GIS Programming): This course focuses on Python, but in the context of "customizing GIS software" (i.e., ArcPy for ArcGIS Pro) rather than building standalone cloud pipelines or using PySpark. The goal is to automate the desktop, not architect the cloud.
Tracks: The "Spatial Computing" track mentions "Web and Mobile GIS" (SSCI 591), which implies building web maps using standard servers, not architecting backend data lakes.
The Verdict: USC produces excellent GIS Analysts and Project Managers. It does not produce Spatial Data Engineers. A graduate would understand how to design a database schema, but not how to optimize a Z-order curve for a GeoParquet file in an S3 bucket a skill that can save a company thousands of dollars in cloud costs and is therefore highly valued.
Penn State’s program is another industry heavyweight, but it suffers from extreme "Vendor Lock-in."
Curriculum Audit:
GEOG 482/483: These foundation courses are heavily tied to the Esri ecosystem ("Making Maps That Matter with GIS"). The curriculum is designed to create proficiency in a specific commercial software suite, rather than general engineering principles.
GEOG 885 (Analytical Methods and GEOAI): While this sounds modern, the tool list is telling: "ArcGIS, ArcGIS Online, ArcGIS Story Maps". The "AI" component is often limited to pre-packaged tools within the vendor suite, not building custom models on cloud infrastructure.
Cloud Exposure: References to "Amazon Web Services" appear in GEOG 883 (Remote Sensing), but primarily for image storage/access, not for architecting the compute layer using tools like Sedona or Trino.
The Verdict: Penn State trains students to be power users of the Esri ecosystem. While valuable for government roles, it does not unlock the high-salary private sector roles that demand open-source, cloud-native fluency. The graduate is tethered to a licensing ecosystem, limiting their career mobility in the tech sector
JHU’s program leans heavily towards intelligence and government applications, reflecting its proximity to the defense sector.
Curriculum Audit:
Focus Areas: "Geospatial Intelligence," "GIS for Emergency Management". These are domain-specific applications, not engineering fundamentals.
Technology: Courses like "AS.430.606 Programming in GIS" and "AS.430.600 Web GIS" follow the standard pattern: Python scripting for desktop tools and Javascript for web viewers.
Big Data: There is a course "AS.430.615 Big Data Analytics," but without the specific modern stack (Iceberg/Sedona), it likely focuses on general concepts (Hadoop/MapReduce legacy) rather than the cutting-edge cloud-native tools released in 2024/2025.
The Verdict: JHU is excellent for the public sector but lacks the agility to teach the bleeding-edge stack required for modern commercial spatial data engineering. The curriculum is optimized for the analyst sitting in a secure facility, not the engineer building the next Uber or DoorDash.
The "Bootcamp Generalist" Trap
General Assembly and Springboard teach generic Data Science. They ignore Spatial SQL, Coordinate Systems, and GeoParquet. You graduate knowing how to predict churn, but failing a basic spatial join interview.
Why This Matters Now
The next wave of GIS professionals will lead from architecture, not analysis.
Hiring data from 2024–2025 shows a clear shift.
MGx is the only path built to train you for the roles that don’t yet have a university pipeline.
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7× more postings for Spatial Data Engineers and GIS Architects than five years ago.
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Zero degree programs or bootcamps teach all of them together.
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Skills requested: Python, SQL, Airflow, Iceberg, and AWS.
The MGx Program
Modern GIS is no longer just about tools. It’s about architecture, engineering, and strategy.
GIS professionals who fail to adapt will remain in technician roles.
But the ones who embrace this shift will lead the next decade of geospatial innovation.
MGx gives you the training and coaching needed to step confidently into those new roles, not someday.
In the next 12 months.
1: The Modern GIS Mindset
Understand why traditional GIS fails at scale. Learn the modern stack: GeoParquet, Python, SQL, CLI, and build your own micro modern GIS system.
2: Spatial ETL & Data Engineering Foundations
Learn how modern pipelines move data between systems, optimize compute, and prepare analytics-ready tables with Airflow, Iceberg, and STAC.
3: Scale & Performance Architecture
Understand distributed compute, vector vs raster workloads, and cost-optimized design: the thinking used by top data engineers.
4: Spatial AI, ML, and Data Science
Build AI-driven workflows: embeddings, vector databases, spatial ML, and AI agents that transform how spatial data is discovered and analyzed.
5: Dashboards, Applications, and Frontend Systems
Design and deploy full-stack spatial experiences with Maplibre, Mapbox, React/Next.js, and mobile apps. Learn to think like a product engineer.
6: Cloud Architecture & Systems Thinking
Containerization, Kubernetes, and systems design. Build, deploy, and monitor spatial infrastructure like a cloud architect.
7: Product Design & Spatial Architecture
Integrate APIs, data ops, and MLOps. Design a modern spatial lakehouse and communicate trade-offs to executives. Deliver a system blueprint project that connects technology to business outcomes.
8: Leadership, Storytelling, and Career Strategy
Become a strategic leader not just another technical resource. Learn to communicate value, present systems, and design your Modern GIS career roadmap.
Weeks 9 to 12: Specialization Tracks
Architect
Design the systems that power modern geospatial at scale.
As an Architect, you learn to connect data ingestion, storage, compute, AI, and delivery into a cohesive cloud spatial system. You become the person leadership turns to when they need clarity on scalability, cost, performance, and long-term strategy. This track is for those who want to design the blueprint, not just run the tools.
Product & Strategy
Translate spatial technology into business impact and organizational influence.
As a Product & Strategy leader, you define spatial data products, architect cross-team integrations, shape roadmaps, and communicate value to executives. You become the bridge between tech and strategy—the person who turns spatial systems into competitive advantage and drives geospatial decision-making at scale.
Engineer
Build and optimize the pipelines that make spatial data usable, fast, and intelligent.
As an Engineer, you learn distributed processing, ETL design, compute optimization, spatial ML workflows, and the infrastructure behind modern geospatial platforms. You become the technical backbone of any spatial team—owning the systems that everyone else relies on.
Ongoing Coaching
Full-Year Spatial Lab Membership
Monthly workshops, job board, community of 1,000+ professionals, continued learning.
Direct Access to Matt
Via video, voice, and DMs for 12 months. Real-time feedback when you’re interviewing or negotiating, or just to get feedback.
Monthly Alumni Coaching Calls
Real-world challenges, interview prep, and strategy sessions.
Monthly Co-Working Sessions
Accountability, application reviews, and problem-solving support.
The Guarantee
The career breakthrough guarantee
If you go through MGx, complete the projects, and don’t have the skills, confidence, and portfolio to design a modern geospatial system I’ll personally coach you until you do.
And if you complete the program and still don’t see measurable career growth whether through a new opportunity, promotion, or raise I’ll continue coaching you at no cost until you do.
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12-Week Intensive (training & projects)$3,500
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Specialized coaching tracks and mentoring$1,500
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Full 12-Month Spatial Lab Membership$749
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On-demand access to Matt for questions$2,500
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12 Monthly Alumni Coaching Calls$2,400
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12 Weekly Co-Working Call Sessions$2,400
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$12,049 in Total Value
Your return on investment
University programs cost $20K to $150K and teach theory. Because if you apply what you learn here, your payoff isn’t 10%.
It is an income-producing asset.
If MGx helps you land a $20K raise, it pays for itself 6× over in the first year.
If MGx helps you land a $40K+ architect role (common for our grads), it pays for itself 12× over.
The lifetime earning difference between a "GIS Analyst" and a "Spatial Architect" is $300K–$600K+.
The opportunity cost of staying in a technician role is costing you thousands of dollars every single month.
Who this is for
Who this is not for
Why now?
The window of opportunity is open.
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Automation is coming: Traditional "technician" roles are being automated by AI. The "Architect" is the one designing the AI.
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The Tech is New: Iceberg and Cloud-Native Geo are just hitting the mainstream enterprise. Being an early adopter now creates a massive career moat.
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The Demand is Exploding: Companies are desperate for people who understand both spatial data and cloud engineering. They can't find them.
This isn’t another course. It’s how you become indispensable.
“The people who understand architecture, cost, and strategy will shape the future of GIS, everyone else will just follow the tools.”
THE GUARANTEE
I take all the risk. You keep all the upside.
The Career Breakthrough Guarantee: If you go through MGx, complete the projects, and don’t walk away with:
1. A complete Architecture Portfolio (showing real code and system design).
2. A validated Role Roadmap.
3. The skills to design a modern geospatial system.
I’ll personally coach you for free until you do.
And if you complete the program and still don’t see measurable career growth whether through a new opportunity, promotion, or raise I’ll continue coaching you at no cost until you do.
Get started
What happens next
01
Apply
Fill out the short application to confirm fit
02
Book a clarity call
A 15-minute chat with Matt to align your goals and track.
03
Get accepted
Secure one of 20 cohort seats for January 2026.
04
Start your transformation
And begin building your new career path.
We are building the next generation of leaders. We can only take 15.
Only 15 seats available for the January 2026 cohort.
Why the limit? We limit MGx to 15 participants because every student receives 1:1 support, portfolio reviews, mock interviews, and direct coaching from me. I cannot maintain this level of quality with a larger group.
Cohort Start Date: Feb 3, 2026
Kickoff Call: Week of January 27th
Status: Applications Open
Seats are reviewed and accepted in order of applications. Once 15 students are accepted, the cohort closes.
Hi, I’m Matt Forrest
Hi, I’m Matt Forrest. I built the MGx Program because I got tired of seeing brilliant geospatial professionals trapped in low-leverage roles. Ten years ago, I was exactly where many of you are. I had a Geography degree (UW-Madison) and I started my career running my own cartography shop, Carticulate Maps. I loved the work, but I quickly realized a hard truth about our industry: The market does not value "making maps." It values solving problems at scale. I spent the next decade obsessively re-tooling my career. I moved from desktop GIS to the cutting edge of the tech sector. The Moment Everything Changed That was the moment I realized the industry had fractured. Why I Am The Right Person To Teach You Universities are still teaching the GIS of 2015. I built MGx to be the bridge I wish I had. I’m not here to teach you software. I’m here to help you change your tax bracket. Let’s get to work.
A few years ago, I saw a job posting from one of the richest tech companies in the world (Apple). They were hiring a "GIS Specialist."
The requirements? A Master’s degree, Python proficiency, and 5 years of experience.
The pay? $20 an hour.
On one side, there are GIS Technicians—fighting for scraps, billing hourly, and slowly being automated.
On the other side, there are Spatial Architects—earning $200k+ to design systems, not maps.
I didn’t learn "Modern GIS" in a classroom. It didn't exist yet. I learned it by:
Bootcamps are teaching generic Data Science that fails in the spatial world.
It is the exact playbook of technical skills, architectural patterns, and career strategy that I used to move from "Map Maker" to industry leader.
We've got answers
Common questions you might be having
MGx is a 12-week intensive program with a full year of ongoing coaching and support.
You learn the full modern spatial stack, complete architect-level portfolio projects, specialize into one of three high-value roles, and get coached through interviews, offers, and your first 90 days in a new position.
It is not a course. It is a career transformation program.
No.
You need basic comfort with Python or SQL, but you do not need to be advanced.
The program gives you:
Patterns to follow
Copyable code templates
Modern spatial SQL basics
Cloud workflows explained visually
Hands-on projects that start simple and scale
You do not need to be an engineer to become an architect or product strategist.
You need clarity, patterns, and guided practice.
MGx gives you that.
MGx is built for GIS professionals who want to move beyond technician or analyst positions and step into higher value roles such as Spatial Architect, Geospatial Data Engineer, or Geo Product and Strategy Lead.
It is for people who want:
A clear path into modern GIS
Skills that are relevant in cloud and AI workflows
A strategic role with more influence
A salary increase that reflects their impact
If you want to upskill and stay in the same role, this is not the right fit.
If you want to change your role and future, MGx is built for you.
During the 12-week intensive:
5 to 7 hours per week for video lessons, projects, and the weekly coaching call.
During the 12-month support period:
As much or as little as you need.
Most students spend 2 to 4 hours per month preparing for interviews, applying to roles, or attending alumni calls and co-working sessions.
Most common roadblocks
Still unsure? Let’s dive deep.
The Truth: MGx is not for engineers.
It’s built for GIS professionals who want to increase their technical and strategic capacity without becoming full-time coders.
Why This Isn’t a Problem:
We start from the GIS foundation you already have
You get step-by-step patterns and templates
You learn only what is necessary to operate at the Architect/Engineer/Product level
You’re supported for a full year until the skills “stick”
You don’t need to be technical now.
You become technical by doing MGx.
The Truth: Esri is one part of the ecosystem. Modern GIS is bigger than that.
Why This Isn’t a Problem:
MGx shows you how to connect Esri to:
Cloud-native processing
Database engines (Snowflake, DuckDB, Wherobots, PostGIS)
AI and ML pipelines
Open geospatial formats (GeoParquet, PMTiles, STAC)
Modern GIS doesn’t replace Esri.
It makes you more valuable inside Esri environments.
This is the skillset Esri-heavy organizations desperately lack.
The Truth: Courses teach skills.
MGx builds careers.
Why This Isn’t a Problem:
MGx includes:
12 weeks of intensive transformation
A specialization track
3 career-ready portfolio projects
Weekly coaching
A full year of direct access to Matt
Monthly alumni coaching
Weekly co-working
Unlimited support during interviews and negotiations
This is not a course.
This is a 15+ month career accelerator with personal, guided execution.
The Truth: Promotions and role transitions come from strategic capability, not tools.
Why This Isn’t a Problem:
MGx is built on the exact competencies leaders look for:
System architecture
Cloud data engineering
AI-enabled spatial workflows
Technical storytelling for executives
Product thinking
Designing data products
Decision memos and business alignment
Career positioning and communication
You don’t just learn tools.
You learn how to operate at the Architect / Lead / Strategist level.
This is the skillset that gets people promoted.
The Truth: Most GIS people feel this way because the modern stack seems huge.
Why This Isn’t a Problem:
MGx is structured into small, weekly transformations, not a firehose of content.
One major outcome per week
Guided structure (no guessing what to learn next)
Portfolio-focused so everything builds toward your role change
Clear milestones that make progress feel simple, not stressful
You won’t be overwhelmed you’ll be guided
The Truth: You probably don’t have extra time which is why you need a structured path.
Why This Isn’t a Problem:
MGx was designed explicitly for full-time professionals:
5–7 hours per week during the 12-week intensive
Asynchronous video lessons
Weekly coaching calls that can be watched as recordings
A full year of support so you can move at your pace
Co-working sessions that double as “built-in study time”
You don’t need more time just the right system.
The Truth: Everyone falls behind in traditional courses because the support ends.
Why This Isn’t a Problem:
You get:
Lifetime access to content
Weekly call recordings
Asynchronous help in Slack
Voice-message and DM support
A full year of coaching until you land your role
There is no “behind.”
There is only your pace — and our job is to coach you through it.
The Truth: Most courses give information. MGx gives transformation.
Why This Isn’t a Problem:
MGx includes:
Weekly coaching
A full year of direct support
Real industry projects
Portfolio validation
Interview prep
Personal mentoring
Accountability through co-working
Offer negotiation support
You aren’t watching videos.
You’re executing real systems with real guidance.
MGx is not passive learning — it’s guided career change.
FAQs
Questions? We're glad you asked
Don't hesitate to reach out with any questions! One final note. Everything in this course are things you can learn on your own. There are no special secrets or tips or tricks.
My goal with this course is to condense everything down to get you the skills and tools you need as fast as possible. The course takes about two weeks to complete which translates to about $10/hour based on the course price. If that is worth it to you, I look forward to seeing you inside!
Most MGx students do.
The program is designed for busy professionals.
You can:
Watch lessons on your own schedule
Attend live calls or watch recordings
Ask questions in the community anytime
Get help via voice message or DM during the week
If you can commit 5 hours a week to your future, you can complete MGx.
Three things:
1. It teaches the full modern spatial stack
Cloud, compute, AI, pipelines, architecture, strategy.
No GIS program offers that.
2. It focuses on role transformation
You learn to become a Spatial Architect, Data Engineer, or Product Strategist.
Not just a better analyst.
3. You get a full year of coaching
Most programs end when the content ends.
MGx supports you until you land the role and see actual career momentum.
No other program combines skills, strategy, and support like this.
Yes.
You get:
Monthly alumni coaching calls
Weekly co-working sessions
Direct access to Matt via voice, DM, and office hours
Full year Spatial Lab membership
Templates, frameworks, and job search tools
No upsells.
No paid add-ons.
Your support continues until you land the role or reach your next career milestone.
Every session is recorded and uploaded within 24 hours.
This includes:
Weekly coaching calls
Track specialization calls
Monthly alumni calls
Live attendance is encouraged, but not required.
Your 12 months of support begins.
This includes:
Alumni coaching
Co-working
DM and voice access
Portfolio and interview feedback
Strategy help
Job targeting support
Negotiation guidance
First 90 days coaching if you land a new role
You are not left to figure things out alone.
You can message Matt inside the community with:
Voice messages
Typed questions
Links to job descriptions
Drafts of systems diagrams or portfolios
You can also book short video sessions when needed.
This support is for:
Career decisions
Interview prep
Offer review
Portfolio help
Getting unstuck in the curriculum
It is not for full-time consulting on your employer projects.
Many will.
MGx qualifies for:
Professional development budgets
Training reimbursement
Upskilling programs
You will receive:
A formal invoice
A program overview document
Employer justification language
If you want, I can help you write the request email to your manager.
Yes.
You can pay:
$3,997 one time (save $400)
4 payments of $999.25
Corporate reimbursement option
Seats are limited to maintain coaching quality.
You can choose from:
Architect
Engineer
Product and Strategy
If you’re unsure, apply anyway.
We will discuss your goals on the clarity call and help you pick the right path.
You do not need to choose before enrolling.
You can switch tracks once before specialization begins.
This is common, especially for people deciding between Architecture and Product.
Yes.
MGx includes three portfolio pieces:
A modern spatial pipeline
A cloud system architecture
A specialization project (Engineer, Architect, Product)
Each is reviewed with feedback.
These pieces become the core of your interview story and job applications.
Common timelines (based on past coaching):
Interviews start around weeks 8 to 12
Offers are common between months 3 and 8
Some transition internally within 60 days
Some earn promotions while still in the program
Your timeline will depend on effort and participation, which is why the year of support makes this work for everyone.
You cannot fail or get left behind.
Once you join, you get:
Lifetime access to all core training
A full year of ongoing coaching
Recorded sessions
Support for your portfolio at any time
You progress at your pace.
We support you the entire way.
MGx includes this guarantee:
If you complete the program and do not gain the skills and portfolio to design modern geospatial systems, I will coach you personally until you do.
If you still do not see career growth through a raise, promotion, or new opportunity, I will continue coaching you at no cost until you do.
This removes the risk.
If you show up, I stay with you until you win.
Click Apply and answer a few questions about your background.
If you qualify, you’ll receive an invite to a clarity call to confirm fit and secure a seat.
Seats are limited to maintain small groups and deep coaching.
You've earned
your seat.
You’ve done the work. You’ve built the skills.
Now step into the room where the most forward-thinking geospatial professionals grow together.
Cut the noise. Keep the edge.
