Discovery and problem framing
Interview stakeholders, map real workflows, and turn a vague request into a clear, testable problem.
Forward deployed engineering · Online training
Learn to deploy AI where it counts: inside real businesses.
AI FDE School offers practical, project-based online training in forward deployed engineering: the skill of turning AI into working solutions alongside customers.
- Online
- Non-credit skills training
- For US learners and teams
First program details coming soon
The role
What is a Forward Deployed Engineer?
A Forward Deployed Engineer (FDE) is a software engineer who works alongside the customer to make a company's product work in the customer's real business. Instead of building only for everyone, an FDE builds the solution for someone specific, then brings what they learn back.
Product company
Builds the product for many customers.
The FDE
Sets it up, customizes it, connects it to real systems and trains the users.
The customer
Uses it in real, day-to-day work.
What the FDE learns at the customer flows back to the product team.
A project, step by step
Listen first
Sit with the people doing the work. Find the real problem, which is often not the one in the brief.
Prototype fast
Build a rough working version in days, show it, and learn from real reactions.
Make it work for real
Connect to older systems, meet security rules, handle messy data and add human checks.
Launch and feed back
Train the users, fix what they find, and share lessons so the product improves for everyone.
Illustrative scenario: an insurance company wants faster claims handling. Not a description of a real client.
Why now
Demand for the role is growing fast
Companies are finding that building an AI model is the easier part. Getting it working inside a real organization is the hard part, and that is the FDE's work.
+1,000%Growth in postings for forward-deployed engineering roles, January–August 2026 vs. the same months of 2025.
≈$188KMedian advertised salary for these roles, vs. about $145K for typical software engineer postings.
≈13%Growth in broader tech job postings over the same year, for scale.
Postings vs. 2023 (2023 = 1×)
Forward-deployed engineering roles, Lightcast data
Source: Lightcast data reported by Fortune (Sep 3, 2026). The Jan–Aug 2025 bar is derived from two reported growth rates. These figures describe demand for a role. They are not a prediction of any individual's results, and AI FDE School does not guarantee employment, salary or any other outcome.
What you'll learn
The skills behind deploying AI with customers
A working outline of the topics the program is designed around. The final curriculum will be published before enrollment opens.
Rapid prototyping
Build working demos quickly with modern AI tools and APIs, and learn what to show and when.
Retrieval and AI agents
Ground models in a customer's own data, and design agents that use tools reliably.
Integration with real systems
Connect to older software, messy data and APIs without breaking what already works.
Evaluation, security and reliability
Test AI output, protect sensitive data, add human review, and monitor systems after launch.
Customer communication
Run demos, manage expectations, write clear handoffs, and work with executives, IT and end users.
Program
The program at a glance
- Format
- Online training
- Type
- Non-credit skills training. Not a degree; no academic credit.
- Length
- Coming soon
- Start date
- Coming soon
- Price
- Coming soon
- Trainers
- To be announced
- Enrollment
- Interest list is open. Enrollment opens when program details are final.
Who it's for
- Software and data engineers moving toward customer-facing AI work
- Solutions, sales and customer engineers who want deeper technical skills
- Technical consultants and product professionals who build with AI
- Teams that need to get AI working inside their own business
For teams and employers
Training for your team
Bring forward deployed engineering skills to your engineers and solutions staff. We are preparing team enrollment options for companies.
- Group enrollment options, coming soon
- A briefing call to discuss your goals
- Details on format, dates and pricing as they are confirmed
Tell us about your team and what you want to build. We will follow up with next steps.
Questions
Frequently asked questions
What is a Forward Deployed Engineer?
A software engineer who works alongside a customer to make a product, often an AI system, work in that customer's real business. They build, connect, customize and train, and they bring what they learn back to the product team.
Do I need prior experience?
We are finalizing prerequisites. The program is designed for people with some technical background, such as software, data or solutions engineering. Details will be published before enrollment opens.
Is this a degree or college program?
No. AI FDE School provides non-credit, skills-based training. It is not a degree program, is not an accredited college or university, and does not award academic credit.
Do you guarantee a job?
No. We do not offer job placement and we do not guarantee employment, salary or any other outcome. Our goal is to teach practical skills. What you do with them is up to you.
When does it start, and what will it cost?
Those details are coming soon. Join the interest list and we will email you when they are final.
Can my employer sponsor my training?
We are preparing team enrollment options. Tell us about your team through the form below and we will follow up. Whether your employer pays for training is a matter between you and them.
Who can take the training?
AI FDE School is an online program offered to learners and teams in the United States.
Interest list
Be first to know
Tell us a little about yourself and we will email you when program details, dates and pricing are confirmed.
- No payment is taken on this site today
- One email when details are ready, plus occasional program updates
- Your details are used only to contact you about AI FDE School