The FDE Coach blog · new articles every day
Practical guides for engineers who ship AI.
Step-by-step builds with free AI tools, what just shipped in AI and why it matters, and Forward Deployed Engineer playbooks on interviews, pay and client work.
Answers to what engineers are searching for.
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Guides
AI Engineer Bootcamp London: Skills, Cost, and Career Outcomes Compared
Compare London's AI engineer bootcamps on real skills, cost, and job outcomes. Data-backed analysis for engineers pivoting into AI in 2025. No fluff.
10 min read
Guides
Hyperskill AI Engineer Bootcamp Review: Curriculum, Projects, and Outcomes
A hands-on, engineer-to-engineer review of the Hyperskill AI Engineer Bootcamp. We dissect the curriculum, project portfolio, learning experience, and career outcomes to help you decide if it's worth your time and money.
10 min read
Guides
Forward Deployed Engineer Entry Level: How to Break In with No Experience
Landing an entry-level Forward Deployed Engineer role without a traditional background is possible. Learn the specific technical stack, portfolio projects, and interview strategies to bypass the experience paradox and get hired.
10 min read
Guides
Essential Forward Deployed Engineer Tools: The Technical Stack for Impact
Master the forward deployed engineer tools that turn customer friction into production code. From debugging proxies to AI copilots, here is the FDE stack.
10 min read
Guides
AI Engineer Job Trends in 2025: Demand, Skills, and Market Outlook
The 2025 AI engineer job market is on fire. We break down exploding demand, salary data for $900K+ roles, critical skills, and the sectors hiring aggressively.
9 min read
Guides
The Forward Deployed Engineer Interview Process: A Tactical Preparation Guide
Master the FDE interview with a round-by-round tactical breakdown. Learn the coding, system design, and deployment scenarios that separate top candidates from the pack.
8 min read
Guides
AI Engineering Bootcamp for Programmers: Fast-Track Your Career in 2026
Cut through the noise to find the best AI engineering bootcamp for programmers. A technical deep-dive into curriculums, real costs, ROI, and the skills that actually land $200k+ FDE roles.
8 min read
Guides
Forward Deployed Engineer Pros and Cons: Is This High-Impact Role Right for You?
Forward deployed engineer pros and cons explained: travel, pay, burnout, and whether FDEs are real engineers. A zero-fluff guide to deciding if the role fits your career.
11 min read
Guides
Solutions Engineer vs Forward Deployed Engineer: Key Role and Impact Differences
Solutions Engineer vs FDE: a no-fluff breakdown of scope, comp, impact, and daily reality. Learn which post-sales technical role fits your engineering career.
11 min read
Guides
AI Engineer Bootcamp GitHub Projects: Build a Portfolio That Gets You Hired
Stop passively cloning repos. Learn how to fork, refactor, and ship AI Engineer Bootcamp GitHub projects that prove you can build production systems, not just run notebooks.
9 min read
Guides
Azure AI Engineer Bootcamp: Skills, Salary & Is It Worth It in 2025?
An engineer's no-BS guide to Azure AI bootcamps. Breakdown of skills, AI-102 certification, real salary data, and whether a bootcamp beats self-study for cloud AI roles.
11 min read
Guides
Forward Deployed Engineer at Google Zurich: Role, Salary & Hiring Process
Deep dive into the Forward Deployed Engineer role at Google Zurich: daily responsibilities, team structure, salary benchmarks, and the exact interview loop you need to pass to get in.
8 min read
Guides
Do Air Force Engineers Get Deployed? Reality vs. Tech FDE Roles
Yes, Air Force engineers deploy, but not like infantry. Explore deployment frequency, base locations, and how a Forward Deployed Engineer role compares to military civil engineering.
8 min read
Guides
Palantir FDSE New Grad: Salary, Role, and Early Career Trajectory
A high-signal breakdown of the Palantir Forward Deployed Software Engineer (FDSE) new grad role: real salary data, day-to-day responsibilities, interview prep, and the 2-5 year career trajectory.
11 min read
Guides
Forward Deployed Engineer Qualifications: 8 Skills That Matter in 2026
Forward deployed engineer qualifications go beyond coding. Master the technical, commercial, and operational skills that turn FDEs into revenue multipliers.
11 min read
Guides
What Is an AI FDE at Palantir? The Role and Its Impact Explained
An AI FDE at Palantir is a hybrid engineer who deploys AI models into classified and commercial environments, solving problems that can't be solved remotely. Learn the role, required skills, and impact.
9 min read
Guides
Palantir FDE Interview Prep: Master the Full Loop in 2025
A tactical, engineer-to-engineer guide to the Palantir Forward Deployed Engineer interview. Covers the decomp, learning, and hiring manager stages with real frameworks.
9 min read
Guides
Forward Deployed Engineer Early Career: How to Break In and Excel with No Experience
A zero-fluff guide for new grads and career switchers breaking into Forward Deployed Engineering. Learn the exact skills, portfolio projects, and interview prep needed to land your first FDE role.
9 min read
Guides
AI Engineer Job Interview Questions: A Tactical Prep Guide for 2025
Master AI engineer job interview questions with a tactical prep guide. Covers ML fundamentals, system design, LLM deployment, and live coding patterns for 2025.
9 min read
Guides
Palantir FDE Explained: The Role, Impact, and Why It’s a Career Accelerator
A deep-dive into the Forward Deployed Engineer role at Palantir: what FDEs actually do, how they differ from SWEs, compensation data, and why the role accelerates your career trajectory.
10 min read
Guides
AI/ML Engineer Early Career at Lockheed Martin: Mission, Skills & Hiring
A practical guide to landing an early-career AI/ML role at Lockheed Martin. Covers security clearance, technical stacks, mission-driven work, and salary data.
10 min read
Guides
Forward Deployed Engineer Experience: What a Day on the Front Lines Actually Looks Like
A no-BS breakdown of the forward deployed engineer experience. Learn what FDEs actually do, daily workflows, required skills, salary data, and whether the role is right for you.
9 min read
Guides
Forward Deployed Engineer Remote Jobs: Land a High-Impact, High-Pay Role in 2025
Forward Deployed Engineer remote jobs blend elite coding with customer-facing strategy. Learn salaries ($150k–$350k+), required skills, and how to land a remote FDE role at top tech companies.
8 min read
Guides
AI Engineer Job Market Reddit: Sentiment, Trends & Reality Check 2025
A data-driven deep dive into the AI Engineer job market using Reddit sentiment analysis. We cut through the hype to reveal real salary trends, entry-level barriers, and the skills that actually get you hired.
9 min read
453 articles and counting