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
Forward Deployed Engineer Median Salary: 2025 Compensation Data
Real 2025 compensation data for Forward Deployed Engineers: median salary, total comp by tier, equity ranges, and how geography and AI skills shift the numbers.
8 min read
Guides
Forward Deployed Engineer Google Salary: Levels, Ranges & Negotiation
Unpack Google FDE salary bands from L4 to L6, equity refreshers, and how to negotiate a $450K+ offer. Real numbers, leveling logic, and a tactical comp breakdown.
9 min read
Guides
How to Land AI Engineer Jobs in Vancouver in 2025: Skills, Salary & Networking
Master the technical stack, salary negotiation, and networking strategy to land top AI engineer jobs in Vancouver. A no-fluff guide for engineers building their career in Canada's fastest-growing AI hub.
11 min read
Guides
Best Books for Forward Deployed Engineers: System Design to Customer Empathy
A curated library for the modern FDE: technical foundations, system design, on-site communication, and the empathy required to ship in the messy enterprise. Stop guessing and start reading.
9 min read
Guides
Training for Forward Deployed Engineer: Cohort-Based Programs vs Self-Study
Compare cohort-based training for forward deployed engineers with self-study. Learn which path accelerates the T-shaped skillset needed to ship production prototypes under enterprise constraints.
14 min read
Guides
Forward Deployed Engineer vs Solutions Engineer: Scope, Travel & Impact
Forward deployed engineer vs solutions engineer: compare scope, coding depth, travel, and career impact. Learn which role fits your skills and how AI is reshaping both.
10 min read
Guides
How to Get Into Forward Deployed Engineering: The 2025 Guide
Master the FDE career path: learn the exact skills, portfolio projects, and interview strategy to land a Forward Deployed Engineer role in high-growth AI and SaaS companies.
12 min read
Guides
Forward Deployed Engineer Salary Levels FYI: 2025 Compensation Guide
Deep-dive into 2025 FDE salary levels: from Palantir to startups. Real total comp data, leveling frameworks (L1-L5), equity breakdowns, and how to negotiate the $500K offer.
9 min read
Guides
AI Engineer Bootcamp: Choosing a Program That Prepares You for FDE Roles
Stop chasing certificates. Learn how to evaluate an AI engineer bootcamp that builds the demo, debugging, and integration skills required for Forward Deployed Engineer roles.
10 min read
Guides
Forward Deployed Engineer Salary Bay Area: 2025 Ranges, Equity & Negotiation
Real 2025 FDE salary data for the Bay Area: base pay, equity, and total comp from entry-level to Staff+. Negotiate your offer with hard numbers, not fluff.
10 min read
Guides
What Is a Palantir FDE? Role, Pay & Why It’s a Startup Bootcamp
A Palantir Forward Deployed Engineer bridges software and the battlefield. Learn the role, responsibilities, $175K+ salary, and why ex-FDEs dominate the startup world.
10 min read
Guides
How to Become a Forward Deployed AI Engineer: A Practical Learning Path
Learn how to become a Forward Deployed AI Engineer with a practical roadmap. Master AI integration, demo engineering, and high-stakes debugging to ship in chaos.
10 min read
Guides
AI Engineer Career Change: Practical Roadmap from Non-AI Roles in 2025
Transition into an AI engineer role without a PhD. A tactical guide covering skills, portfolio projects, salary data, and the exact roadmap for career changers.
13 min read
Guides
Palantir FDE LinkedIn Profiles: Optimize Yours for Recruiter Visibility
Learn how to structure your Palantir Forward Deployed Engineer LinkedIn profile to signal the exact hard skills, deployment narrative, and technical depth that FDE recruiters scan for.
16 min read
Guides
AI Engineer Jobs with Visa Sponsorship: A 2025 Guide for Internationals
A practical guide to landing AI engineer jobs with visa sponsorship in 2025. Covers salary data, top hiring hubs, and how to build a portfolio that gets you noticed.
12 min read
Guides
Palantir FDE Salary & Levels: Base Pay, Bonuses & Total Comp 2025
A data-backed breakdown of Palantir Forward Deployed Engineer (FDE) salary levels, from new grad to senior. Covers base pay, equity, bonuses, and total comp.
8 min read
Guides
Forward Deployed Engineer Salary in Paris: 2025 Ranges, Bonuses & Cost of Living
Real compensation data for Forward Deployed Engineers in Paris: base salaries, equity, bonuses, and a cost-of-living analysis for France's tech capital.
9 min read
Guides
AI Engineer Entry Level Salary: 2025 Guide to Pay & Negotiation
Real 2025 data on AI engineer entry level salary: what top companies pay, how location shapes comp, and negotiation scripts to maximize your first offer.
12 min read
Guides
Solutions Engineer vs Software Engineer: Day-to-Day, Comp & Career Growth
Compare Solutions Engineer vs Software Engineer roles: daily responsibilities, salary trajectories, skills required, and which career path offers better growth in the AI era.
9 min read
Guides
Forward Deployed Engineer vs Data Engineer: Scope, Skills & Career Paths
Forward Deployed Engineer vs Data Engineer: compare scope, technical skills, salary, and career paths. Learn which role fits your strengths in 2026.
9 min read
Guides
What Does a Solutions Engineer Do? Role, Skills & FDE Comparison
Solutions Engineers bridge technical expertise and business value. Learn what they do daily, required skills, salary data, and how the role compares to a Forward Deployed Engineer.
11 min read
Guides
What Degree Do You Need to Be an AI Engineer? Traditional vs. Bootcamp Paths
Cut through the noise: compare CS degrees, bootcamps, and self-taught routes for AI engineering. Learn which path delivers ROI, salary outcomes, and practical skills.
10 min read
Guides
What Is a Forward Deployed Engineer? Role, Responsibilities & Career Path
Forward Deployed Engineers bridge product and the battlefield. Learn the FDE role, responsibilities, salary, and how it differs from SWE and Solutions Architects.
9 min read
Guides
Palantir FDE Interview Process: Reddit Insights & How to Prepare
Decode the Palantir FDE interview from real Reddit experiences. Learn the 5-round process, decomp, learning, hiring manager stages, and a battle-tested prep plan.
9 min read
453 articles and counting