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
Google FDE Interview Insights from Blind: Process, Tips & What to Expect
Real Google FDE interview insights from Blind and Reddit: the 5-stage loop, coding vs. architecture expectations, L4 vs L6 differences, and a prep plan to win the offer.
13 min read
Guides
AI Engineer Job Description: Key Responsibilities, Skills & How to Qualify
Master the AI engineer job description: core responsibilities, technical skills, salary data, and the exact portfolio projects that get you hired in 2026.
9 min read
Guides
Forward Deployed Engineer vs. Solutions Engineer: Scope, Comp, and Career Paths
Compare Forward Deployed Engineer vs. Solutions Engineer roles: day-to-day scope, coding depth, compensation bands, and which career path fits your skills.
9 min read
Guides
AI Engineer Job Description: Key Responsibilities, Skills & How to Qualify in 2025
A detailed AI engineer job description example covering core responsibilities, required skills, salary data, and a practical roadmap to qualify for roles paying $200K+.
10 min read
Guides
Microsoft Forward Deployed Engineer Salary: Levels, Pay Bands & Hiring Process
Deep dive into Microsoft Forward Deployed Engineer salary bands from Level 60 to 68. Real compensation data, equity, hiring process, and how the role compares to SWE.
10 min read
Guides
Forward Deployed Engineer Salary on Glassdoor: How to Read & Use the Data
Glassdoor says FDEs earn $120K–$250K+, but the raw numbers hide crucial context. Learn how to decode salary bands, negotiate equity, and understand why Palantir FDEs top the charts.
13 min read
Guides
Google FDE Salary & LeetCode Prep: Crack the Technical Interview
Decode Google Forward Deployed Engineer salary bands (L3–L5) and master the LeetCode-heavy interview loop. Data-backed comp, study plan, and system design tips.
9 min read
Guides
Govini Forward Deployed Software Engineer Salary: 2025 Expectations
Govini FDE salaries: real comp data, equity, and how the role compares to Palantir/OpenAI. See base, bonus, and total compensation ranges for 2025.
9 min read
Guides
Forward Deployed AI Engineer at BCG X: Salary Ranges, Bonuses & Role Explained
Deep dive into the Forward Deployed AI Engineer role at BCG X: salary bands ($176K-$200K+), bonuses, equity, interview process, and how it differs from standard AI engineering.
10 min read
Guides
Forward Deployed Engineer at Databricks India: Salary, Levels & Career Path (2025)
Real compensation data for Forward Deployed Engineers at Databricks India across L3 to L7. Breakdown of base, bonus, equity, and total comp plus the career ladder.
10 min read
Guides
FDE Interview Questions from Reddit: Real Experiences & How to Prepare
Real forward deployed engineer interview questions sourced from Reddit, including Palantir, Google, and Anthropic loops. Covers coding, system design, and deployment troubleshooting with a prep plan.
10 min read
Guides
How to Decode a Palantir FDE Job Posting: Skills, Requirements, and Strategy
Learn to read between the lines of a Palantir FDE job posting. We break down the real skills, hidden requirements, compensation data, and the exact application strategy to land the role.
9 min read
Guides
Solutions Engineer vs Software Engineer Salary: 2026 Compensation & Career Growth Compared
Head-to-head salary breakdown for Solutions Engineer vs Software Engineer: base pay, OTE, equity, career ceilings, and how to pivot without burning out. Data-backed, no fluff.
10 min read
Guides
Can You Find a Free AI Engineer Bootcamp? Viable Self-Study Paths for 2026
Searching for a free AI engineer bootcamp? We break down the real cost of free programs, evaluate the top self-study alternatives, and provide a concrete roadmap to land a $150k+ AI engineering role without paying a dime.
8 min read
Guides
What Is FDE Finish? Decoding the Forward Deployed Engineer Lifecycle
FDE Finish isn't a gun coating—it's the moment a Forward Deployed Engineer ships a prototype, hands it off, and moves on. Learn the full FDE lifecycle.
10 min read
Guides
AI Engineer Career Path at Microsoft: Levels, Promotions & Skills 2025
A practical guide to the AI Engineer career path at Microsoft. Covers salary bands, leveling (59-80+), required skills, interview prep, and how to get promoted.
9 min read
Guides
What Is the Forward Deployed Engineering Model? A Strategic Overview
The Forward Deployed Engineering model embeds elite engineers with customers to ship high-impact solutions fast. Learn what an FDE does, how the model differs from traditional SWE, and why it dominates defense and enterprise AI.
8 min read
Guides
AI Engineer Jobs for 1 Year Experience: Land Your Role in 2026
A tactical guide for engineers with 1 year of experience breaking into AI. Learn how to position your skills, bypass the 3-year catch-22, and target the right roles.
11 min read
Guides
Forward Deployed Engineer Hourly Rate: Consulting vs Full-Time Benchmarks
Real-world forward deployed engineer hourly rate benchmarks for 2025. Compare consulting premiums, full-time equivalents, and equity-adjusted compensation across Palantir, startups, and independent practice.
10 min read
Guides
Product Manager vs Forward Deployed Engineer: Role, Impact & Career Paths
Product Manager vs Forward Deployed Engineer: Compare responsibilities, technical depth, salary, and career trajectories. Learn which role fits your skills and ambition.
9 min read
Guides
Do Military Engineers Get Deployed? Military vs Tech FDE Roles
Yes, military engineers get deployed—often to combat zones. Contrast the deployment reality of Army engineers with the high-stakes, non-combat travel of a Forward Deployed Engineer in tech.
10 min read
Guides
How Long Does It Take to Become an AI Engineer? Realistic 2026 Timeline
A no-fluff timeline for becoming an AI engineer in 2026. From zero coding to job-ready: 6 months to 4 years depending on your background, learning path, and target role.
11 min read
Guides
AI Engineer Salary Per Month: Global Breakdown by Experience & Region (2026)
Real monthly AI engineer salary data from junior to senior across the US, Europe, and Asia. See how location, equity, and specialization push total comp past $20k/month.
9 min read
Guides
What Is a Solutions Engineer? Role, Responsibilities & Daily Work
Discover what a solutions engineer does day-to-day, key responsibilities, required skills, salary data, and how this role differs from software engineering.
15 min read
453 articles and counting