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 Machine Learning Engineer Bootcamp: What a Strong Curriculum Covers in 2026
A strong AI ML engineer bootcamp goes beyond Jupyter notebooks. Learn the exact curriculum, production engineering skills, and portfolio projects required to get hired.
9 min read
Guides
AI Engineer Career Salary: 2026 Trajectory, Growth & Earning Potential
An engineer-to-engineer breakdown of AI career salary data: from $90K entry-level to $500K+ principal roles. Covers equity, hourly rates, monthly take-home, and the skills that unlock top-tier compensation.
7 min read
Guides
AI Engineer Career Path at Google: Skills, Ladder, and Progression
A no-fluff guide to the AI Engineer career path at Google. Covers the full ladder from L3 to L8, required skills, interview prep, and salary data.
10 min read
Guides
Palantir Forward Deployed Engineer Compensation: Base, Bonus & Equity 2025
Deep dive into Palantir Forward Deployed Engineer compensation for 2025. Real numbers on base salary, bonus, equity, and total comp from entry-level to senior.
7 min read
Guides
Forward Deployed Engineer Salary at Anthropic: 2025 Compensation Breakdown
Deep dive into Anthropic's Forward Deployed Engineer salary bands: base pay $250K-$375K, total comp reaching $550K+, plus equity structure, leveling, and how to negotiate.
8 min read
Guides
Forward Deployed Software Engineer New Grad Salary & Compensation 2026
Real FDE new grad salary data: base pay, equity, signing bonuses, and per-hour breakdowns. See how Palantir stacks against startups and FAANG for forward deployed roles.
12 min read
Guides
Palantir Forward Deployed Engineer Interview Questions: The Complete 2025 Prep Guide
Master the Palantir FDSE interview loop with real questions from each stage. Learn decomposition, deployment strategy, and system design tactics to signal like a forward deployed engineer, not a generic SWE.
14 min read
Guides
Forward Deployed Engineer Job Description: Core Duties & Responsibilities
Decode the forward deployed engineer job description: core duties, required skills, salary bands, and how FDE differs from solutions engineering. A zero-fluff guide.
10 min read
Guides
Forward Deployed Engineer Prep: Technical & Behavioral Readiness Plan
A tactical, no-fluff guide to forward deployed engineer prep: master the technical stack, behavioral signals, and portfolio artifacts that win FDE offers at top-tier companies.
10 min read
Guides
Google FDE Interview Blind Prep: The Signal-First Strategy
Cut through the noise of Google FDE interview Blind threads. A tactical prep guide for the Forward Deployed Engineer loop focused on building signal over memorization.
11 min read
Guides
The Forward Deployed Engineer Career Path: How to Transition into an FDE Role
A practical guide to the forward deployed engineer path: skills, salaries, interview prep, and how to pivot from software engineering into high-impact FDE roles.
11 min read
Guides
How to Land AI Engineer Jobs in Europe: Visa, Remote & Startup Roles in 2025
Master the European AI job market with this engineer's guide. Covers visa sponsorship paths, salary bands by country, remote work tactics, and startup hiring strategies.
9 min read
Guides
Palantir FDE Interview Questions: Decomposition, Debugging & Demo Prep
Master the Palantir FDE interview with real decomposition and debugging questions. Learn the 30-60-90 answer, demo prep strategy, and what FDEs actually do.
11 min read
Guides
Forward Deployed Engineer Internships: Where to Apply and How to Stand Out
A tactical guide to landing Forward Deployed Engineer internships. Covers top companies, required skills, interview prep, and how to build a standout project portfolio.
10 min read
Guides
Forward Deployed Engineer in AI: Career Path, Skills, and Salary Outlook
Master the Forward Deployed Engineer (FDE) role in AI: technical skills, salary bands, interview prep, and how to bridge LLMs with enterprise reality.
9 min read
Guides
Forward Deployed Engineer in AI: 2025 Salary & Career Path Guide
Break down the forward deployed engineer AI salary for 2025. See comp bands from $150K to $500K+, required skills, and the exact career path to land these high-impact roles.
10 min read
Guides
Forward Deployed Engineer Pros and Cons: Is This Career Right for You?
Explore the real pros and cons of the Forward Deployed Engineer role. High comp and outsized impact vs. travel burnout and context switching—decide if FDE fits.
10 min read
Guides
Forward Deployed Engineer Training Program: Skills, Roadmap & Certifications
A no-fluff breakdown of the modern forward deployed engineer training program: the technical stack, AI/LLM skills, and customer engineering muscles you need to build.
10 min read
Guides
How to Start a Freelance AI Engineer Career: Find Jobs & Build Clients
A practical engineer's guide to launching a freelance AI career. Learn where to find high-paying remote jobs, how to price your services, and the exact tech stack to master.
9 min read
Guides
Is AI Engineering in Demand? 2025 Job Growth, Market Trends & Future Outlook
Hard data on why AI engineering demand is skyrocketing: 74% job growth, $200K+ median salaries, and the skills that separate hype from high-paying roles.
9 min read
Guides
What Is an AI Engineer? Job Scope, Responsibilities & Daily Work
A no-fluff breakdown of the AI engineer job description: what you actually build, core responsibilities, daily workflows, salary data, and how this role differs from software engineering.
13 min read
Guides
How to Become an AI Engineer Without a Degree: A Practical Career Path
A zero-fluff, engineer-to-engineer guide on landing AI engineer jobs with no degree. Learn the exact skills, portfolio projects, and job-hunting tactics to break into AI without a CS diploma.
14 min read
Guides
Forward Deployment Meaning in Tech: The Customer-Embedded Model Explained
Forward deployment meaning in tech goes beyond military logistics. Learn how embedded engineers bridge the gap between product and reality, driving adoption under fire.
9 min read
Guides
How to Plane End Grain: An Engineering Approach to Clean, Tear‑Free Cuts
Apply first-principles physics to the woodshop. Learn how to plane end grain without splitting or tear-out, covering blade geometry, cutting angles, and jigs.
10 min read
453 articles and counting