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 Roadmap: From Zero to FDE in 2025
Master the Forward Deployed Engineer roadmap with this zero-to-FDE guide. Learn the exact skills, projects, and interview prep needed to break into the $200K+ role blending engineering and customer obsession.
10 min read
Guides
Senior AI Engineer Salary 2026: Real Data From Levels to FAANG
Senior AI Engineer salary data for 2026: base, equity, and total comp at FAANG, startups, and remote roles. See how specialization in LLMOps or inference pushes pay past $500K.
13 min read
Guides
Forward Deployed Engineer Skills: The 8-Pillar Toolkit That Gets You Hired
Master the forward deployed engineer skills that top tech companies demand. From systems thinking to customer empathy, this engineer-to-engineer guide breaks down the exact technical and human skills required to ship production code inside a burning building.
12 min read
Guides
AI Engineer Jobs Quereinsteiger: Your 2026 Career Switch Guide
A no-fluff guide for career switchers breaking into AI engineering. Covers skills, portfolio projects, salary data, and why the demand spike makes now the right time.
13 min read
Guides
Forward Deployed Engineer Roadmap: Skills, Projects & Career Pivot
A practical, no-fluff roadmap to become a Forward Deployed Engineer. Learn the technical skills, build the portfolio projects, and execute the career pivot into this high-impact, customer-facing engineering role.
12 min read
Guides
FDE vs Software Engineer Salary: 2025 Compensation, Equity & Risk Premium
Compare forward deployed engineer vs software engineer salary data for 2025. Real numbers on base, equity, and the FDE risk premium at Palantir, Google, and startups.
12 min read
Guides
OpenAI Forward Deployed Engineer Interview: Questions, Process & Prep Strategy
A no-fluff engineer's guide to the OpenAI FDE interview. Covers the coding, system design, and customer-centric rounds with example questions, prep tactics, and a detailed FAQ.
9 min read
Guides
Inside Palantir FDE Training: What to Expect and How to Prepare
A no-fluff breakdown of Palantir's Forward Deployed Engineer training: the technical stack, Foundry deep-dive, Delta simulations, and the mental models you need to survive.
7 min read
Guides
AI Engineer Job Titles Explained: Entry-Level to Staff (2026 Guide)
Decode the chaos of AI engineer job titles. From entry-level ML roles to Staff AI Engineer, learn the scope, salary, and skills for every tier in the modern stack.
9 min read
Guides
AI Engineer Career Path: Skills, Roles & Progression Roadmap (2026)
A no-fluff guide to the AI Engineer career path: from foundational Python and MLOps to specialized LLM architecture. Includes salary data, role comparisons, and a practical skills progression roadmap.
7 min read
Guides
AI Engineer Jobs for Freshers Remote: Your 2026 Playbook to Get Hired
Landing remote AI engineer jobs as a fresher is tough but not impossible. Learn the real salary data, required skills, portfolio projects, and where to apply to break in.
8 min read
Guides
Forward Deployed AI Engineer Salary in India: 2025 Compensation Guide
Real 2025 salary data for Forward Deployed AI Engineers in India: base pay, equity, and total comp breakdowns by experience, location, and company tier. No fluff.
10 min read
Guides
FDE Interview at OpenAI & AI Labs: The Complete Preparation Guide
Master the Forward Deployed Engineer interview at OpenAI and similar AI labs. Covers the coding, system design, and customer-facing rounds with real prep strategies.
10 min read
Guides
AI Engineer Jobs for 2 Years Experience: The Career Positioning Blueprint
Land AI engineer jobs with 2 years of experience by reframing your background, mastering the interview loop, and targeting high-growth niches. No bootcamp required.
8 min read
Guides
Forward Deployed Engineer Salary UAE: 2025 Compensation, Equity & COL
Real forward deployed engineer salary UAE data for Dubai and Abu Dhabi. Covers base pay, equity, total comp at Palantir and startups, plus cost of living breakdown.
9 min read
Guides
AI Engineer Career Path: What Reddit Gets Right and Wrong About Breaking In
Cut through the noise of r/cscareerquestions and r/LLMDevs. A high-signal guide to the real AI engineer career path in 2026—skills, salaries, and the truth behind the hype.
9 min read
Guides
Complete Full Stack AI Engineer Bootcamp for Beginners: Week-by-Week Breakdown
A realistic, week-by-week breakdown of a complete full stack AI engineer bootcamp for beginners. No fluff—just the tools, projects, and architecture you'll master.
9 min read
Guides
How to Land AI Engineer Jobs Without a Degree in 2025
No CS degree? No problem. A practical, no-BS guide to landing AI engineer jobs without a degree by building a signal-rich portfolio, mastering the right skills, and bypassing HR filters.
9 min read
Guides
The Palantir Unique FDE Model: A Technical and Business Analysis
Deep dive into Palantir's Forward Deployed Engineer model: how it blends field CTO, SWE, and data scientist to reduce sales cycles, why it's a durable moat, and the unit economics that make it work.
9 min read
Guides
Network Engineer vs Software Engineer: Which Career Is Better for You in 2025?
Compare network engineer vs software engineer career paths head-to-head: salary data, skill maps, daily reality, and future outlook to decide which is better for you.
14 min read
Guides
Palantir Forward Deployed Engineer Role: Embedding, Ontology & Problem-Solving
Deep dive into the Palantir FDE role: how engineers embed with customers, build on the ontology, and solve high-stakes technical problems in the field.
13 min read
Guides
Entry-Level AI Engineer Jobs for Freshers in India: 2025 Roadmap
A no-fluff guide to landing entry-level AI engineer jobs for freshers in India. Covers salaries, top hiring companies, skill roadmaps, and resume tips for 2025.
10 min read
Guides
Forward Deployed Engineer Salary in Dubai: 2025 Compensation & Cost of Living Guide
Real data on forward deployed engineer salary in Dubai. We break down base pay, equity, benefits, tax advantages, and cost of living to calculate your true take-home.
10 min read
Guides
How to Get Into Forward Deployed Engineer Roles: A Practical 2025 Guide
A zero-fluff engineer's guide to landing an FDE role in 2025: required skills, the interview gauntlet, salary data, and a 90-day upskilling plan.
7 min read
453 articles and counting