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 Job Titles: The 2025 Role Hierarchy & Career Map
Decode the chaos of AI engineer job titles. From entry-level to principal, learn the exact role hierarchy, salary bands, and skill expectations that define the modern AI engineering career ladder.
10 min read
Guides
OpenAI FDE Interview Reddit: The Brutal Reality of the Process
A no-BS breakdown of the OpenAI Forward Deployed Engineer interview loop. Covers the coding refactor, system design, AI architecture, and the 'vibe check' based on real Reddit reports.
9 min read
Guides
FDE Interview Google: 7-Step Prep Plan to Ace the Forward Deployed Engineer Loop
Master the Google FDE interview loop with a technical deep-dive into system design, coding, ML breadth, and behavioral rounds. Proven strategies from recent L4/L5 loops.
12 min read
Guides
Solutions Architect vs Forward Deployed Engineer: Impact Compared
A no-fluff comparison of Solutions Architect vs Forward Deployed Engineer roles: responsibilities, salary, career trajectory, and which role creates more technical leverage in the AI era.
8 min read
Guides
Forward Deployed Engineer Career Path: From Embed to Executive
A practical career map for Forward Deployed Engineers. Covers the FDE ladder from junior embed to CTO, salary benchmarks, required skills, and exit opportunities.
10 min read
Guides
Palantir FDE Interview Reddit Insights: Deconstructing the Loop
Aggregate Reddit wisdom on the Palantir FDE interview process. Learn the loop structure, difficulty, pass rates, and a practical prep plan to navigate the gauntlet.
9 min read
Guides
Forward Deployed Engineer vs SRE: Role, Impact, and Career Paths Compared
Forward Deployed Engineer vs SRE: a tactical breakdown of responsibilities, coding depth, compensation, and career leverage. Learn which path fits your engineering DNA.
11 min read
Guides
AI Engineer vs Software Engineer: Career Path, Skills, and Salary Compared
AI engineer vs software engineer: a no-fluff comparison of skills, career paths, and salary data. Learn which role fits your strengths and how to pivot without starting over.
10 min read
Guides
Forward Deployed Engineer vs Software Engineer: Role, Skills, and Career Path
Forward Deployed Engineer vs Software Engineer: a deep dive into responsibilities, skills, compensation, and career arcs. Learn which path fits your engineering DNA.
9 min read
Guides
AI Engineer Job Scope 2025: Defining the Boundaries of the Role
The AI Engineer job scope in 2025 blends applied research, backend engineering, and product sense. Learn the exact role boundaries, required skills, salary bands, and daily workflows.
11 min read
Guides
Forward Deployed Engineer Careers: Your Launchpad to CTO and Founder Roles
Forward deployed engineer careers blend elite coding, client empathy, and systems thinking. Learn the FDE role, salary data, required skills, and how this path fast-tracks you to CTO and founder.
12 min read
Guides
Forward Deployed Engineer at Palantir Australia: Salary, Perks, and How to Get Hired
Real data on Palantir FDE salary in Australia, from AUD $120k to $300k+. Explore comp structure, perks, the interview loop, and how to position yourself for success.
7 min read
Guides
AI Engineer vs Software Engineer: Career Path, Skills, and Salary Compared
AI engineer vs software engineer: a practical comparison of day-to-day work, required skills, career paths, and salary data. Learn which role fits your goals.
10 min read
Guides
Forward Deployed Engineer Average Salary: 2025 Global City-by-City Breakdown
Real forward deployed engineer average salary data for SF, NYC, London, and 8 other hubs. See how equity, travel, and security clearance factor into FDE comp.
9 min read
Guides
Databricks FDE Interview Questions: A Signal-First Prep Guide
Master Databricks FDE interview questions with a signal-first approach. Covers coding, architecture, scenario-based, and behavioral rounds with real patterns from recent loops.
10 min read
Guides
Forward Deployed Engineer vs SRE: Role, Impact, and Career Paths Compared
Forward Deployed Engineer vs SRE: a technical breakdown of responsibilities, required skills, salary expectations, and how each role drives business value differently.
8 min read
Guides
Forward Deployed Engineer Salary Levels: An FYI Compensation Breakdown
A data-driven breakdown of forward deployed engineer salary levels by company, tier, and experience. See real FYI compensation ranges from Palantir to startups.
12 min read
Guides
Forward Deployed Engineer Questions: A Signal-First Interview Prep Guide
Master the forward deployed engineer interview with high-signal questions, technical breakdowns, and strategic frameworks. Covers Palantir, Google, and Anthropic FDE loops.
11 min read
Guides
HackerRank Forward Deployed Engineer Salary in India (2025 Guide)
Unpack HackerRank FDE salaries in India: Bengaluru ranges, equity vs cash breakdown, leveling (L1-L4), and how to negotiate. Data from Glassdoor, levels.fyi, and real offers.
9 min read
Guides
Forward Deployed Engineer Average Salary in India: 2025 City-Wise Breakdown
Real city-wise FDE salary data for India in 2025: Bengaluru ₹35-60 LPA, remote pay, Google vs startup bands, and how to negotiate top-of-band offers.
13 min read
Guides
Forward Deployed Engineer Salary Remote: Negotiating Location-Independent Pay in 2025
A practical guide to forward deployed engineer salary benchmarks for remote roles, including equity, travel premiums, and scripts for negotiating location-independent pay.
9 min read
Guides
Forward Deployed Engineer: How to Become One Without a CS Degree
A no-fluff guide to becoming a Forward Deployed Engineer. Learn the exact skills, non-traditional paths, and portfolio strategies to break into this $200K+ role.
8 min read
Guides
Forward Deployed Engineer Blog: What to Read to Understand the Role
Cut through the hype. This guide maps the critical reading list—from technical deep dives and diary breakdowns to trust-building tactics—that defines a Forward Deployed Engineer.
8 min read
Guides
Forward Deployed Engineer Tools: The 2025 Ecosystem for Rapid Deployment
A field manual to the FDE tools ecosystem: from scripting SDKs and infra-as-code to customer debug proxies. Stack rankings, anti-patterns, and the kit that ships value in week one.
9 min read
453 articles and counting