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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AI Bootcamp for Software Engineers: Transition to Applied AI Roles in 2025
Stop scrolling Reddit. This guide breaks down how software engineers should approach AI bootcamps to become applied AI engineers, covering curriculums, costs, and the exact skills that get you hired.
10 min read
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How to Choose an AI Engineer Bootcamp Course: 7 Non-Negotiables for Career Switchers
Switching into AI engineering? Stop chasing hype. This guide breaks down curriculum depth, project portfolios, instructor quality, and cost so you pick a bootcamp that actually gets you hired.
10 min read
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Forward Deployed Engineer Technical Skills: The Must-Have Stack for FDE Roles
Master the forward deployed engineer technical skills that top AI labs demand. From rapid prototyping to production hardening, learn the exact stack FDEs use in 2025.
9 min read
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AI Engineer Jobs in Kochi (2026 Guide): Skills, Salaries & Hiring Companies
Land AI engineer jobs in Kochi with this practical guide. Covers essential skills, top hiring companies in Technopark & Infopark, salary bands, and a step-by-step qualification path.
9 min read
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AI Engineer Jobs in the Philippines: Career Path, Skills & 2025 Market Outlook
A practical guide to AI engineer jobs in the Philippines: salary bands, required skills, career path, and how to break in without experience. Updated for 2025.
9 min read
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Palantir FDE Application: How to Craft a Standout Submission
Master the Palantir FDE application with a tactical, engineer-to-engineer guide. Learn how to decode the Forward Deployed Software Engineer role, nail the resume screen, and ace the decomposition interview.
9 min read
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Build a Forward Deployed Engineer Portfolio on GitHub That Gets Interviews
A tactical guide to building a GitHub portfolio that proves you can code, sell, and deploy AI solutions in the messy enterprise wild. No fluff, just repo structures, project ideas, and READMEs that FDE hiring managers actually read.
11 min read
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Salesforce FDE Interview Process: A Tactical Guide to the Full Loop
Master the Salesforce Forward Deployed Engineer (FDE) interview loop. Tactical breakdown of technical screens, system design, and executive rounds without LeetCode drills.
9 min read
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Anthropic FDE Interview: Questions, Process & Prep Strategy
Decoding the Anthropic Forward Deployed Engineer interview loop: real CodeSignal patterns, system design expectations, and how to think like an FDE when the problem isn't on LeetCode.
9 min read
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What Are Forward Deployed Engineers and Why Are They So In Demand?
Forward Deployed Engineers solve high-stakes technical problems inside customer environments. Discover the FDE role, skills, salary, and why demand is exploding.
9 min read
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Forward Deployed Engineer Freelance: Go Independent & Find Clients
Break down the real mechanics of going freelance as a Forward Deployed Engineer. Learn pricing models, client acquisition, and tactical execution for high-stakes independent work.
10 min read
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Google SDE Interview LeetCode Prep: Patterns, Strategy & Study Plan
Master the Google SDE interview with our LeetCode strategy guide. Learn the 14 essential coding patterns, a 12-week study plan, and tactical execution tips to crack the loop.
8 min read
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Firmware Engineer vs Software Engineer Salary: 2025 Compensation Comparison
Hard data on firmware engineer vs software engineer salary in 2025. Compare total comp by level, location, and industry, and decide which path pays best long-term.
13 min read
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Palantir FDE Compensation: Salary Bands, Equity & Bonus Breakdown
Deep dive into Palantir Forward Deployed Engineer compensation for 2025-2026. Covers base salary bands by level, equity (RSUs/options), bonus structure, and negotiation levers.
9 min read
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FDE Interview Prep: Master Decomposition, Strategy & Execution Questions
A tactical guide to the Forward Deployed Engineer interview loop: how to structure decomposition, strategy, and execution answers with frameworks that mirror the actual job.
15 min read
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What Is a Deployment Engineer? Role, Responsibilities, and Career Path
Deployment engineers bridge the gap between code and production. Discover the role, salary bands up to $300k+, and how it differs from a Forward Deployed Engineer.
9 min read
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How to Start an AI Engineer Career in 2026: A No-Fluff Roadmap
Cut through the hype and build a practical AI engineering career. A step-by-step roadmap covering skills, projects, job tiers, and salary data—no bootcamp fluff.
9 min read
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Forward Deployed Engineer Hiring: Trends, Companies, and Job Market 2025
A tactical guide to forward deployed engineer hiring in 2025: which companies are hiring, salary bands, demand trends, and how to break into the role.
11 min read
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How to Become a Forward Deployed Engineer: Qualifications & Skills
A practical, no-fluff guide to the qualifications, technical stack, and soft skills needed to land a Forward Deployed Engineer role in 2026. Includes compensation data and a concrete roadmap.
11 min read
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Forward Deployed Engineer Interview Experience: Patterns, Prep & Tips
Master the Forward Deployed Engineer interview with a breakdown of the process, common patterns, technical depth required, and practical tips from real experiences. Covers Google, Palantir, and top tech firms.
11 min read
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Forward Deployed Engineer Salary Range: Entry-Level to Senior Pay Bands
Unpack the forward deployed engineer salary range from entry-level to senior. Data-backed pay bands, equity splits, top-paying companies, and how to negotiate your FDE offer.
10 min read
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Forward Deployed Engineer Salary: Glassdoor Data & 2025 Compensation Guide
Deep dive into forward deployed engineer salary data from Glassdoor and real offers. Compare base pay, equity, and total comp by tier and geo—and learn how to negotiate higher.
9 min read
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Forward Deployed Engineer India Jobs: Bangalore, Pune & Market Guide
Navigate the 2025 Indian FDE job market with data-driven salary benchmarks for Bangalore and Pune, top hiring companies, required tech stacks, and tactical strategies to land a forward deployed role.
10 min read
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Are AI Engineering Bootcamps Worth It? Cost, Outcomes & the Zach Wilson Effect
A hard-nosed analysis of AI engineering bootcamps: comparing cost, curriculum depth, and hiring outcomes. We evaluate Zach Wilson's DataExpert.io against the market.
9 min read
453 articles and counting