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
Palantir FDE Interview Prep: Master Decomposition, Strategy & Execution
A tactical guide to the Palantir Forward Deployed Engineer interview. Learn the frameworks for decomposition, strategy, and execution rounds with example drills.
9 min read
Guides
AI Engineer Career Path: Harsh Truths & Actionable Advice from Reddit
Distilled from Reddit's experienced engineers: the no-nonsense AI engineer career path. Covers salary data, self-taught viability, and the roadmap to 2026.
9 min read
Guides
AI Engineer Requirements: Skills, Education & Portfolio You Actually Need
Cut through the hype. This guide breaks down the actual AI engineer requirements for 2025: the technical stack, education reality, and portfolio projects that get you hired.
8 min read
Guides
How to Land Forward Deployed Engineer Jobs for Freshers: A Practical Guide
A no-fluff guide to landing forward deployed engineer jobs for freshers. Learn the exact skills, portfolio projects, and interview prep to break in without experience.
9 min read
Guides
Palantir FDE Echo & Delta Programs: Career Impact, Salaries & Roles
A technical breakdown of Palantir's Echo and Delta programs for Forward Deployed Engineers. Compare roles, salary bands, promotion paths, and strategy to decide which track fits your career.
8 min read
Guides
Essential Books for Forward Deployed Engineers: Technical and Strategic Reads
Master the hybrid craft of engineering and consulting. Discover the essential books for forward deployed engineers to build technical depth, strategic thinking, and customer empathy.
11 min read
Guides
Palantir FDE Ontology: A Technical Deep Dive for Forward Deployed Engineers
A technical deep dive into Palantir's Ontology—the semantic backbone of Foundry. Learn how Forward Deployed Engineers map real-world entities to digital twins, build operational pipelines, and bridge the gap between raw data and decision-making apps.
9 min read
Guides
FDE Interview LeetCode Prep: Coding Round Strategy & Common Patterns
Master the FDE coding interview with a LeetCode strategy tailored for Forward Deployed Engineers. Learn top patterns, debugging under pressure, and the 'practicality layer' that standard SWE prep misses.
10 min read
Guides
Palantir FDE Explained: Role, Strategy, and Real Customer Impact
A technical deep-dive into the Palantir Forward Deployed Engineer role: how FDEs embed with customers, write production code in chaos, and bridge product gaps to drive enterprise outcomes.
9 min read
Guides
AI Engineer Job Scope: Core Responsibilities & Daily Work in 2025
A concrete breakdown of the AI engineer job scope—from prompt engineering and RAG pipelines to fine-tuning and MLOps. See salary data, daily workflows, and required skills.
9 min read
Guides
AI Engineer Career Path: Specializing on the Azure Ecosystem in 2025
Master the Azure AI engineer career path: from core certifications and salary data to real-world architecture patterns. A zero-fluff technical guide for engineers.
9 min read
Guides
Palantir FDE vs FDSE: Role Differences, Salary, and Career Paths
Palantir FDE vs FDSE: a no-fluff breakdown of Forward Deployed Engineer and Forward Deployed Software Engineer roles, daily work, salary bands, career ladders, and which path fits you.
8 min read
Guides
How to Land an AI Engineer Job at Entry Level: Skills, Strategy & Salary
A practical, no-fluff guide to landing an entry-level AI engineer job. Covers the exact skills, project portfolio strategy, and how to break in with no experience, plus salary data.
7 min read
Guides
Palantir FDE Intern Interview: Recruiting Process & How to Prepare
Breakdown of the Palantir Forward Deployed Engineer intern loop: resume screen, recruiter call, decomp, learning, and hiring manager interviews. Prep strategy and real expectations.
11 min read
Guides
How to Switch to an AI Engineer Career: A Practical Guide for Experienced Devs
A no-fluff guide for senior developers transitioning to an AI engineering role. Learn the required skill stack shift, practical project roadmaps, and salary negotiations.
9 min read
Guides
Palantir FDE Commercial vs Government: Deployment Differences and Skills Needed
A technical breakdown of Palantir Forward Deployed Engineer roles in commercial vs government sectors. Compare deployment constraints, tech stacks, and the exact skills you need to get hired.
10 min read
Guides
Databricks FDE Interview Insights: What Reddit Reveals in 2025
Cut through the noise with real Databricks FDE interview insights sourced from Reddit and recent candidates. Master the coding, case, and architecture rounds.
9 min read
Guides
Forward Deployed Engineer Demand in India: 800% Surge, Skills & Salaries
Forward Deployed Engineer demand in India has jumped 800%. Explore market trends, top hiring companies, salary benchmarks, required skills, and the fresher roadmap for 2025.
9 min read
Guides
AI Engineer Job Vacancy in India 2026: Find Openings & Apply
Practical guide to landing an AI engineer job vacancy in India. Covers active hiring companies, salary data, application strategy, and portfolio tips for 2026.
10 min read
Guides
What Is a Forward Deployed Engineer and How to Become One in 2026
Forward Deployed Engineers sit between product and the customer, solving mission-critical problems under fire. Learn the skills, salary, and 2026 roadmap to break into this elite technical role.
9 min read
Guides
Forward Deployed Engineer Demand in India: 2026 Trends & Salaries
Forward Deployed Engineer demand in India surged 800% in 2025. Explore 2026 salary bands, top hiring companies, skill roadmaps, and whether an FDE career is worth it.
7 min read
Guides
Forward Deployed Engineer at Microsoft: Job Requirements & How to Apply
Master the Microsoft Forward Deployed Engineer role. Deep dive into requirements, salary bands, interview loops, and the exact application strategy to land the job.
11 min read
Guides
Retrieval Augmented Generation (RAG) for LLMs: A Practical Implementation Guide
A hands-on engineer's guide to Retrieval Augmented Generation (RAG) for LLMs. Learn the architecture, build a production pipeline, and solve hallucination with vector search.
9 min read
Guides
Forward Deployed Engineer Salary in India 2025: Ranges by Experience & City
Forward Deployed Engineer salary in India ranges from ₹20-80 LPA based on experience, company stage, and city. Break down base pay, equity, and how to negotiate top-tier offers.
10 min read
453 articles and counting