AI Careers

Agent Engineer Interview Guide

What agent engineer interviews are likely to test, read from live postings: agent design, testing, debugging and coding with AI tools, plus practice prompts.

Published Sep 26, 2026 · Updated Oct 2, 2026

Agent Engineer vs AI Engineer vs ML Engineer

What agent, AI and ML engineers each own, and how to tell which job a posting really describes, read from live postings in September 2026.

Published Sep 26, 2026 · Updated Oct 2, 2026

AI Account Executive: Career and Portfolio Guide

What an account executive owns at an AI company, read from seven live postings: pay, deal shape, a first year, and portfolio work you can build.

Published Sep 26, 2026 · Updated Oct 2, 2026

AI Account Executive Interview Guide

The rounds an AI account executive loop tends to run, what AI postings add to each, and eight original prompts to practice out loud.

Published Sep 26, 2026 · Updated Oct 2, 2026

AI Engineer Interview Guide

What an AI engineer interview tends to test, from live postings: coding, designing a model-powered feature, testing and debugging it, with practice prompts.

Published Sep 26, 2026 · Updated Oct 2, 2026

AI Engineer vs ML Engineer vs Software Engineer

What AI engineers, ML engineers and software engineers own, from live postings at the same employers, and how to tell which job a posting describes.

Published Sep 26, 2026 · Updated Oct 2, 2026

AI SDR and BDR: Career Guide, Pay and Path to AE

What SDRs and BDRs do at AI companies, read from seven live postings: targets, posted pay, how AI tooling changed the job and the path to AE.

Published Sep 26, 2026 · Updated Oct 2, 2026

AI SDR and BDR Interview Guide

How to prepare for an SDR or BDR loop at an AI company: the mock cold call, the written email, account research, and original practice prompts.

Published Sep 26, 2026 · Updated Oct 2, 2026

AI SDR Outbound Playbook: Signals to Booked Meetings

A runnable outbound process for AI sales: target list, sourced signals, account research, enrichment, evidence-first sequences and weekly review.

Published Sep 26, 2026 · Updated Oct 2, 2026

Breaking Into AI Sales: Who Gets Hired and How

Who AI companies hire into SDR, AE, sales engineer, account manager and CSM roles, what live postings ask for, and a 90-day plan to get in.

Published Sep 26, 2026 · Updated Oct 2, 2026

Companies Hiring AI Sales Roles

23 open AI sales postings (SDR, BDR, AE, sales engineer, account manager, CSM) with pay text, scope and links, each checked live on September 26, 2026.

Published Sep 26, 2026 · Updated Oct 2, 2026

GTM Engineer Interview Guide

What GTM engineer interviews test, read from live employer postings: take-home builds, lead pipeline design, data quality and stakeholder calls, plus practice.

Published Sep 26, 2026 · Updated Oct 2, 2026

GTM Engineer vs RevOps vs Sales Engineer

What GTM engineers, RevOps and sales engineers own, how each is measured, and how to tell which job a posting really describes, from live postings.

Published Sep 26, 2026 · Updated Oct 2, 2026

How OTE and Sales Pay Plans Work

Base, variable, OTE, quota, accelerators, clawbacks, ramp and equity, worked through with pay ranges from live AI sales postings.

Published Sep 26, 2026 · Updated Oct 2, 2026

How to Become an Agent Engineer

A path into agent engineering from software, data or automation work: what to learn, the course lessons in order, and three portfolio pieces to build.

Published Sep 26, 2026 · Updated Oct 2, 2026

How to Become an AI Engineer: A Path With Proof

A path into AI engineering from software or data work: what to learn in order, and one tested AI project that proves you can do the job.

Published Sep 26, 2026 · Updated Oct 2, 2026

How to Run an AI Sales Cycle, From Discovery to Handoff

A stage-by-stage plan for AI deals: discovery, a test the customer runs, usage pricing, security review, close and handoff, with a gate for each.

Published Sep 26, 2026 · Updated Oct 2, 2026

What Is Different About Selling AI

Usage pricing, pilots judged by evals, technical buyers and data questions: what changes for an AE, SDR, SE or CSM when the product is AI.

Published Sep 26, 2026 · Updated Oct 2, 2026

Agent Engineer: A Practical Career and Portfolio Guide

What agent engineers actually build, why it's harder than it looks, and a portfolio project that shows you can make an agent stop, restart and recover.

Published Sep 17, 2026 · Updated Oct 2, 2026

AI Engineer: A Practical Career and Portfolio Guide

What AI engineers actually build, what to learn first, a portfolio project with eight test cases, and pay posted by real employers.

Published Sep 17, 2026 · Updated Oct 2, 2026

GTM Engineer: A Practical Career and Portfolio Guide

What GTM engineers own, read from real job posts, plus a learning order, posted pay and a portfolio project you can build with fake data.

Published Sep 17, 2026 · Updated Oct 2, 2026

What Is a Forward Deployed Engineer?

What a forward deployed engineer does, shown through one made-up customer problem from discovery to handoff, plus who hires FDEs and what they pay.

Published Aug 10, 2026 · Updated Oct 2, 2026

Forward Deployed Engineer vs Solutions Architect vs Consultant

How FDEs, solutions architects, consultants, implementation and product engineers differ in what they own, how much code they ship, and how they're judged.

Published Aug 9, 2026 · Updated Oct 2, 2026

When Should You Hire a Forward Deployed Engineer?

Decide whether your company needs a forward deployed engineer, a solutions architect, better onboarding, or product work, with a score and a cost model.

Published Aug 8, 2026 · Updated Oct 2, 2026

How to Build a Forward Deployed Engineering Team

Set up an FDE team that ships customer results without turning into custom services: charter, reporting, hiring, capacity and career paths.

Published Aug 7, 2026 · Updated Oct 2, 2026

The Forward Deployed Engineering Playbook: Discovery to Production

How to run an FDE engagement from first request to production: what to write down at each step, when to stop, and how to hand it off.

Published Aug 6, 2026 · Updated Oct 2, 2026

How to Measure FDE Teams: Metrics, ROI, and Unit Economics

A scorecard for forward deployed engineering teams: customer results, safe delivery, reuse and cost, plus the metrics that reward the wrong work.

Published Aug 5, 2026 · Updated Oct 2, 2026

Forward Deployed Engineers for Enterprise AI: Why the Model Works

Why AI companies send engineers to work inside customer teams, what those engineers do from first request to rollout, and what to learn for the job.

Published Aug 4, 2026 · Updated Oct 2, 2026

How to Become a Forward Deployed Engineer

What forward deployed engineers do, the skills to build, three portfolio projects, a 12-week plan, and what the first offers look like.

Published Aug 3, 2026 · Updated Oct 2, 2026

Forward Deployed Engineer Interview Guide

How to prepare for a forward deployed engineer interview: the coding, design, customer case and behavioral rounds, a worked case, and a two-week plan.

Published Aug 2, 2026 · Updated Oct 2, 2026

Why Forward Deployed Engineering Teams Fail

Twelve ways forward deployed engineering teams turn into custom-services shops or burn out, the signs of each, and how to recover in 30 days.

Published Aug 1, 2026 · Updated Oct 2, 2026

How to Transition Into an AI Career: Complete Guide

Move into AI work from the job you have: pick the role your experience fits, learn in order, build one project with proof, and read real posted pay.

Published Jun 5, 2026 · Updated Oct 2, 2026

How to Learn AI from Scratch: Free Resources Guide

Learn AI from scratch with free resources: a 90-day path from Python basics to a deployed project, with every course and tool linked and checked.

Published Jun 4, 2026 · Updated Oct 2, 2026