TalengineerResource Hub
Guides, market data and platform mechanics — in one place
Everything we have published so far, organized by what you are trying to do: benchmark rates, hire for a specific role, plan a cross-border build, or understand exactly how the platform works. New material is added as we write it — no filler.
Latest from the Playbook
View all Playbook articles →Practical, no-fluff guides on rates, hiring, certification and cross-border delivery for industrial automation projects. The six most recent articles are below.
2026-07-24GuideHow TalScore Is ComputedThe exact math behind your TalScore — the four weighted dimensions, the Bayesian rating average that protects against review gaming, the reliability rules and the dispute-rate red line, the tier thresholds, and what actually moves each number.Read →2026-07-24GuideHow Engineer Payouts Work on TalEngineerA plain-language walkthrough of the money path for engineers — milestone escrow, the 85% take-home, Stripe Connect and offline payouts, what happens when a dispute freezes a milestone, and where every record lives in your ledger.Read →2026-07-24CertificationHow Certification Exams Work on TalEngineerThe complete engineer's guide to platform certification exams — the 10-question format, the 40-minute clock, how AI grading plus human review works, the L1 to L3 progression, the retake cooldown, and why the question bank makes memorization pointless.Read →2026-07-24GuideGetting Matched on TalEngineer — What Actually Determines Who Gets the WorkThe public mechanics of matching for engineers — the AI screening at signup, the certification hard gate on assignment, how verified signals and TalScore surface candidates, why profile completeness matters, and how milestone-scoped projects change what "winning the work" means.Read →2026-07-18GuideWhy Our 15% Platform Fee Is PublicMost talent platforms hide their pricing behind "Contact sales." We publish ours — 15%, engineers keep 85%, founding clients pay 5%. Here is exactly what that fee pays for, and why we think opacity is a tax on trust.Read →2026-07-18Guide为什么我们把 15% 平台费摆在明面上这个行业的报价几乎都藏在"联系销售"背后。我们反着来：15% 平台费、工程师拿 85%、founding 客户前 5 单只收 5%，全部写在公开页面上。这篇讲清楚这笔钱花在哪、为什么透明比数字本身更重要。Read →
Market data
Live numbers aggregated from active engineer profiles on the platform — plus the articles we write when the data says something worth reading.
Rate BenchmarksReal-time hourly rate ranges for industrial automation talent by region and skill, sourced from active engineer profiles on Talengineer.Read →Cost CalculatorEstimate what a verified, escrow-protected automation engineer costs on Talengineer versus hiring a local full-time engineer. Free, no signup required.Read →Coverage MapWhere our engineers are — by region, TalScore tier and specialty. Aggregated in real time from active engineer profiles.Read →
Hiring guides
Browse by specialty & industryFour certification tracks — PLC, robotics, machine vision and electrical — each with regional rate context and industry-specific pages underneath.Read →Country hiring guidesSetting up production in Mexico, Vietnam or Thailand? Local rate context, certification and on-the-ground commissioning — read before you build.Mexico · Vietnam · Thailand →
How the platform works
The mechanics pages. Every number on them is written once, from a single source in the codebase — so what you read is what the platform actually does.
How It WorksThe full walkthrough: how a project runs from posting to escrow release, for employers and for engineers — plus how quality is enforced and what happens in a dispute.Read →PricingThe complete fee schedule, published. What employers pay, what engineers keep, and the guarantee terms — with nothing hidden in a sales call.Read →Trust CenterHow milestone escrow, identity verification, dispute handling and the other platform safeguards actually work.Read →TalScoreHow engineer reputation scores are computed — the inputs, the weights and the red lines. The formula is public.Read →Certification ExamsHow platform certification works: tracks, levels and exam mechanics — and why only certified engineers can be assigned to projects.Read →