Engineers who understand your product.
Not just your tech stack.
We don't put a Java developer on a Java project and call it a match. We find someone who has built products like yours, in your industry, and knows the problems your users actually face.
A Java developer is not just a Java developer
Most staffing companies match on technology. You need Java, they send you someone who writes Java. But that misses the point entirely.
A developer who spent 3 years building payment processing for a neobank thinks differently than someone who spent 3 years building fleet tracking for a logistics company. They both write Java. But one understands transaction atomicity, PCI compliance, and ledger reconciliation. The other understands geofencing, real-time event streams, and driver allocation algorithms.
Same language. Completely different context. And context is what makes a product engineer productive from week one instead of month three.
We match by industry, not just stack
Fintech & Banking
A Java developer who has built payment rails, not just any Java developer
Logistics & Supply Chain
Someone who understands route optimization, warehouse APIs, and real-time tracking
Healthtech & Pharma
Engineers who know HIPAA, HL7, FHIR, and patient data workflows
SaaS & B2B Platforms
Multi-tenant architecture, billing systems, role-based access at scale
E-commerce & Retail
Catalog management, checkout flows, inventory sync, and recommendation engines
EdTech & Content
Video pipelines, LMS integrations, adaptive learning, and content delivery
Vibe coding, traditional, or both
Your product engineers can work however you prefer. Fast AI-assisted development, deliberate hand-crafted code, or a mix of both.
Vibe Coding
Your engineer uses Cursor, Copilot, and AI-assisted tools to move fast. They know how to prompt effectively, review what the AI generates, catch the subtle bugs, and ship production-ready code in half the time. Best for MVPs, rapid prototyping, and feature sprints where speed matters most.
Traditional Engineering
Your engineer writes every line deliberately. Architecture-first, test-driven, thorough code review. No AI shortcuts. Best for regulated industries, complex systems, and codebases where precision and auditability matter more than speed.
Hybrid
AI-assisted for boilerplate and scaffolding, hand-crafted for business logic and critical paths. Most of our teams end up here. You get the speed of vibe coding where it helps and the reliability of traditional engineering where it counts.
Why hire product engineers from us
Context-first matching
We don't just match on tech stack. A Java developer who has spent 3 years building banking systems is a completely different hire than a Java developer who built IoT dashboards. Same language, different universe. SethAI considers industry context, domain knowledge, and product type when matching candidates.
They ship products, not features
Product engineers think about the user, not just the ticket. They ask why before writing code, push back on specs that don't make sense, and care about what happens after deploy. We screen for this mindset specifically.
Your choice of engineering style
You decide whether your team uses vibe coding, traditional engineering, or a mix of both. We match engineers who are comfortable with whichever approach you prefer. No judgment either way.
Context compounds over time
A product engineer who has been on your project for 6 months knows your users, your tech debt, your deployment quirks, and your business priorities. That context is worth more than any new hire's technical skill. We build teams that stay.
How it works
Tell us about your product and industry
Not just the tech stack. We want to know what your product does, who uses it, and what industry you are in. This is what drives our matching.
SethAI matches by context
We find engineers who have worked on similar products in similar industries. A logistics startup gets someone who has built logistics software, not someone who once wrote a REST API.
You pick the engineering style
Vibe coding, traditional, or hybrid. We match engineers who are comfortable with your preferred approach and have the skills to back it up.
One-week paid trial
Real work on your actual codebase. You see how they think, communicate, and ship. If it is not a fit, we rematch at no cost.
Tell us what you are building.
We will find someone who has built it before.
Context-matched product engineers. One-week paid trial. No recruitment fees.