AI & Development Team Augmentation
AI/ML engineers, full-stack developers, and DevOps specialists who ship AI-powered features from day one
AI Talent Is Hard to Hire
Every enterprise wants AI engineers. Few can hire them fast enough. The candidates who can build production AI systems, not just prototype in notebooks, are scarce and expensive. Convective fills that gap with experienced AI/ML engineers and supporting developers who integrate with your team and ship from day one.
Whether you need AI/ML specialists to build new capabilities or full-stack developers to create the infrastructure AI runs on, we provide vetted professionals who understand enterprise AI delivery.
Where we plug in
AI/ML engineers who ship to production
Production AI specialists who build RAG pipelines, agent systems, model integration, and AI infrastructure. Not notebook prototypers. Engineers who ship to production.
Developers for everything AI depends on
Full-stack developers who build the APIs, data pipelines, dashboards, and infrastructure that AI systems depend on. They understand how to build for AI workloads.
Scale with your project phases
Scale your AI team up or down based on project phases. Add ML engineers for model development, then shift to full-stack devs for integration and deployment.
Every engineer is production-vetted
Every engineer has shipped AI or AI-supporting systems to production. We vet for enterprise experience, not just technical knowledge. They contribute from day one.
Available Roles
The specialists we place, and the work each one owns once they join your team.
- AI/ML Engineers
- RAG pipelines, agent systems, model fine-tuning, prompt engineering, and production ML infrastructure
- Full-Stack Developers
- React, Node, Python, and TypeScript developers who build the applications and APIs AI systems integrate with
- DevOps / MLOps Engineers
- AI infrastructure, GPU provisioning, model deployment pipelines, and production monitoring
- Data Engineers
- ETL pipelines, data warehouses, vector databases, and data quality systems for AI training and retrieval
- QA Engineers
- AI output evaluation, test automation, performance testing, and quality assurance for AI-powered features
- UI/UX Designers
- AI interface design: chat UIs, dashboards, data visualizations, and conversational interaction patterns
Key Benefits
Faster time to market
Accelerate development timelines by adding experienced developers who require minimal ramp-up time. Ship features faster without compromising quality.
Pay for talent, not overhead
Avoid the overhead of full-time hiring while accessing top talent. Pay only for the resources you need, when you need them.
Hiring risk, removed
Skip lengthy recruitment processes and eliminate hiring mistakes. We handle vetting, onboarding, and ongoing management of augmented team members.
Your team learns as we deliver
Our developers work alongside your team, sharing best practices and modern development techniques. Build internal capabilities while scaling delivery.
Our Process
Understand your needs
We start by understanding your project requirements, team dynamics, and the specific skills you need. This ensures we find the right fit.
Match and introduce
We match you with pre-vetted professionals who have the right skills and experience. You interview candidates to ensure cultural fit.
Onboard without friction
Our team members integrate quickly with your processes, tools, and workflows. They're ready to contribute from day one.
Support that continues
We provide continuous support and regular check-ins to ensure the engagement is successful. Scale up or down as your needs evolve.
Need AI Talent Fast?
Tell us what you’re building and where you need help. We’ll match you with AI and development professionals who can start contributing immediately.