Forward-Deployed AI Engineers & Teams | HatchWorks AI
AI Teams & Talent — Forward-Deployed Engineers

Enterprise AI
capability. Without the
big-consulting
baggage.

Scale your AI initiatives with Forward-Deployed Engineers (FDEs), fractional leadership, and outcome-focused teams — all trained in our proven Generative-Driven Development methodology.

HatchWorks AI forward-deployed engineering talent
Trusted by Industry Leaders
Alta AT&T Anchor Healthcare ICS Cox Droneport Aerostar Stanley Black and Decker PeopleScout Cricket Vanco Mend Rollins DIRECTV Viasat Clearway Health Medalogix Hinge Health Bridge Tech TrueBlue WealthAbility Juice Plus Design Intelligence Advent Health 50 StaffWRX Carter's Spring Hills Zimett Healthcare Capital Choice Charter Anthem NV5 Kemper Kimberly Clark The Honey Baked Ham PeopleReady Tevora Recruitics FleetCor myFloc Diebold Nixdorf CarIQ PwC Alta AT&T Anchor Healthcare ICS Cox Droneport Aerostar Stanley Black and Decker PeopleScout Cricket Vanco Mend TrueBlue WealthAbility PwC
Top AI Talent — Across the Americas

AI Talent Scarcity Shouldn't
Stall Your Strategy

Senior AI talent is scarce, and the cost of waiting compounds fast. HatchWorks AI gives you immediate access to elite Forward-Deployed Engineers across the Americas who ship production-ready work from day one. Full FDE teams, fractional leadership, or embedded specialists — all in your time zone.

Top AI & Data Talent

The best minds in AI and data across the Americas, all in your timezone.

Faster Time to ROI

Trained in Generative-Driven Development™, using AI to deliver higher-quality code faster.

Selectively Curated & Vetted

Only elite engineers pass our rigorous vetting — ensuring the right talent for your needs.

HatchWorks AI forward-deployed engineering teams across the Americas
Our AI Talent Specialties

Every AI Discipline.
One Source.

Hover to preview. Click any role to explore their full skill set, tech stack, and what they can deliver.

Most In-Demand Role

Forward-Deployed Engineers

FDEs embed directly inside your organization to implement, integrate, and ship AI systems to production. Not consultants handing off decks — builders who own outcomes from kickoff through delivery.

System Integration LLM Deployment Agentic Workflows GenDD Certified Production AI Americas-based
800%+ FDE job posting growth in 2025
Data Scientists
Data Scientists Statistical modeling & AI research
MLOps Architects
MLOps Architects ML infrastructure & model lifecycle
BI Engineers
BI Engineers Data visualization & business intel
AI-Powered Engineers
AI-Powered Engineers Full-stack AI-native development
ML Engineers
ML Engineers Building & optimizing ML systems
Databricks Experts
Databricks Experts Lakehouse architecture & Spark
Data Engineers
Data Engineers Data pipelines & infrastructure
AI Strategists
AI Strategists AI roadmapping & transformation
Data Scientists Statistical modeling & AI research

Design and deploy machine learning models, run experiments, and extract insights from complex data. GenDD-trained to ship production-ready models — not just notebooks.

Core Skills
PythonTensorFlow PyTorchSQL Feature EngineeringA/B Testing
Tech Stack
AWS SageMaker Jupyter Apache Spark MLflow
What they deliver
Predictive models deployed to production
Automated ML pipelines and data experiments
Real-time scoring APIs and inference services
Skill Radar
Seniority Senior+
Senior+ 90%
GenDD Certified ✓ Yes
Timezone US Aligned

Their Nearshore model, combined with their AI capabilities, has been a game-changer for our software development practice.

Taryn Owen
Taryn Owen
President & CEO, TrueBlue
The FDE Advantage

What the Industry Is Now Calling
Forward-Deployed Engineers

OpenAI, Anthropic, Google, and Palantir have all formalized the FDE model. The concept is straightforward: engineers who embed directly inside your organization to implement, integrate, and ship AI into production. Not as consultants handing off decks, but as builders who own outcomes. HatchWorks has operated this way long before it had a name — and now we have the industry's fastest-growing talent pool to back it up.

Embedded from Day 1

Your FDE joins your team, works in your timezone, and ships production-ready work without a ramp-up period. No handoffs. No rotation. No overhead.

GenDD-Trained

Every HatchWorks FDE operates using our Generative-Driven Development methodology — the same framework driving 20-50% efficiency gains across enterprise AI deployments at scale.

Outcome-Owned

Unlike big consulting firms that rotate staff, our FDEs stay embedded and accountable. Every placement is backed by our 30-Day Performance Promise — measurable results or you don't pay.

42x Growth in FDE positions, 2023 to 2025 (LinkedIn)
800%+ Increase in FDE job postings in 2025
95% Of enterprise AI pilots fail due to deployment, not the model (MIT NANDA, 2025)
Recognition

A Recognized Global Leader in AI

Global presence operating in 4 countries across 2 continents.

#1 Gen AI Solution Provider

#1 Gen AI Solution Provider
Global Generative AI Awards 2024

Americas Top ML Company 2024

Americas Top Machine
Learning Company 2024

Inc AI Power Partner 2023

Inc AI Power Partner
2023

Clutch Americas Top AI Company 2024

Americas Top AI Company
Clutch 2024

Guarantee

30-Day Performance Promise

If you don't see measurable progress in 30 days, you don't pay — no questions asked. We back every engineer we place with a written performance commitment.

Zero financial risk. Measurable outcomes. Day-one delivery.

Retention Rate
0%
Team
Retention
Engagement Models

Scalable AI Expertise
Without All the Overhead

Flexible engagement models ensure you have on-demand talent exactly when needed.

Staff Augmentation

Embed elite Forward-Deployed AI Engineers directly into your existing team. Specialized expertise exactly when needed — without the overhead of full-time hires.

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Dedicated AI Engineering Teams

Full GenDD-trained FDE teams dedicated exclusively to your project. Cross-functional, senior-led, and ready to ship from day one with full accountability.

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Full-service Outcome-Based Projects

End-to-end AI project delivery with defined outcomes and guaranteed results. We own the full scope from strategy to production.

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Work with us and get a complimentary AI Roadmap & ROI Workshop to identify positive ROI opportunities in your business

A focused session to map your AI opportunity landscape and prioritize your highest-impact initiatives.

Try the Workshop
Start Today

Instantly access the power of AI with our team of Forward-Deployed Engineers.

We are ready to support you on your project!