Hire a Forward-Deployed Engineer

A senior engineer who ships from inside your business, not from a ticket queue.

Embeds with your team and your customers, translates messy real-world requirements into working AI product, and owns the last mile where most AI projects die.

Get 2-3 matched profilesBrowse 9 profiles ↓

30-minute fit call with an engineering lead. No hard sell, no deposit, and no change to the published rates.

NDA PROTECTED/PAID ONE-WEEK TRIAL/2-3 PROFILES IN 48H
fde · week one
$ devlyn embed --team yours/core
✓ MON in your standup, repo, comms
✓ TUE shadowed real users
✓ WED mapped the actual workflow
✓ THU first slice on staging
● FRI unspoken risks, documented
# embedded, not outsourced

EMBEDDED, NOT OUTSOURCED

WHAT THEY OWN

Concrete deliverables, not job-description poetry.

01

Customer-embedded discovery

Works directly with your users and stakeholders to define what the AI system must actually do.

02

End-to-end feature ownership

Owns a workstream from requirement to production, no handoff gaps.

03

Rapid production prototypes

Working software in days, validated against real data and real workflows.

04

Integration with your stack

Wires AI capability into your existing product, CRM, ERP, or internal tools.

05

Field feedback loops

Turns what users do (not what they say) into the next iteration.

06

Deployment & rollout support

Ships, monitors adoption, and hardens the path from pilot to org-wide use.

TYPICAL STACKPythonTypeScriptClaude / GPT APIsPostgresReactREST & GraphQLDockerCI/CD

HOW MATCHING WORKS

From role brief to production evidence.

You are not buying a resume. You are choosing a specific engineer, then testing the match on committed work before making a longer decision.

01

Map the real gap

A 30-minute call with an engineering lead defines what the Forward-Deployed Engineer must own, the stack they inherit, and the evidence that will count as a successful trial.

02

Review matched profiles

Within 48 hours, you receive 2-3 role-matched profiles. You can review the work history, technical evidence, certifications, and availability before choosing whom to interview.

03

Interview against the work

We help turn your current failure cases into practical interview scenarios. You choose the engineer; no profile moves forward without your approval.

04

Prove fit in one paid week

The engineer works in your repo or approved data environment. You judge real output, communication, and technical decisions before any month-to-month continuation. Typical evidence includes embedded in your standups, repo, and comms, shadowed real users and mapped the actual workflow, shipped a first working slice to a staging environment.

What makes a shortlist useful: each profile should match the ownership boundary, not merely repeat the right tools. Compare the candidate's recent work, the decisions they owned, the evidence they can explain, and the overlap they can commit to. Ask who reviewed the work and what changed after it reached production. Certifications support that judgment when a platform or security standard matters; they do not replace production experience.

No deposit, no unpaid test project, and no long-term contract required. Trial work is paid at the published rate and belongs to you.

PRICING

Pick the level, keep the senior oversight.

Junior

$3,200 /month

or $20/hr on Time & Material

AI-native from day one

Executes scoped work inside AI-accelerated workflows
Every line reviewed by a Devlyn senior before merge
Ideal for well-defined backlogs and support capacity
Get matched profiles

Senior

MOST HIRED

$4,800 /month

or $30/hr on Time & Material

Architecture & judgment

Owns architecture, tradeoffs, and production readiness
Mentors your team and raises the local bar
Ideal for greenfield systems and high-stakes paths
Get matched profiles

Dedicated engineers are billed monthly; Time & Material is billed hourly on tracked actuals. The paid one-week trial applies to every dedicated hire.

YOU NEED THIS ROLE IF

Your AI pilots demo well but never reach production users

Requirements change faster than your vendor's sprint cycle

You need one accountable engineer, not a delivery committee

BY END OF WEEK ONE

01

Embedded in your standups, repo, and comms

02

Shadowed real users and mapped the actual workflow

03

Shipped a first working slice to a staging environment

04

Wrote down the risks nobody had said out loud

OUTCOMES YOU CAN MEASURE

AI features adopted by real users, not just demoed

Weeks-not-quarters iteration loops

One throat to choke for a whole workstream

Institutional knowledge documented, not hoarded

DEVELOPER PROFILES

See the depth behind a useful shortlist.

Explore Forward-Deployed Engineer profiles with the work evidence, relevant experience, and skill detail behind a useful shortlist.

Rohan Deshpande, forward-deployed engineer

Rohan Deshpande

Senior Forward-Deployed Engineer

Pune, India · 13 years

Senior forward-deployed engineer who has spent 13 years shipping enterprise software, the last 3 embedding AI directly into CRM and ERP systems.

PythonTypeScriptClaude APIOpenAI GPT API+8
Marcin Zieliński, forward-deployed engineer

Marcin Zieliński

Senior Forward-Deployed Engineer

Wrocław, Poland · 11 years

Senior forward-deployed engineer specializing in customer-facing copilots, with 11 years shipping AI product end to end.

PythonTypeScriptClaude & GPT APIsRetrieval-Augmented Generation+6
Rafael Cardoso de Souza, forward-deployed engineer

Rafael Cardoso de Souza

Senior Forward-Deployed Engineer

Florianópolis, Brazil · 9 years

Senior forward-deployed engineer who embeds inside operations teams and ships internal automation from prototype to production.

Internal Ops AutomationPythonTypeScriptClaude & GPT API Integration+8
Nguyen Hoang Long, forward-deployed engineer

Nguyen Hoang Long

Senior Forward-Deployed Engineer

Ho Chi Minh City, Vietnam · 8 years

Senior forward-deployed engineer specializing in AI-assisted data migration, with eight years shipping data platforms from inside client teams.

PythonTypeScriptPostgreSQLClaude API+8
Matías Ferreyra, forward-deployed engineer

Matías Ferreyra

Senior Forward-Deployed Engineer

Buenos Aires, Argentina · 7 years

Senior forward-deployed engineer who ships AI product from inside your business and owns the last mile where pilots usually die.

PythonTypeScriptClaude APIGPT APIs+8
Youssef El-Gohary, forward-deployed engineer

Youssef El-Gohary

Forward-Deployed Engineer

Cairo, Egypt · 3 years

Forward-deployed engineer who ships a first working AI prototype within the opening week, then iterates against real user behavior instead of requirement documents.

PythonTypeScriptReactClaude API+8
Emeka Nwachukwu, forward-deployed engineer

Emeka Nwachukwu

Forward-Deployed Engineer

Lagos, Nigeria · 2 years

Junior forward-deployed engineer who ships AI product from inside regulated businesses and owns the last mile to production.

PythonTypeScriptClaude APIOpenAI GPT API+8
Andrei Villanueva, forward-deployed engineer

Andrei Villanueva

Forward-Deployed Engineer

Cebu City, Philippines · 3 years

Embedded AI product engineer who takes multi-tenant SaaS features from prototype to production.

PythonTypeScriptClaude APIGPT API+8
Diogo Marques, forward-deployed engineer

Diogo Marques

Forward-Deployed Engineer (Junior)

Lisbon, Portugal · 2 years

Junior Forward-Deployed Engineer who turns AI prototypes into production features from inside client teams.

PythonTypeScriptClaude / GPT APIsReact+8

COMMON QUESTIONS

What teams ask before they shortlist.

What does a Forward-Deployed Engineer own?

Embeds with your team and your customers, translates messy real-world requirements into working AI product, and owns the last mile where most AI projects die. The role is accountable for concrete production deliverables, including customer-embedded discovery, end-to-end feature ownership, rapid production prototypes. The trial scope names the output, reviewer, and acceptance evidence before work starts.

How do I know whether we need a Forward-Deployed Engineer?

This role is usually the right hire when your AI pilots demo well but never reach production users; requirements change faster than your vendor's sprint cycle; you need one accountable engineer, not a delivery committee. On the matching call, an engineering lead checks the boundary against adjacent roles so you do not hire an impressive title for the wrong bottleneck.

How does Devlyn verify Forward-Deployed Engineer skills?

Profiles show relevant work history, technical interview evidence, role-specific capabilities, and meaningful certifications where they exist. We then help you interview against your own architecture and failure cases. The final check is a paid one-week trial in your repo or approved data environment, not a generic coding puzzle.

What should the paid one-week trial produce?

The trial is scoped around committed work your team already needs. For this role, a useful first week can include embedded in your standups, repo, and comms; shadowed real users and mapped the actual workflow; shipped a first working slice to a staging environment; wrote down the risks nobody had said out loud. You keep the work whether or not the engagement continues.

What does it cost to hire a Forward-Deployed Engineer?

Published dedicated rates start at $3,200 per month, or $20 per hour for Time & Material work. Senior rates are $4,800 per month or $30 per hour. The trial is paid at the same published rate, with no deposit or conversion fee.

What happens if the engineer is not the right fit?

You can stop after the paid trial or request a free replacement during the engagement. Work continues month to month with no long-term lock-in. NDA and IP assignment are completed before onboarding, access is scoped to the work, and everything produced belongs to you.

PAIRS WELL WITH

Most teams add a second seat once the first proves out.

BUILD

AI Application Engineer

from $3,200/mo

BEHAVIOR

LLM Engineer

from $3,200/mo

BUILD

Agentic Workflow Engineer

from $3,200/mo

RUN

MLOps Engineer

from $3,200/mo

START WITH A PAID ONE-WEEK TRIAL

Interview a Forward-Deployed Engineer this week.

Bring your stack, your failure cases, and your constraints. We'll send 2-3 vetted profiles within 48 hours, then use the paid one-week trial to prove fit in your environment.

Get 2-3 matched profiles

30-minute fit call. No hard sell, no deposit, and no unpaid test project.

NDA BEFORE ONBOARDING/FREE REPLACEMENT/NO LOCK-IN
Hire a Forward-Deployed Engineerfrom $3,200/mo · paid one-week trial · 48h shortlist
Get matched profiles