Remote Forward-Deployed AI Engineer

FullStack

Houston (TX)

Remote

USD 120,000 - 190,000

Full time

4 hours ago

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Benefits offered by this job

Competitive Salary

Remote Work

Health Insurance

401(k) matching

Career Growth

Job summary

FullStack is an AI-native engineering partner helping Fortune 500 clients deploy AI at scale. Forward Deployed Engineers embed with client teams, architect the problem, and ship production-grade AI systems that survive in production.

You will combine consultant, operator, and engineer roles, leading discovery conversations with executives and turning scoped work into tangible AI deployments across regulated industries.

Qualifications

8-10+ years across ML, data, and software engineering.
Python-first, production‑grade (typed, tested, deployed services).
Track record as ML/Data Architect or Tech Lead — credible roadmap.
Designed and owned CI/CD for AI/ML systems (LLMOps / MLOps).

Responsibilities

Discover. Run workshops with business, data, and engineering stakeholders.
Structure the process and the spec for automation with clear data points.
Architect & design end‑to‑end agentic systems with retrieval architecture and guardrails.
Build working systems: agents, retrieval services, and evaluation tooling.
Operate Day 2: evaluation harnesses, observability, cost and latency management.

Skills

ML Architect

Python

Data Engineering

CI/CD for AI

Security & Compliance

Tools

Snowflake

Databricks

BigQuery

APIs

MCP

Job description

You will combine consultant, operator, and engineer roles, leading discovery conversations with executives and turning scoped work into tangible AI deployments across regulated industries.

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