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Lead AI Engineer/Technical Project Manager
Job in
Houston, Harris County, Texas, 77246, USA
Listed on 2026-03-01
Listing for:
MRE Consulting
Full Time
position Listed on 2026-03-01
Job specializations:
-
IT/Tech
AI Engineer
Job Description & How to Apply Below
We’re looking for a hands‑on AI builder who can also run the project: partner with business stakeholders to shape requirements, rapidly build proofs of concept (PoCs), and then lead an engineering team to productionalize secure, scalable AI applications.
This is a player/coach role: you’ll be coding, reviewing, and architecting, while also driving scope, timelines, and stakeholder alignment.
Key Responsibilities Discovery & Requirements- Lead workshops with business teams to clarify use cases, success metrics, data sources, risks, and constraints.
- Translate business needs into clear user stories, acceptance criteria, and delivery plans.
- Own client and stakeholder communication, status updates, and risk management.
- Build rapid AI PoCs using modern AI‑assisted development workflows.
- Evaluate and select appropriate approaches: LLMs, RAG, agents, classical ML, OCR, or non‑AI solutions when appropriate.
- Demonstrate prototypes and iterate quickly based on feedback.
- Design and implement AI applications including prompt design, retrieval pipelines, tool/function calling, and evaluation frameworks.
- Implement guardrails for reliability, security, cost control, and observability.
- Lead solutions from pilot to production including CI/CD, environments, secrets, logging, monitoring, and runbooks.
- Ensure solutions meet enterprise standards for scalability, performance, and security.
- Mentor engineers, conduct code reviews, and establish reusable patterns and templates.
- Coordinate work across frontend, backend, Dev Ops, and business SMEs.
- 5+ years of professional software engineering experience.
- Proven experience delivering AI/ML or LLM‑based solutions beyond demo stage.
- Strong ability to translate business requirements into technical solutions and delivery plans.
- Familiarity with APIs, data pipelines, and integrating AI services into applications.
- Cloud experience (Azure preferred).
- Experience with RAG, vector databases, document ingestion, and OCR.
- Experience leading or mentoring a small engineering team.
- Large Language Models (LLMs), embeddings, RAG, agents, OCR, ML frameworks.
- AI‑assisted development tools and modern IDEs.
- Cloud‑native services, CI/CD pipelines, monitoring, and logging tools.
- 30 days:
Deliver 1–2 working PoCs with clear success metrics and a production roadmap. - 60 days:
Harden a selected PoC into a secure, monitored pilot. - 90 days:
Release a production‑ready AI application with documentation and operational runbooks.
- Build AI applications that move from concept to real business value.
- Operate at the intersection of business strategy, engineering, and AI innovation.
PLEASE NOTE WE WILL NOT BE ENTERTAINING THIRD-PARTIES FOR THIS OPPORTUNITY
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