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AI and Data Integration Solution Architect

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Oct 21, 202623 days ago
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Demand for AI Engineer roles

New AI Engineer postings at the employers we follow are up 134% over the last 6 weeks compared with the 6 before.

Weekly new AI Engineer postings at the same employers, from the week of August 17 to the week of November 2. The fewest in a week was 7, the most 65, and the latest week had 65.
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About the role

We file this job under AI Engineer, by the work the posting describes.

AI engineers build products on top of AI models that already exist, most often large language models: they connect a model to a company's data and tools and ship the assistants, agents and search features people use.

Postings ask for strong Python or TypeScript, experience with model APIs, retrieval and agent frameworks, and ways to test whether the model's answers are good enough.

An ML engineer trains and serves models; an AI engineer usually starts from a model someone else trained and builds the product around it, though titles often mix the two.

Job description

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Join  the ECI Group's Gulf Coast Professional Services Network is seeking an experienced Solution Architect to support an AI-enabled audit initiative within Shell's Gulf of America (GoA) portfolio. This role will focus on evaluating solution feasibility, assessing data and integration requirements, and designing an architecture that supports the development and validation of AI-driven audit capabilities.

The Solution Architect will work closely with business stakeholders, technical teams, and external partners to translate business requirements into practical technical solutions while ensuring alignment with Shell's enterprise architecture standards.
The initial project phase is a six-week engagement focused on validating the proposed solution through a working proof of concept (POC) before proceeding with broader infrastructure investment and implementation.

Solution Architecture & Technical Design
  • Lead the development and evaluation of solution architectures supporting AI-enabled audit processes.
  • Translate business requirements into scalable, secure, and technically feasible architecture designs.
  • Assess proposed solutions for alignment with Shell's enterprise architecture standards, technology roadmaps, and integration frameworks.
  • Identify technical dependencies, architectural risks, and potential implementation challenges.
  • Provide technical recommendations to support solution selection and future implementation decisions.
  • AI Proof of Concept & Feasibility Assessment
  • Support the design and development of a working AI proof of concept to validate core audit capabilities.
  • Evaluate the feasibility of using AI agents to support and automate defined audit activities.
  • Collaborate with technical teams to establish POC requirements, success criteria, and validation approaches.
  • Assess solution performance, technical limitations, and readiness for future development.
  • Provide recommendations regarding infrastructure requirements, scalability, and next steps following POC evaluation.
Data & Integration Architecture
  • Evaluate existing data sources, accessibility, quality, and integration readiness.
  • Identify data dependencies and integration requirements necessary to support AI-enabled workflows.
  • Design and recommend appropriate data integration approaches across relevant systems and platforms.
  • Collaborate with data engineering and development teams to address technical challenges and validate solution feasibility.
  • Ensure proposed solutions consider data security, governance, and enterprise integration standards.
  • Stakeholder Engagement & Architecture Governance
  • Partner with business leaders, project teams, and technical stakeholders to understand requirements and align solution design with business objectives.
  • Communicate architecture decisions, technical risks, and recommendations to both technical and nontechnical audiences.
  • Provide technical guidance and architectural oversight throughout the POC engagement.
  • Develop and maintain relevant architecture documentation, including solution designs, integration diagrams, and technical recommendations.
  • Ensure solutions follow applicable Shell architecture standards and governance processes, escalating exceptions when necessary.
Required Qualifications
  • Demonstrated experience in solution architecture, including designing and evaluating enterprise IT solutions.
  • Strong understanding of AI-enabled applications, data integration architecture, and enterprise technology environments.
  • Experience assessing technical feasibility and translating business requirements into solution designs.
  • Knowledge of data architecture, system integrations, APIs, and application architecture principles.
  • Experience supporting proof-of-concept initiatives, solution evaluations, or early-stage technology implementations.
  • Strong stakeholder management skills with the ability to engage business leaders, technical teams, and external partners.
  • Excellent written and verbal communication skills, including the ability to present complex technical concepts to diverse audiences.
  • Ability to work independently, provide technical leadership, and make informed architecture recommendations.
  • Must be a US Citizen or Permanent US Resident to qualify for this position. 
Preferred Qualifications
  • Experience designing or evaluating generative AI, AI agents, or AI-driven workflow automation solutions.
  • Familiarity with cloud architecture, enterprise integration platforms, and AI/ML technologies.
  • Experience with data governance, security, and access management considerations for AI applications.
  • Knowledge of enterprise architecture frameworks and tools such as IBM System Architect, PowerDesigner, or ProVision.
  • Experience supporting audit, compliance, or business process automation initiatives.
  • Familiarity with Shell's enterprise architecture standards, technology environment, or similar large-scale enterprise environments.
Project Details
Portfolio: Shell IDT / IGU IDT / DW / Gulf of America
Project: GoA JV Audit – Data and AI Services
Project Type: IT Project
Primary Focus: AI Solution Architecture, Data Integration, Solution Evaluation

Initial Project Phase: Six weeks

Please Note: The ECI Group uses AI‑assisted tools in the early stages of application review, with all decisions guided by human oversight and fully compliant with General Data Protection Regulation (GDPR) and ECI Group’s applicable data protection policies and Privacy Notice.
 
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Houston, TX

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Work authorization
- Ability to work independently, provide technical leadership, and make informed architecture recommendations. - Must be a US Citizen or Permanent US Resident to qualify for this position. Preferred Qualifications- Experience designing or evaluating generative AI, AI agents, or AI-driven workflow automation solutions.

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