AI Solutions Engineer

Fisher & Ludlow Div Of Harris Steel Ltd.; Dallas (TX); On-site; USD 110,000 - 170,000; Full time

Benefits offered by this job

Medical

Dental

Vision

Disability Insurance

401K

Profit sharing

Tuition reimbursement

Stock program

Scholarships

Job summary

Nucor Business Technology (NBT) is seeking an AI Solutions Engineer to join a new solution engineering team serving Nucor's Bar and Engineered Bar Mill Group. You will design, build, and operate AI-enabled capabilities in the solutions the team ships, grounding them in Nucor's data and ensuring reliability in production.

Travel up to 50% is expected to support benchmarking and internal development sessions. Candidates must be legally authorized to work in the US; visa sponsorship is not offered.

Qualifications

• Bachelor's degree in Computer Science, Engineering, Information Systems, or equivalent practical experience.
• 4+ years in a technical role designing and deploying production AI/ML solutions.
• Experience building end-to-end data/AI solutions, including pipelines and operationalization.
• Proven experience with LLMs or AI services in production environments.

Responsibilities

• Design, build, and operate AI-enabled components of team solutions from model selection to production.
• Ground AI capabilities in enterprise data and business rules and integrate into applications.
• Define evaluation criteria for AI outputs and ensure accuracy, reliability, and safety.
• Establish AI development practices and quality standards across the team.
• Collaborate with stakeholders to run discovery, surface high-value AI use cases, and drive adoption.
• Apply responsible AI practices across data handling, access control, and monitoring.
• Build and maintain data pipelines and integrations for production AI solutions.

Skills

LLMs in production

APIs & data flows

Stakeholder collaboration

Production applications

Education

Bachelor's degree in CS/Engineering/IS

Tools

Azure AI Foundry

MCP servers

Oracle EBS integration

Job description

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Welcome to Nucor, where our unique culture sets us apart. Joining Nucor means becoming part of North America's largest steel and steel products manufacturer, offering unmatched career opportunities and stability. We are known for our innovative sustainability practices and are the continent's largest recycler. Our vibrant culture, built on personal connections and teamwork, empowers every team member with the freedom to innovate and contribute to our collective success. Experience a workplace where safety, efficiency, and meaningful personal connections define every day, enriching both our teammates and the communities we serve.

Nucor supports its teammates with top-tier benefits like Medical, Dental, Vision, and Disability Insurance, 401K and Roth accounts, Profit sharing, Pay-for-performance bonuses, Paid parental leave, Tuition reimbursement, Stock program, Scholarships and more.

Basic Job Functions:

Nucor Business Technology (NBT) is seeking an AI Solutions Engineer to join a new solution engineering team serving Nucor's Bar and Engineered Bar Mill Group. The team's charter is to create business value for the Group through technology, designing and building the solutions that make Nucor easier to do business with. Digital ordering and commercial capabilities are the first priority, but this is a portfolio team by design — as business priorities evolve, the team redirects its capability to the Group's highest-value opportunity.

You will design, build, and operate the AI-enabled capabilities in the solutions the team ships: deciding where AI belongs, selecting models and integration patterns, grounding them in Nucor's data, and keeping them reliable and safe in production. You will also help define what "good" looks like for AI-generated output across the team's work — the evaluation criteria and the quality practices the team holds itself to as AI-assisted development becomes the way it works by default.

Travel (up to 50%) is expected to support benchmarking, knowledge-sharing, and internal development sessions at other divisions or NBT hubs.

Candidates must be legally authorized to work in the US (Nucor Business Technology (NBT) will not sponsor the need for a visa now or in the future).

Safety is the most important part of all jobs within Nucor; therefore, candidates must be able to demonstrate the ability to initiate, lead, and uphold safety policies, practices, procedures, and housekeeping standards at all times.

Responsibilities include but are not limited to:

• Design, build, and operate the AI-enabled components of the team's solutions, from model and pattern selection through production.
• Ground AI capabilities in Nucor's enterprise data and business rules, and integrate them into applications through governed interfaces.
• Define evaluation criteria for AI-generated output and build the methods that verify accuracy, reliability, and safety both before and after release.
• Establish the team's AI-assisted development practices and quality standards, and help the team apply them consistently.
• Partner with business stakeholders and analysts to run discovery, surface high-value AI use cases, present findings, and drive adoption.
• Apply responsible AI practices across the full lifecycle, from data handling and access control through ongoing monitoring.
• Build and maintain the data pipelines and integrations that put AI solutions into production.

Minimum Qualifications:

• Bachelor's degree in Computer Science, Engineering, Information Systems, or similar, or equivalent practical experience.
• 4+ years of experience in a technical role such as Solutions Engineer, Software Engineer, AI/ML Engineer, Systems Analyst, or Technical Consultant.
• Proven ability to design and deploy production applications, integrations, and data/AI solutions end-to-end, including pipelines and operationalization.
• Demonstrated experience building with LLMs or AI services in a production context — not limited to prototypes or proofs of concept.
• Working knowledge of enterprise systems, APIs, and data flows.
• Demonstrated success partnering with non-technical business stakeholders — running discovery, presenting findings, and driving adoption.

Preferred Qualifications:

• Experience supporting or deploying AI-enabled or advanced analytics solutions.
• Familiarity with AI concepts such as prompt engineering, retrieval-augmented generation, model evaluation, or agent-based workflows.
• Experience with Azure AI services, particularly Azure AI Foundry, and with identity-based authentication patterns such as managed identity.
• Experience designing formal evaluation methods to measure model or agent output against accuracy, reliability, and performance criteria.
• Experience creating and using MCP servers.
• Experience with data pipelines and data engineering.
• Experience working in an enterprise IT environment with complex, integrated systems.
• Experience integrating with enterprise platforms such as Oracle EBS or similar ERP systems.
• Experience partnering with external vendors or solution providers.
• Background supporting manufacturing, supply chain, commercial, or other enterprise business domains.

Nucor is an Equal OpportunityEmployer and a drug-free workplace