Artificial Intelligence Engineer

Ryan Companies US, Inc.; Minneapolis (MN); Hybrid; USD 100,000 - 130,000; Full time

Benefits offered by this job

Competitive Salary

Medical, Dental and Vision Benefits

Retirement Benefits

Paid Time Off

Educational Assistance

Job summary

Ryan Companies US, Inc. is seeking an Artificial Intelligence Engineer to join the Data and AI team in Minneapolis, MN. This in-office role entails four days on site and one day remote, with travel to Midwest sites.

You will bridge enterprise AI with field operations, prototyping, deploying, and integrating AI solutions directly into jobsite workflows using GCP and agentic tools.

Qualifications

• Hands-on experience building and deploying generative AI/ML in enterprise or field settings.
• Experience with agentic coding environments or AI tooling (e.g., Cursor, Claude Code, Codex).
• Experience deploying on Google Cloud Platform (GCP) and related services (Vertex AI, BigQuery, Cloud Run).
• Proven ability to integrate AI solutions with construction workflows or field operations.

Responsibilities

• Embed AI deployment with construction project teams to observe, diagnose, and improve operations.
• Prototype, test, and deploy AI solutions rapidly in field environments.
• Develop scalable software and agent workflows for field technology.
• Maintain production solutions in GCP and manage data pipelines across systems.
• Build RAG pipelines and multi-agent setups for document-driven tasks.

Skills

Python

GCP

AI deployment

Effective communication

RESTful APIs

Education

Bachelor’s degree in CS/Data Science/Software Eng.

Tools

Vertex AI

BigQuery

Cloud Run

Job description

Job Description

Ryan Companies US, Inc. has an immediate career opportunity for an Artificial Intelligence Engineer to join our growing Data and Artificial Intelligence team. Reporting directly to the Director of AI, this high-impact role operates on the front lines of Ryan’s construction operations. This is an IN-OFFICE role for our Minneapolis headquarters office, 4 days per week, 1 day work-from-home. It will require weekday travel for likely 4-5 days per month to construction sites mostly in the Midwest.

Unlike traditional centralized engineering roles, the Forward Deployed AI Engineer will be heavily embedded with our Construction project teams; partnering side-by-side with Project Managers, Superintendents, Project Engineers, and Field Operations. You will act as the technical bridge between enterprise AI capabilities and day-to-day jobsite workflows, rapidly prototyping, integrating, and deploying custom AI solutions directly into field operations.

This role requires strong hands-on AI coding proficiency, deep cloud expertise on Google Cloud Platform (GCP), a product-focused mindset, and a willingness to operate on active project sites to drive tangible business value in construction delivery.

With more than 88 years in business and 17 offices (and growing!), Ryan offers comprehensive commercial real estate solutions to customers across the US. We bring a collaborative, relationship-driven approach to delivering spaces where people thrive and businesses succeed. Join a company with an outstanding culture and competitive benefits. At Ryan, we don’t just build buildings – we build stories.

What You Can Expect To Do

• Field-Embedded AI Deployment: Embed directly into construction project teams to observe, diagnose, and solve operational friction points on jobsites using AI and automation.
• Agentic Rapid Prototyping: Leverage state-of-the-art agentic coding environments (e.g., Cursor, Claude Code, Codex) to build, test, and iterate on functional prototypes with velocity.
• Software & AI Engineering: Write scalable, robust, and maintainable code to build tailored applications, agentic workflows, and field technology tools.
• Cloud Development: Design, configure, and maintain production solutions within Google Cloud Platform (GCP), leveraging Agent Engine (Vertex AI), Cloud Run, BigQuery, and Cloud Storage, etc.
• RAG and Agent Development: Build and deploy Retrieval-Augmented Generation (RAG) applications and autonomous agents to query complex construction documents (drawings, specs, submittals, RFIs, change orders).
• Construction Data Integration: Connect solutions, models and pipelines into existing construction ecosystems (such as Procore, Autodesk Construction Cloud, ERPs, and document repositories).
• Feedback Loop and Scale: Serve as the critical feedback loop between construction site realities and the centralized AI team, turning field-tested prototypes into scalable enterprise solutions.
• Culture Building: Actively participate in fostering Ryan’s data and AI culture through promoting data-driven decision-making.

What We Expect You To Have

• 3+ years of hands-on experience building and deploying generative AI, machine learning or advanced software solutions in enterprise or field environments.
• Advanced proficiency and hands-on workflow mastery utilizing agentic coding environments and AI harnesses (such as Cursor, Claude Code, Codex, or comparable tools) to accelerate software architecture, coding, testing, and system delivery.
• Proven experience architecting and deploying application and agent solutions specifically on Google Cloud Platform (GCP), including Agent Engine (Vertex AI), Cloud Run, Cloud Composer/Dataflow, and IAM security models.
• Demonstrated experience developing custom RAG pipelines, fine-tuning LLMs, working with vector databases, and orchestrating multi-agent systems
• Strong coding proficiency in Python, SQL, TypeScript/JavaScript; solid grasp of RESTful APIs, data serialization, and Git workflows.
• Ability and willingness to travel regularly to active construction sites, participate in job site meetings, and understand field operations.
• Bachelor’s degree in Computer Science, Data Science, Software Engineering, Construction Engineering, or equivalent practical experience.

To be Successful

• Strong problem-solving skills and the ability to communicate effectively with both technical and non-technical audiences.
• Eagerness to learn the business of construction to create impactful and valuable AI solutions.
• Ability to work collaboratively in a team environment with diverse skill sets and work styles.
• Resourceful, entrepreneurial, and innovative mindset, with a drive to tackle ambiguous challenges effectively.
• Commitment to staying updated on AI trends and leveraging them to deliver business value.
• Understanding of ethical and responsible AI principles and practices

Preferred Experience

• Prior exposure to Architecture, Engineering, and Construction (AEC), commercial real estate, or industrial operations.
• Familiarity with construction tools and APIs (Procore, Autodesk BIM 360 / ACC, Bluebeam, DroneDeploy).
• Experience designing conversational interfaces or automated field data capture workflows (voice-to-text, field forms)

Compensation

The base pay range is $100,000 - $130,000/Annually. The salary may vary within the anticipated range based on factors such as the ultimate location of the position and the selected candidate’s knowledge, skills, and abilities. Position may be eligible for additional compensation that may include commission and/or an incentive program.

Eligibility

Position requires verification of employment to work in the U.S.

Benefits

• Competitive Salary
• Medical, Dental and Vision Benefits
• Retirement and Savings Benefits
• Flexible Spending and Health Savings Accounts
• Life Insurance
• Short-Term and Long-Term Disability
• Educational Assistance
• Paid Time Off (PTO)
• Employee Assistance and Wellness Programs
• Family Planning & Parenting Benefits
• Employee Discount Programs
• Pet insurance
• Charitable Donation Matching
• Volunteer Time Off (VTO)
• Employee Resource Groups (ERGs)

Disclaimer: Eligibility may vary based on factors such as role, hours worked, employment status, length of service, location, and other considerations. Detailed information will be shared with eligible candidates during the hiring process, and the official terms and conditions will be outlined in each individual offer document.

Ryan Companies is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.

Notice To Candidates

Please be advised that initial outreach regarding employment at Ryan Companies will only occur via email from the domain @ryancompanies.com email address. If you recieve communication from someone you believe is impersonating Ryan Companies, please report it to us at [e-mail]

Non-Solicitation Notice To Recruitment Agencies

Ryan Companies kindly requests that recruitment agencies and third-party recruiters do not submit unsolicited resumes or candidate information to any Ryan Companies employee or office. Ryan Companies will not be responsible for any fees or expenses associated with unsolicited submissions. If recruitment services are required, we will reach out directly to agencies on our approved vendor list. We appreciate your understanding and cooperation.