McCarthy Building Companies, Inc. · 13 hours ago
AI Analyst II
St Louis, MO
Full-time
Onsite
Mid Level
3+ years expMcCarthy Building Companies, Inc. is the oldest privately-held national construction company in America, committed to sustaining a culture that delivers great experiences for everyone. As an AI Analyst, you will support the development, testing, and governance of AI systems that enhance McCarthy's construction business, while also translating technical results into business insights.
Construction
Responsibilities
Take ownership of assigned projects or components, moving ideas from concept to execution while tracking progress, stakeholders, and changes under guidance from senior team members
Participate in mapping out and documenting processes for the deployment, scaling, and ongoing improvement of AI platforms used across business units
Prepare and share meeting notes, research summaries, process documentation, and action items with teams in a timely and accessible manner
Contribute to a collaborative, feedback-driven work culture that encourages continuous improvement and learning
Assist in maintaining and validating data models and shared definitions that help align analytics, AI outputs, and business concepts across teams
Supports data preparation, documentation, and testing activities
Run exploratory analyses to identify trends, anomalies, and insights in construction and project data
Assist in testing and evaluating AI/ML model outputs and generative AI prompts for accuracy, relevance, and compliance
Track key metrics for AI solutions (accuracy, bias, adoption, governance checkpoints)
Support the development of dashboards, reports, and visualizations to communicate AI outcomes to business stakeholders
Contribute to prompt lifecycle management by organizing, testing, and versioning prompts
Document workflows, test results, and decision points to ensure auditability and transparency
Collaborate with engineers, architects, and business teams to align analytical tasks with real-world project needs
Qualification
Required
Bachelor's degree in Data Science, Computer Science, Statistics, Business Analytics, Engineering, or a related field (or equivalent project experience)
3 – 5 years of professional experience or strong academic/project experience in data/AI, analytics, data science, or business intelligence
Execute well-defined analytical tasks with guidance and assist in model monitoring, data quality checks, and prompt testing
Strong analytical skills with comfort in SQL, Excel, and Python (pandas, matplotlib, scikit-learn basics)
Familiarity with cloud data environments (AWS, Azure, GCP) and willingness to learn MLOps/PromptOps tools
Strong understanding of AI/ML concepts and interest in generative AI systems
Strong attention to detail and a passion for data quality and governance
Excellent communication skills—able to summarize technical results for nontechnical audiences
Growth mindset: eager to learn AI governance, prompt engineering, and agentic AI concepts on the job
Benefits
Total Rewards benefits
Equal opportunity employer, including disability and protected veteran status
Company
McCarthy Building Companies, Inc.
With 160 years spent collaborating with partners to solve complex building challenges on behalf of its clients, McCarthy Building Companies, Inc.
5001-10000 employees
H1B Sponsorship
McCarthy Building Companies, Inc. has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (18)
2024 (9)
2023 (25)
2022 (19)
2021 (19)
2020 (22)
Funding
Current Stage
Late StageLeadership Team
David Burns
Vice President Emerging Tech and Project Delivery
Grant St. George
Vice President Operations
Recent News
ReviewJournal
2025-12-24
2025-12-03
2025-11-05
Company data provided by crunchbase