McCarthy Holdings Inc

AI Engineer II

McCarthy Holdings Inc$95K — $115K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3+ years of experience in software engineering or AI-related fields
  • Bachelor's degree in Computer Science, Data Science, Engineering, or a related discipline
  • Proficiency in building AI applications in production environments
  • Strong programming skills in Python and modern engineering practices
  • Experience with data pipelines, ETL processes, and API integrations
  • Familiarity with SQL and relational data modeling
  • Knowledge of cloud platforms like AWS, Azure, or GCP

Responsibilities

  • Design and develop AI applications and workflows for business processes
  • Support generative AI and agentic solutions with modern practices
  • Maintain data pipelines and reusable data products for AI use cases
  • Contribute to data model design and ontology evolution
  • Optimize prompts and workflows to enhance solution effectiveness
  • Utilize AI-assisted tools for rapid yet high-quality delivery
  • Participate in MLOps processes for continuous improvement

Benefits

  • Collaborative work environment with cross-functional teams
  • Opportunities for professional growth and skill development
  • Engagement with cutting-edge AI technologies
  • Commitment to responsible AI and governance practices
  • Supportive culture that values problem-solving and innovation
Full Job Description
POSITION SUMMARY

McCarthy is seeking a full-time AI Engineer II who will be part of the Engineering and Intelligence team. In this role, you will design, build, and support AI-powered applications and workflows that help drive business value across the enterprise.

Working closely with the AI Manager, business stakeholders, and fellow engineers, you will contribute to the development of production-grade AI solutions, including generative AI, agentic workflows, advanced analytics, and enterprise integrations. This is a hands-on engineering role focused on implementation, experimentation, deployment, and continuous improvement of AI capabilities.

The ideal candidate combines strong software engineering fundamentals with experience in AI and data-driven applications. Experience working within Palantir Foundry, including ontology-driven development, data products, operational workflows, and AI-enabled solutions, is strongly preferred.

RESPONSIBILITES
  • Design, develop, test, and maintain AI-powered applications, services, and workflows that support enterprise business processes.
  • Build and support generative AI and agentic solutions using modern AI engineering practices and frameworks.
  • Develop and maintain data pipelines, integrations, and reusable data products that enable AI and analytics use cases.
  • Contribute to the design and evolution of data models and ontologies that support operational and analytical workflows.
  • Develop and optimize prompts, retrieval strategies, and agent workflows to improve solution effectiveness, reliability, and user experience.
  • Leverage AI-assisted development tools and coding copilots to accelerate delivery while maintaining high standards for code quality, testing, security, and maintainability.
  • Participate in MLOps and PromptOps processes, including deployment, monitoring, evaluation, versioning, and continuous improvement of AI systems.
  • Collaborate with business and technical stakeholders to translate business requirements into practical technical solutions.
  • Support production AI solutions through troubleshooting, performance tuning, monitoring, and ongoing enhancement activities.
  • Contribute to documentation, reusable patterns, and engineering best practices that improve team effectiveness and solution consistency.
  • Follow established AI governance, security, and Responsible AI standards throughout the solution lifecycle.

QUALIFICATIONS
  • Minimum 3 years of experience in software engineering, AI engineering, machine learning, data engineering, or a related technical discipline.
  • Bachelor's degree in Computer Science, Engineering, Data Science, Information Systems, or a related field (or equivalent practical experience).
  • Experience building and deploying AI-enabled applications or machine learning solutions in production environments.
  • Strong programming skills in Python and experience with modern software engineering practices.
  • Data pipelines, ETL/ELT processes, and API-based integrations
  • SQL and relational data modeling
  • Cloud platforms such as Azure, AWS, or GCP
  • Containerized and serverless application deployment patterns
  • Building solutions on enterprise AI and data platforms such as Palantir Foundry, Azure AI, AWS, GCP, or Dataiku.
  • Generative AI platforms and frameworks such as OpenAI, Anthropic, LangChain, LlamaIndex, Hugging Face, or similar technologies.
  • Prompt engineering, evaluation methodologies, and retrieval-augmented generation (RAG) patterns.
  • Experience with Palantir Foundry is strongly preferred, including familiarity with:
    • Ontology-driven application development
    • AIP and AI-enabled workflows
    • Data products and pipeline development
    • Workshop applications and operational workflows
    • Code Repositories and software delivery within Foundry environments
    • Understanding of responsible AI concepts, including transparency, human oversight, security, and governance practices.

CHARACTERISTICS
  • Strong problem-solving and analytical skills with the ability to work through ambiguity and deliver practical solutions.
  • Effective communication skills and the ability to collaborate with technical and non-technical stakeholders.
  • Curiosity and enthusiasm for emerging AI technologies and software engineering practices.
  • Strong attention to quality, maintainability, and user experience.
  • Ability to learn new technologies quickly and apply them effectively in a business environment.
  • High degree of accountability, ownership, and commitment to delivering results.


About McCarthy Holdings Inc

McCarthy Holdings, Inc. is a construction company that provides general contracting, construction management, and design-build services. The company serves clients in the healthcare, education, commercial, and industrial sectors. McCarthy Holdings, Inc. was founded in 1864 and is based in St. Louis, Missouri.
Learn more about McCarthy Holdings Inc
Size
3,000 employees
Industry
Net Income
$100 million
5 Year Trend
+12%
Revenue
$4.4 billion

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