Senior AI Agent & Evaluations Engineer

Vacatia

$120K — $150K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in developing AI agents or LLM-driven systems in production environments.
  • In-depth knowledge of prompt engineering, including system prompts and tool integration.
  • Experience in creating evaluation frameworks with golden datasets and regression testing methodologies.
  • Familiarity with AI development tools like Claude Code, Codex, or similar agents.
  • Experience with evaluation platforms such as LangSmith or Arize.
  • Strong analytical skills to differentiate between prompt issues and model failures.
  • Excellent communication skills for collaboration across technical and business teams.

Responsibilities

  • Design and optimize AI agent prompts and decision-making behaviors.
  • Develop and maintain comprehensive evaluation frameworks and testing pipelines.
  • Create safety mechanisms to ensure responsible agent operations.
  • Monitor production performance and implement data-driven improvements.
  • Translate business policies into measurable agent behaviors in collaboration with stakeholders.
  • Work with engineering teams to establish context and integration requirements for agents.
  • Develop reusable frameworks for deploying AI agents across various workflows.

Benefits

  • Hybrid work model with three days in-office attendance.
  • Remote work considered for exceptional candidates.
  • Opportunity to work at the forefront of applied AI innovation.
  • Collaborative work environment with talented professionals.
  • Chance to impact business outcomes with AI-driven solutions.
Full Job Description
Location: Portland, OR (Hybrid - Three Days In Office)
Remote considered for exceptional candidates.

We're looking for a hands-on Senior AI Agent & Evals Engineer to own the intelligence layer behind these systems. You'll be responsible for designing agent behavior, building evaluation frameworks, creating guardrails, and continuously improving agent performance as our AI footprint expands across the organization.

If you're passionate about prompt engineering, agent reliability, and creating measurable AI systems that solve meaningful business problems, we'd love to meet you.

Your Impact
  • Design, refine, and optimize prompts, tool definitions, routing logic, and decision-making behavior across Vacatia's AI agent ecosystem
  • Build and maintain evaluation frameworks, golden datasets, grading systems, and regression testing pipelines that measure agent quality and reliability
  • Develop guardrails and safe-failure mechanisms that ensure agents operate responsibly in customer-facing and financially sensitive workflows
  • Monitor production performance, investigate failures, identify edge cases, and continuously improve agent outcomes through data-driven iteration
  • Partner with business stakeholders to translate policies, operational requirements, and domain expertise into measurable agent behavior
  • Collaborate with engineering teams to define context requirements, tool contracts, and integration specifications that support agent success
  • Create scalable frameworks and reusable patterns for deploying AI agents across new business workflows and use cases
  • Establish best practices for prompt engineering, evaluation methodologies, observability, and agent operations

What You Bring
  • Proven experience shipping and owning production AI agents or LLM-powered systems beyond proof-of-concept environments
  • Deep expertise in prompt engineering, including system prompts, tool usage, context management, output constraints, and agent behavior design
  • Hands-on experience building evaluation frameworks using golden datasets, scoring rubrics, LLM-as-judge methodologies, and regression testing
  • Strong familiarity with modern AI development tools such as Claude Code, Codex, or similar coding agents
  • Experience with agent observability and evaluation platforms such as LangSmith, Langfuse, Arize, Galileo, or comparable solutions
  • Ability to distinguish prompt issues from data, tooling, model, or evaluation failures and systematically improve agent performance
  • Strong written and verbal communication skills with the ability to work effectively across engineering and business teams
  • Demonstrated ownership mindset with a passion for building reliable, measurable, and continuously improving AI systems

Strongly Preferred
  • Experience building agents that process communication-based workflows including emails, support tickets, chat interactions, or transcripts
  • Experience with multiple agent frameworks and a practical understanding of their tradeoffs
  • Familiarity with the evolving LLM landscape and model selection strategies
  • Experience designing and implementing end-to-end evaluation pipelines and agent operations workflows
  • Production experience with online evaluation systems and automated scoring of live traffic

Nice to Have
  • Experience integrating AI systems with Salesforce, AWS Connect, or customer engagement platforms
  • Background in customer-facing industries where accuracy, compliance, and communication quality are critical
  • Contributions to open-source projects, technical writing, or public thought leadership in AI, prompt engineering, or agent development


Join Us
Join us at the forefront of applied AI innovation. If you're excited about building intelligent systems that solve complex business problems, improving agent behavior through rigorous evaluation, and helping shape the future of vacation ownership, we'd love to hear from you.

At Vacatia, you'll have the opportunity to build AI solutions that matter, work alongside talented teammates, and create technology that drives real business impact.

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