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Agentic AI Software Engineer

Full-time

TCP Software

Role Description

As an Agentic AI Software Engineer you will:

  • Design, build, and ship agentic AI features end to end, from detection and decision logic through safe action execution, in a cross-functional agile environment.
  • Ground agent behavior in deterministic rules engines and governed data so every agent explains its reasoning and never acts outside permitted boundaries.
  • Build and operate the LLM layer, including prompt architecture, structured outputs, confidence scoring, timeouts, and rules-only fallback paths.
  • Implement safe patterns for agent actions, including idempotent operations, undo windows, retries with backoff, and immutable audit logging.
  • Develop statistical detection and baseline logic that turns workforce data into ranked, explainable findings with business impact attached.
  • Manage inference cost, latency, and model selection from development through production.
  • Partner with QA on evaluation suites, shadow-mode rollouts, and the trust metrics that gate every agent capability, and mentor junior engineers along the way.
  • Operate independently, setting priorities and goals while continuing to learn and grow technically.

Qualifications

  • 6+ years of professional software development experience, including shipping LLM-backed or agentic features to production.
  • Deep production experience with C#/.NET, SQL Server, and API design in systems where correctness has financial consequences, such as payroll, billing, or banking.
  • Experience integrating LLM APIs into enterprise applications, with structured outputs, retrieval grounding, and evaluation-driven iteration.
  • Working fluency with statistical techniques on time-series data, such as rolling baselines, outlier detection, and threshold tuning.
  • The ability to understand requirements and solve technical issues without supervision, serving as a technical lead.

Requirements

  • Hands-on daily use of AI coding assistants or agentic tools, such as Claude Code, GitHub Copilot, or Cursor.
  • Production experience with LLM APIs, MCP servers, or internal AI tooling.
  • An understanding of human-in-the-loop agent design and write-capable AI.
  • A clear understanding of LLM failure modes, including hallucination, prompt injection, and cost overrun, plus the limits and risks of AI-generated code.
  • Preferred: experience with multi-agent orchestration, evaluation harness design, or statistical anomaly detection.

Benefits

  • Competitive salary
  • 20 Days of PTO (Paid Time Off) and 13 days of companywide holidays
  • 8 hours to volunteer and impact the community
  • Comprehensive benefits (Health/Dental/Vision/401K)
  • Employee Choice Pre-Tax Benefit
Vacancy posted 12 hours ago
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