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Solstice Health

AI-driven marketing compliance evaluation platform

Member of Technical Staff - Quality Engineering

Test Automation EngineeringConfirmed live in the last 24 hours
Full-timeNew York, NY, USA

About the Job

Requirements

  • Strong Python skills and experience building test infrastructure and automating it in CI/CD.
  • Strong end-to-end and UI test automation skills, especially with Playwright.
  • Ability to perform manual and exploratory QA, identify edge cases, and own release sign-off.
  • Experience testing non-deterministic, machine-learning, or large language model systems, or willingness to build that capability.
  • Familiarity with evaluation methods such as golden datasets, large language model-as-judge approaches (rubric, pairwise, and reference-based), and calibrating those judges against human or expert labels.
  • A statistical approach to quality, including variance, pass@k, and regression detection.
  • Ability to analyze errors by reading traces, grouping failures by theme, and converting important failures into permanent tests.
  • Ability to think independently, take ownership, make decisions, and build a quality function from scratch.
  • Ability to explain technical risk to non-technical people and give and receive direct feedback.

Responsibilities

  • Design evaluation systems that score output quality and determine with evidence what is good enough to ship.
  • Build tooling to detect quality drops, cost increases, and latency regressions when models or prompts change.
  • Design tests for agent failure modes, including goal drift, repeated tool calls, incorrect tool selection, and malicious instructions in ingested documents.
  • Own testing of compliance-critical paths, including verification of claims against approved source material.
  • Build and maintain a Playwright end-to-end test suite covering user flows from login through content creation and review.
  • Perform hands-on manual and exploratory QA, test releases, find edge cases, and provide final release sign-off.
  • Establish CI/CD quality gates, including automated tests, linting, and type checks for pull requests.
  • Use production traces and monitoring signals for drift detection and to create regression tests for escaped defects.
  • Harden background jobs so pipelines withstand retries, timeouts, and worker crashes without losing or duplicating work.
  • Define testing standards as the first QA hire and help the team write trustworthy code.

Desired Qualifications

  • Hands-on experience with agent or large language model frameworks such as LangChain or LangGraph, and understanding of agentic system failure modes.
  • Experience with evaluation and large language model observability tools such as LangSmith, Langfuse, Arize Phoenix, Braintrust, RAGAS, Promptfoo, OpenAI Evals, or similar.
  • Familiarity with TypeScript and React to write meaningful UI tests and reproduce bugs quickly.
  • Experience with adversarial or red-team testing, including detecting outputs that violate safety or regulatory requirements.
  • Backend experience with asynchronous Python services and task queues.
  • Experience in a regulated industry such as pharma, healthcare, or finance.
  • MLOps or LLMOps experience, including defining quality SLOs.

About the Company

Solstice Health

AI-driven marketing compliance evaluation platform

Solstice Health offers an AI-powered compliance evaluation platform for marketing teams in the life sciences industry. It helps pre-screen and assess marketing content for regulatory issues before launch, speeding review cycles. The product analyzes content, incorporates likely feedback from medical, legal and regulatory (MLR) teams, and flags misalignments to ensure content meets requirements. Unlike broad AI review tools, it targets life sciences marketing, focusing on pre-launch compliance to reduce penalties and keep teams ahead of evolving regulations. The goal is to cut penalties and accelerate compliant content launches by delivering reliable, timely regulatory insights through a subscription-based platform.

Company size
11-50
Company stage
Series A
Total funding
$24.5M
Headquarters
New York City, New York
Founded
2022

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