Staff Software Engineer - Testing & Evals Frameworks

Company OverviewID.me is the next-generation digital identity wallet that simplifies how individuals securely prove their identity online. Consumers can verify their identity with ID.me once and seamlessly login across websites without having to create a new login and verify their identity again. Over 175 million users experience streamlined login and identity verification with ID.me at 22 federal agencies, 50 state government agencies, and more than 100 healthcare organizations. Over 600 consumer brands use ID.me to verify communities and user segments to honor service and build more authentic relationships. ID.me’s technology meets the federal standards for consumer authentication set by the Commerce Department and is approved as a NIST 800-63-3 IAL2 / AAL2 credential service provider by the Kantara Initiative. ID.me is committed to “No Identity Left Behind” to enable all people to have a secure digital identity. To learn more, visit .ID.me is a full-time, in-office culture. Unless a specific job description explicitly states otherwise, all roles are on-site five days per week at one of our offices in McLean, VA; Mountain View, CA; New York City, NY; or Tampa, FL. Certain roles — such as field-based sales or other remote-by-design positions — may have different work arrangements as noted in their individual postings.At ID.me, we embrace the thoughtful use of AI tools in our daily work and there are even occasions where we leverage AI in our hiring process. However, during the interview process, we want to understand your individual skills and experiences. Therefore, we have guidelines on how AI can be appropriately used during your application and interviews which can be found here.Position OverviewThis Staff Engineer role sits at the intersection of engineering, testing, AI evals, and developer experience. You will own the architecture and strategy for the evaluation frameworks, automation tools, and testing infrastructure that give ID.me engineering teams the confidence to ship quickly and safely across functional, end-to-end, LLM/eval, and security-focused testing practices, as well as the CI/CD quality gates the org depends on.It requires deep engineering rigor, the judgment to set testing strategy for complex, asynchronous, event-driven systems, and the ability to build tooling and standards that other teams adopt widely. You will raise the quality bar across the engineering org, mentor senior and mid-level engineers, champion AI-assisted testing practices, and partner directly with engineering, product, and security teams to embed quality into every stage of development for a platform that verifies the identity of millions of users.Key ResponsibilitiesOwn Test Architecture & Strategy: Set the architecture and long-term strategy for automation frameworks and testing infrastructure (Playwright, Python, Jest, API automation) across ID.me's services, and ensure comprehensive, reliable coverage org-wide.Lead Testing Strategy for Distributed Systems: Define end-to-end and integration testing strategy for complex, asynchronous, event-driven, and eventually-consistent systems, including workflow orchestration platforms such as Temporal.Drive Testing-in-Production as an Org Standard: Build and champion canary deployments, progressive/phased rollouts, synthetic monitoring, and automated rollback triggers to validate real-world behavior safely before full release.Own Security-Focused Test Automation: Set the standard for testing authentication/authorization flows (OAuth 2.0, OIDC), RBAC/ReBAC, secrets management, and tenant isolation.CI/CD Quality Gates: Integrate automated testing into CI/CD pipelines (e.g., GitHub Actions) org-wide to give every team fast, reliable feedback.Drive AI & Evals Culture: Build robust evaluation pipelines for AI-assisted features and LLM agents, while applying AI tools to accelerate test authoring, test plan generation, and code review across the org.Cross-Team Collaboration: Partner with Security, Platform, and Product teams as a testing strategist, advising on testable code structure, coverage gaps, and quality checks throughout the development lifecycle.Mentorship: Guide senior and mid-level engineers on test architecture, testing strategy, and quality practices.Debug & Root Cause: Debug and root-cause issues across frontend, backend, APIs, and distributed services, and drive fixes to closure.Reliability & Eval Metrics: Define and track reliability, quality, and eval accuracy metrics (e.g., time to detect, time to remediate, output quality scores) for the systems you evaluate and test.Minimum Qualifications10+ years of experience (or equivalent: 10+ years with a Master's degree, or a PhD with 5+ years) as a software engineer in modern web applications and distributed systems.Proficiency in Python/TypeScript/JavaScript/Java.Hands-on experience with Playwright, Jest, API automation, or evaluation frameworks for software/AI systems.Experience integrating automated tests into CI/CD pipelines (e.g., GitHub Actions, ArgoCD).Proven ability to lead cross-team technical initiatives and influence engineering standards.Track record of mentoring senior engineers and raising the quality bar across teams.Strong written and verbal communication across engineering, product, and leadership.Preferred QualificationsAPI & Systems Testing: REST APIs, microservices, distributed and event-driven architectures; workflow orchestration (e.g., Temporal).Identity & Access Management: OAuth 2.0, OIDC, SAML 2.0, SCIM 2.0; enterprise IdPs (Okta, Entra ID, Auth0, Ping); RBAC/ReBAC (Zanzibar, SpiceDB) and multi-tenant authorization.Security & Compliance: AuthN/authZ testing, secrets management, tenant isolation, least-privilege access; IDV/KYC and PII/compliance validation.Testing Strategy & Ops: Canary/phased rollouts, automated rollback, contract testing (Pact), performance/load testing (Locust, k6, Gatling).Engineering & Platform: Java/Spring Boot or Ruby on Rails; GCP, Docker, Kubernetes; observability and chaos engineering.AI-Augmented Testing: Using/building agentic tools for test generation, code review, and test planning.AI Agent Evals: Experience building eval frameworks for LLM agents (e.g., correctness graders, LLM-as-judge, human-in-the-loop evals, benchmark dataset curation); familiarity with agentic frameworks (Claude API/Anthropic SDK, BrainTrust, LangChain, LangGraph, CrewAI, or similar); production monitoring for AI systems (behavioral drift detection, output sampling, shadow scoring); red-teaming or adversarial testing experience for AI models or agents; experience with RAG pipelines, including data chunking and pre-retrieval data quality gates.Background in identity verification, fraud detection, or regulated industries.Experience with observability tooling (Datadog, OpenTelemetry).The annual base salary listed does not include a company bonus, incentive for sales roles, equity and benefits which will be determined based on experience, skills, education, relevant training, geographic location and role. ID.me offers comprehensive medical, dental, vision, health savings account, flexible spending accounts (medical, limited purpose, dependent care, commuter benefit accounts), basic and voluntary life and AD&D insurance, 401(k) with company match, parental leave, ability to participate in unlimited paid time off subject to the terms and conditions of the PTO policy, including 8 company wide holidays, short and long-term disability insurance, accident and critical illness insurance, referral bonus policy, employee assistance program, pet insurance, travel assistant program, wellbeing and childcare discounts, benefit advocates, and a learning and development benefit.Final offers may vary from the amount listed based on qualifications, professional experiences, skills, education, relevant training, geographic location, and other job related factors.U.S. Pay Range$174,000—$229,000 USDMountain View, CA Pay Range$194,000—$253,000 USDID.me maintains a work environment free from discrimination, where employees are treated with dignity and respect. All ID.me employees share in the responsibility for fulfilling our commitment to equal employment opportunity. ID.me does not discriminate against any employee or applicant on the basis of age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws, regulations and ordinances. ID.me adheres to these principles in all aspects of employment, including recruitment, hiring, training, compensation, promotion, benefits, social and recreational programs, and discipline. In addition, ID.me's policy is to provide reasonable accommodation to qualified employees who have protected disabilities to the extent required by applicable laws, regulations and ordinances where a particular employee works. Upon request we will provide you with more information about such accommodations.Please review our Privacy Policy, including our CCPA policy, at id.me/privacy. If you provide ID.me with any personally identifiable information you confirm that you have read and agree to be bound by the terms and conditions set out in our Privacy Policy.ID.me participates in E-Verify.