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Software Engineer II – SDET, AI Gateway
CrowdStrike. Design, build, and maintain automated test frameworks for the AI Gateway, backend services, and cloud integrations .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in designing and maintaining automated test frameworks for AI integrations and backend services, with strong programming skills in Go, Python, or Java. Proficient in testing APIs, cloud authentication, and performance testing, while effectively collaborating with engineering teams throughout the development lifecycle.
Highest-signal resume keywords
Automated Testing Framework DevelopmentAPI Testing and IntegrationPerformance and Load TestingCloud Authentication and SecurityCI/CD Pipeline Integration
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
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Hard Skills
Go ProgrammingPython ProgrammingJava ProgrammingAutomated TestingAPI TestingRegression TestingTest DesignPerformance TestingLoad TestingDebugging
Soft Skills
CollaborationIndependent WorkProblem-Solving
Tools & Technologies
AWS BedrockAzure OpenAIGoogle Vertex AIDockerGitOpenTelemetryPrometheusGrafanaK6Locust
Industry Keywords
AI GatewayMicroservicesSaaS ApplicationsOAuthIAMRBACSSOStreaming ProtocolsHTTPJSON
Tech Stack
Tools & technologiesAWSAzureCloudDistributed SystemsDockerGrafanaGRPCJavaJMeterLinuxMicroservicesPrometheusPythonGo
About the role
Key responsibilities & impact- Design, build, and maintain automated test frameworks for the AI Gateway, backend services, and cloud integrations
- Develop end-to-end, integration, API, and regression tests across multiple AI providers
- Test integrations with AWS Bedrock, Azure OpenAI, Google Vertex AI, OpenAI, Anthropic, and other model providers
- Automate cloud authentication scenarios involving API keys, IAM roles, role assumption, service accounts, and identity federation
- Validate AI API behavior, including streaming responses, tool calling, embeddings, multimodal requests, and provider-specific error handling
- Test routing, retries, failover, rate limits, quotas, budgets, authentication, authorization, and usage metering
- Build reusable test utilities, provider mocks, simulators, and automated cloud test environments
- Develop performance, load, and resilience tests for outages, throttling, timeouts, network failures, and partial responses
- Integrate automated tests into CI/CD pipelines, improve test reliability, and reduce developer feedback time
- Investigate defects using logs, metrics, traces, and source code, converting production issues into automated regression tests
- Collaborate with software engineers on feature design, testability, and quality throughout the development lifecycle
Requirements
What you’ll need- 2+ years of experience in software development, SDET, test automation, or a similar engineering role
- Strong programming skills in Go, Python, Java, or another modern programming language
- Hands-on experience developing automated testing frameworks and tools, beyond writing individual test cases
- Experience testing backend services, REST APIs, and integrations between distributed systems
- Good understanding of HTTP, JSON, networking fundamentals, authentication, and common failure scenarios
- Comfortable working with Linux, Git, Docker, and debugging tools
- Ability to read production code, investigate failures across services, and identify root causes
- Solid understanding of test design, regression testing, negative testing, and automated integration testing
- Ability to work independently on assigned features and collaborate effectively with other engineers
- Experience with Go for backend development or test automation
- Experience testing API gateways, proxies, microservices, or cloud infrastructure platforms
- Familiarity with LLM APIs and providers such as AWS Bedrock, Azure OpenAI, Google Vertex AI, OpenAI, or Anthropic
- Experience testing streaming protocols such as Server-Sent Events (SSE), WebSockets, or gRPC
- Experience with performance and load-testing tools such as k6, Locust, or JMeter
- Familiarity with OAuth/OIDC, IAM, RBAC, SSO, and enterprise identity systems
- Experience with OpenTelemetry, Prometheus, Grafana, or distributed tracing
- Experience testing multi-tenant SaaS applications, rate limiting, quotas, or usage-based billing systems
Benefits
Comp & perks- Market leader in compensation and equity awards
- Comprehensive physical and mental wellness programs
- Competitive vacation and holidays for recharge
- Paid parental and adoption leaves
- Professional development opportunities for all employees regardless of level or role
- Employee Networks, geographic neighborhood groups, and volunteer opportunities to build connections
- Vibrant office culture with world class amenities
- Great Place to Work Certified™ across the globe