





Tier-1 brand, metro location, mid-level SDE title, and generalist automation expectations increase applicant competition.
Test automation and tooling skills transfer across industries but require specific framework and platform experience, so moderate sensitivity.
Explicit 5+ years plus mandatory automation, CI/CD, observability, and programming language experience creates moderately strict filters.
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Design, develop, and maintain scalable AI/ML-enabled test automation frameworks and internal developer productivity tools across web, native mobile apps, and APIs.
Perform root cause analysis of test failures and system issues, implementing durable fixes and improving system stability and reliability.
Collaborate across teams to enhance CI/CD workflows, observability tooling, and overall quality and efficiency of test automation processes.
Bachelor’s degree in Computer Science or related technical field, or equivalent experience.
5+ years of relevant software development or test automation engineering experience.
Experience with building and debugging applications and internal tools using at least one programming language, with exposure to multiple tech stacks.
Working knowledge of automated testing and monitoring tools for distributed systems, with the ability to perform root cause analysis and improve test framework stability.
Experienced in developing scalable, maintainable test automation frameworks and internal tools using multiple programming languages (e.g., Java, Python).
Demonstrated expertise in system design, API design, and applying design patterns for robust automation and tooling platforms.
Familiarity with integrating and operating AI/ML-enabled solutions within CI/CD and observability-focused environments (Datadog, Splunk) at scale.