Principal AI & Automation Engineer

We're seeking a Principal AI & Automation Engineer, to lead the evolution of our next-generation quality engineering platform. This role is ideal for a highly experienced engineer who can architect intelligent, self-adaptive test automation frameworks for cloud-native, microservices-based broadband systems.

You will combine deep automation expertise, modern software architecture, and AI/ML-driven testing approaches to transform complex system requirements into scalable, resilient, and insight-driven quality solutions. As a technical leader, you will drive autonomous testing strategies, enabling faster releases, higher reliability, and continuous quality validation across DOCSIS and PON features on vCMTS ecosystem., * Architect and build scalable, modular, and AI-augmented test automation frameworks supporting functional, integration, and performance testing.

• Design self-healing and adaptive test systems using AI/ML techniques (e.g., anomaly detection, flaky test prediction, intelligent test selection).
• Implement shift-left and shift-right QA strategies, embedding quality across the entire SDLC and production monitoring pipelines.
• Develop data-driven and model-based testing approaches, leveraging telemetry, logs, and production data to improve test coverage and accuracy.
• Lead automation efforts for cloud-native, microservices-based DOCSIS/PON platforms, ensuring high availability and performance at scale.
• Collaborate with engineering, product, and QA teams to translate requirements into intelligent, reusable automation assets.
• Integrate QA deeply into DevOps/MLOps pipelines, enabling continuous testing, validation, and feedback loops.
• Drive Core Virtualization and network validation initiatives, applying advanced simulation, traffic modeling, and AI-assisted diagnostics.
• Build tools for predictive quality analytics, identifying risks and failure patterns before they impact production.
• Troubleshoot complex distributed systems using advanced observability, AI-assisted root cause analysis, and debugging techniques.
• Mentor engineers on modern QA practices, Python architecture, and AI-driven test automation strategies.

• Strong track record of building enterprise-grade, extensible automation frameworks.
• Strong proficiency in Linux/Ubuntu environments, CLI tooling, and automation scripting (Python, Go, Shell scripting).
• Hands-on experience with traffic generation and network test tools (e.g., IXIA, ByteBlower) and simulation platforms.
• Ability to analyze packet captures, simulate network conditions, and validate end-to-end system performance at scale.
• Familiarity with observability stacks (logs, metrics, tracing) and applying them to quality engineering.
• Strong experience with CI/CD pipelines (Jenkins, GitLab CI) and version control (Git), with emphasis on continuous testing and quality gates.
• Experience integrating AI/ML into QA workflows, such as:

• Intelligent test case generation
• Test optimization and prioritization
• Flaky test detection and self-healing frameworks

• Anomaly detection in logs, metrics, and network traffic

Additional Nice to Have:

• Familiarity with observability stacks (logs, metrics, tracing) and applying them to quality engineering.
• Experience with Kubernetes, Docker, and cloud-native test environments, including ephemeral and scalable test infrastructure.
• Good understanding of networking protocols and systems (TCP/UDP, BGP, ISIS, HTTP/S, multicast, switching/routing).
• Deep expertise in software architecture and design patterns (OOP, microservices architecture) applied to test systems.
• Experience with data engineering concepts (test data pipelines, telemetry ingestion) and exposure to MLOps workflows is a plus., Bachelor's Degree

While possessing the stated degree is preferred, Comcast also may consider applicants who hold some combination of coursework and experience, or who have extensive related professional experience.

Here's a look at just some of the perks and benefits we make available to our US-based employees:

• Medical & Dental
• 401(k) Savings Plan
• Generous paid time off
• Life Milestones - from adoption assistance, childcare resources, pet insurance, and more, Comcast supports you at all life stages.
• Courtesy Services - We offer all of our full-time employees in serviceable areas free digital TV and internet.
• Discount tickets for Universal Resorts, including theme park tickets and onsite hotel rooms.

Make your mark at Comcast -- a Fortune 30 global media and technology company. From the connectivity and platforms we provide, to the content and experiences we create, we reach hundreds of millions of customers, viewers, and guests worldwide. Become part of our award-winning technology team that turns big ideas into cutting-edge products, platforms, and solutions that our customers love. We create space to innovate, and we recognize, reward, and invest in your ideas, while ensuring you can proudly bring your authentic self to the workplace. Join us. You'll do the best work of your career right here at Comcast. (In most cases, Comcast prefers to have employees on-site collaborating unless the team has been designated as virtual due to the nature of their work. If a position is listed with both office locations and virtual offerings, Comcast may be willing to consider candidates who live greater than 100 miles from the office for the remote option.), *This position is unable to provide work authorization sponsorship or immigration support now or in the future.* The Technology + Product organization works at the intersection of media and technology and our innovative teams are continually developing and delivering products and next-generation technologies that transform the customer experience. The Comcast Network and CONNECTivity (CONNECT) organization is a highly agile, fastpaced, dedicated group at the forefront of change focused on innovating, building, and operating the best in class, most reliable access network for our customers.