Automation Execution Framework – Development, Testing (BB48FT RM 3803)

Position: Automation Execution Framework – Development, Testing (BB48FT RM 3803)

Essential duties and responsibilities:

Design and implement AI-powered agents to automate test pipelines, reducing manual intervention and improving efficiency

Develop intelligent test orchestration systems that can adapt to changing requirements and optimize test execution

Integrate AI/ML models into CI/CD workflows for predictive testing and anomaly detection

Build frameworks for automated test generation, execution, and result analysis using deep learning techniques

Develop comprehensive monitoring solutions using Prometheus for infrastructure, applications, and ML models

Design and implement custom metrics, alerts, and dashboards for system health and performance tracking

Manage and optimize Kubernetes clusters for ML workloads and test environments

Build and maintain containerized applications using Docker with best practices for security and efficiency

Qualifications:

Solid understanding of machine learning concepts and model evaluation metrics

Experience testing AI/ML models or data-driven systems

Strong Python skills for test automation and framework development

Hands-on experience with Kubernetes including deployment, scaling, and cluster management

Proficiency in Prometheus for metrics collection, alerting, and visualization

Expert knowledge of containerization technologies, particularly Docker

Solid understanding of MLOps principles and tools for model deployment and monitoring

Experience with container orchestration and on-prem architectures

PREFERRED:

Knowledge of PCIe Gen4/5/6 technology , SPI interfaces.

Familiarity with Grafana, ELK stack, or other observability tools

Knowledge of fairness testing and bias detection in AI

Experience with exploratory testing techniques for AI systems

Background in software testing methodologies and test automation frameworks

SKILLS:

Capable of developing wide system view for complex embedded systems

Excellent interpersonal skills

Strong can-do attitude

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