Automation Execution Framework – Development, Testing

2 weeks ago

Bengaluru, Karnataka, India Source-Right Full time US$ 6,00,000 - US$ 12,00,000 per year

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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