Position: Automation Execution Framework – Development, Testing (BB48FT RM 3803)
First round of discussion will be F2F with their client. All 5 days WFO.
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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Job Category: Embedded HW_SW
Job Type: Full Time
Job Location: Bangalore
Experience: 4-8 years
Notice period: 0-30 days
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Design Verification (BB78FT RM 3800)
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