Sr. Software Engineer_ Testing
1 week ago
Overview
As a Senior Software Engineer focused on testing and quality assurance, you will play a key role in validating the reliability, performance, and accuracy of Brightspeeds AI-driven Circuit Optimization Platform. Youll design and implement robust Python-based test frameworks to ensure the integrity of data pipelines, AI/ML models, and system integrations.
Key Responsibilities:
- Design and develop automated test frameworks in Python for validating data ingestion, transformation, and normalization processes.
- Create unit, integration, and end-to-end test suites for AI/ML pipelines, GenAI models, and multi-agent systems.
- Validate the Canonical Circuit Intelligence Graph (CCIG) for data consistency, traceability, and semantic accuracy.
- Develop test strategies for forecasting models, recommendation engines, and NLP interfaces.
- Implement mock services and test harnesses for simulating external system integrations (e.g., ERP, ticketing, vendor portals).
- Collaborate with developers and DevOps to integrate tests into CI/CD pipelines and ensure continuous quality.
- Perform regression testing, performance benchmarking, and failure analysis across platform components.
Required Skills:
- Strong Python programming skills with a focus on test automation and QA engineering.
- Experience with PyTest, unittest, or similar frameworks.
- Familiarity with data validation, schema testing, and mocking techniques.
- Exposure to AI/ML model testing, including validation of predictions and explainability.
- Understanding of graph databases, REST APIs, and cloud-native architectures.
- Experience in telecom or network systems testing is a plus.
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