Quality Assurance Engineer
5 hours ago
Position Title: Quality Assurance Engineer
Location: Remote
Position Overview
As a Quality Assurance Engineer specializing in AI/ML Model Validation, you will define and develop comprehensive test plans and test cases within a cross-functional agile team and contribute to the efficient and quality-oriented delivery of AI/ML systems. You will be the quality expert with deep knowledge of machine learning validation techniques, test automation using Playwright, and microservices architecture. Be the go-to person for ensuring AI model accuracy, reliability, and performance working closely with data scientists, ML engineers, and DevOps teams while having a full understanding of the product and its impact on end users.
Responsibilities and Deliverables
- Develop and execute comprehensive testing strategies for AI/ML models
- Design, develop, and maintain end-to-end automated test suites using Playwright (TypeScript/JavaScript) for web applications and API testing
- Validate AI model performance and monitor model drift over time, implementing automated alerts for performance anomalies or degradation
- Conduct data quality assessments and validation to ensure training and inference data integrity, including data collection, preparation, and validation processes
- Implement contract testing and integration testing strategies specifically tailored for microservices architecture
- Work in a Scrum team using Agile best practices and collaborate with data scientists, developers, and product managers throughout the software development lifecycle
- Fully understand defects detected through testing, reproduce issues with clear instruction of how to replicate, troubleshoot defects to manage tracking and resolution processes
- Establish and maintain good working relationships with peers in Development, Data Science, Product Management, Professional Services, and external clients
- Participate as a release coordinator and ensure the release process is followed, integrating automated tests into CI/CD pipelines (GitHub Actions, Jenkins, etc.)
- Participate in improving processes, test automation frameworks, AI/ML validation methodologies, and integration to DevOps culture
- Perform chaos engineering and fault injection testing to validate service resilience in distributed systems
- Create and maintain comprehensive test documentation, automation frameworks, and quality dashboards for stakeholder visibility
Qualifications:
- Bachelor's degree in Computer Science, Software Engineering, Machine Learning, or related technical field, or equivalent practical experience
- 4+ years of experience in software quality assurance with 2+ years focused on test automation using modern frameworks
- 2+ years hands-on experience with Playwright for UI and end-to-end automation testing (TypeScript/JavaScript required)
- 1+ years of experience testing AI/ML systems, data-driven applications, or machine learning models with understanding of ML concepts, algorithms, and model evaluation metrics
- Strong work ethic with a positive attitude and a passion for Quality Assurance in AI/ML domains
- Proficiency in programming languages such as Python, JavaScript/TypeScript for test automation and scripting
- Experience with API testing (REST, GraphQL) using tools like Postman, REST Assured, or similar frameworks
- Knowledge of microservices architecture, containerization (Docker), and orchestration (Kubernetes)
- A continuous learner with motivation to explore industry-leading AI/ML testing techniques and automation tools with the drive to share knowledge with colleagues
- Strong analytical and problem-solving skills with meticulous attention to detail
- Excellent time and risk management skills with ability to prioritize and manage multiple testing activities
- Team player with effective interpersonal and communication skills (written and oral) to collaborate across technical and non-technical teams
- Flexible, self-motivated, and comfortable working with multiple teams in a fast-paced environment
- Strong ability to adapt and be flexible in changing project environment to meet deadlines
- Passionate about understanding customer needs and delivering high-quality, secure, performant products
- Experience with Git version control, CI/CD pipelines, and Agile/Scrum methodologies
- Strong understanding of software QA methodologies, SDLC, STLC, and testing best practices
- Ability to build high-quality, secure, performant solutions and willing to pursue new learning in AI/ML testing domains
- Flexible with mode of communication, whether it be with coworkers in-person or online, able to contribute to an inclusive mindset to promote collaboration
Job Type: Permanent
Pay: ₹800, ₹1,000,000.00 per year
Experience:
- Python: 3 years (Required)
- Playwright: 4 years (Required)
Work Location: Remote
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