SOAIS is a leading enterprise IT solutions provider which has a passion for customer satisfaction, technology innovation with profound industry and business process expertise. It offers a full spectrum of technology solutions in the arena of Oracle Cloud Applications, PeopleSoft, WorkSoft, Workday and niche technology areas such as mobility
Job DescriptionThe candidate will be responsible for designing and executing comprehensive test strategies to ensure the accuracy, reliability, performance, scalability, and robustness of AI/ML solutions.
Key Responsibilities:
- Design and execute test strategies, test plans, test scenarios, and test cases for AI/ML applications.
- Perform functional, integration, regression, system, API, and end-to-end testing.
- Validate AI/ML model outputs against expected results and business requirements.
- Test data quality, data pipelines, preprocessing, feature engineering, and data transformations.
- Validate model performance using appropriate metrics such as accuracy, precision, recall, F1-score, ROC-AUC, MAE, and RMSE.
- Identify and validate issues related to model bias, data drift, model degradation, and inconsistent predictions.
- Perform testing of REST APIs and AI/ML services using tools such as Postman.
- Develop and maintain automation test scripts using Python and frameworks such as PyTest.
- Basic to good understanding of Machine Learning concepts and algorithms.
- Understanding of supervised and unsupervised learning.
- Experience validating ML model predictions and outputs
All your information will be kept confidential according to EEO guidelines.
Skills Required
- Design and execute test strategies, test plans, test scenarios, and test cases for AI/ML applications
- Perform functional, integration, regression, system, API, and end-to-end testing
- Validate AI/ML model outputs and predictions against expected results and business requirements
- Basic to good understanding of Machine Learning concepts and algorithms
- Understanding of supervised and unsupervised learning
- Test data quality, data pipelines, preprocessing, feature engineering, and data transformations
- Validate model performance using metrics such as accuracy, precision, recall, F1, ROC-AUC, MAE, RMSE
- Identify and validate issues related to model bias, data drift, model degradation, and inconsistent predictions
- Perform testing of REST APIs and AI/ML services using tools such as Postman
- Develop and maintain automation test scripts using Python and frameworks such as PyTest
What We Do
SOAIS is a leading enterprise IT solutions provider with a passion for customer satisfaction, technology innovation and deep industry & business process expertise. It offers a full spectrum of technology solutions in the arena of UiPath RPA, Oracle Cloud (SaaS & PaaS), PeopleSoft, Worksoft Test Automation, and niche technology areas such as AI/ML. Founded in 2006, SOAIS’ mission has always to bring cost reduction and innovation that produce a tangible impact to our customer’s business. Its continuous commitment towards excellence has resulted in an ever-increasing list of over 100 satisfied global clients across several verticals. SOAIS has a global presence with offices in Chicago, Bangalore, and Kolkata. With a Center of Excellence and a flexible global delivery model, SOAIS has a strong track record of long-term strategic partnerships with customers. SOAIS also has a dedicated ODC for a $24 billion chip manufacturing giant. SOAIS partners with Oracle, UiPath, Nivedous and also has a strategic alliance with Worksoft
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