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Senior Machine Learning Operations Engineer

InovalonGurugram, India
On-site Full-time

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Experience Level

Senior

Qualifications

Key Responsibilities:Test Strategy for ML Systems: Define and own the comprehensive test strategy for ML models, data pipelines, and services, encompassing functional, performance, regression, and reliability testing. ML Model Validation: Create automated tests to verify model behavior (e.g., accuracy, drift detection, bias, stability, and robustness) across training, staging, and production environments. Data Quality & Pipeline Testing: Build automated tests and monitoring for data pipelines to guarantee schema integrity, data completeness, freshness, and correctness for training and inference. Test Automation Frameworks: Develop and maintain scalable test automation frameworks and tools for APIs, microservices, and ML workflows, integrating them into CI/CD pipelines. Performance & Scalability: Design and execute load and performance tests for ML inference services.

About the job

Founded in 1998, Inovalon is dedicated to transforming the healthcare ecosystem through the power of technology and data, enhancing both outcomes and economics. We believe that our customers’ successes directly contribute to improved healthcare, which is why we focus on providing data-driven solutions that promote their missions.

United as ONE Inovalon, we are committed to addressing the most pressing needs in healthcare through a culture of inclusion and innovation. Our efforts create value not only for our clients but also for the millions of patients and members they serve.

About Us:

As a pioneering healthcare technology company, Inovalon is on a mission to revolutionize the industry with innovative AI and machine learning solutions. We aim to leverage advanced technology to enhance health outcomes and streamline healthcare operations. We are currently looking for a highly skilled Senior Machine Learning Software Development Engineer in Test (SDET) to ensure the quality, reliability, and safety of our ML-powered healthcare products.

Job Description:

In the role of Senior Machine Learning SDET, you will design, implement, and maintain robust testing frameworks and quality strategies for machine learning systems throughout their lifecycle. You will collaborate closely with data scientists, ML engineers, software engineers, and product managers to validate models, data pipelines, and ML-driven services in production environments. Your contributions will play a crucial role in ensuring our ML solutions are accurate, efficient, secure, and compliant with healthcare standards, ultimately enhancing patient care and operational efficiency.

About Inovalon

Inovalon is a leader in healthcare technology, committed to transforming the industry with cutting-edge AI and machine learning solutions. Our mission is to harness innovative technology to improve health outcomes and streamline healthcare processes.

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