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MLE MLOps Engineer

MLE MLOps Engineer

Allegis Group

3 - 8 years

18 - 27 Lacs

Bengaluru

Posted:5 hours ago| Platform:

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Skills Required

Load Testing Data Bricks Python unit test framework machine learning models test cases Pytest ML load testing JMeter

Work Mode

Hybrid

Job Type

Full Time

Job Description

You Will: Focus on ML model load testing and creation of E2E test cases Evaluate models scalability and latency by running suites of metrics under different RPS and creating and automating the test cases for individual models, ensuring a smooth rollout of the models Enhance monitoring of model scalability, and handle incident of increased error rate Collaborate with existing machine learning engineers, backend engineers and QA test engineers from cross-functional team You Bring: Advanced degree (Master’s or Ph.D.) in Computer Science/Statistics/Data Science, specializing in machine learning 3+ years of industry experience (pls don’t include years in a research group or R&D team) Strong programming skills in languages such as Java, Python, Scala Hands-on Experience in Databricks, mlFlow, Seldon Excellent problem-solving skills and analytical skills Expertise in recommendation algorithms Experience with software engineering principles, and use of cloud services like AWS Preferred Qualifications: Experience in Kubeflow, Tecton, Jenkins Experience in building and monitoring large-scale online customer-facing ML applications, preferably recommendation systems Experience working with custom ML platforms, feature store, and monitoring ML models Familiarity with best practices in machine learning and software engineering

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Allegis Group

www.allegisgroup.com

Staffing and Recruiting

Hanover Maryland

10001 Employees

258 Jobs

Key People

Andy Hilger

President
Michele H. Smith

Chief Financial Officer
Travis K. Halsey

Chief Operating Officer

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MLE MLOps Engineer

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