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MLE-ML OPS Engineer Sony India Software Centre

2.0 - 5.0 years

4 - 8 Lacs

Bengaluru

Work from Office

Job Description - You Will :Focus on ML model load testing and creation of E2E test case sEvaluate modelsscalability 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 model sEnhance monitoring of model scalability, and handle incident of increased error rat eCollaborate with existing machine learning engineers, backend engineers and QA test engineers from cross-functional team s You Brin g:Advanced degree (Masters or Ph D ) in Computer Science/Statistics/Data Science, specializing in machine learni ng3+ years of industry experience (pls dont include years in a research group or R&D tea m)Strong programming skills in languages such as Java, Python, Sca laHands-on Experience in Databricks, mlFlow, Seld onExcellent problem-solving skills and analytical skil lsExpertise in recommendation algorith msExperience with software engineering principles, and use of cloud services like A WS Preferred Qualificatio ns:Experience in Kubeflow, Tecton, Jenk insExperience in building and monitoring large-scale online customer-facing ML applications, preferably recommendation syst emsExperience working with custom ML platforms, feature store, and monitoring ML mod elsFamiliarity with best practices in machine learning and software engineeri

Posted 11 hours ago

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