5 - 10 years

0 Lacs

Posted:3 days ago| Platform: Shine logo

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Work Mode

Remote

Job Type

Full Time

Job Description

Job Description:

         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 teams

         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

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