be responsible for the prediction accuracy of our models, with regards to its application in a production control loop; run experiments and try to continuously improve our machine learning pipeline; extend our ML monitoring to enable us to detect ML problems automatically; share your experience and expertise with the team, by; mentoring more junior engineers; helping non-ML engineers to understand our ML product and its intricacies; serving as a sparring partner for other ML engineer
Requirements:
Experience in developing machine learning models that are used in production, including data preprocessing and feature engineering; Comfortable with both, the data science and the ML engineering tech stacks (python, pandas, numpy, sklearn, SQL); Experience in software engineering, including working on a production code base, conducting merge reviews, and overseeing the deployment of one's own software; Experience with developing and optimizing machine learning models to solve customer problems
Text:
Senior Machine Learning Engineer be responsible for the prediction accuracy of our models, with regards to its application in a production control loop; run experiments and try to continuously improve our machine learning pipeline; extend our ML monitoring to enable us to detect ML problems automatically; share your experience and expertise with the team, by; mentoring more junior engineers; helping non-ML engineers to understand our ML product and its intricacies; serving as a sparring partner for other ML engineer Experience in developing machine learning models that are used in production, including data preprocessing and feature engineering; Comfortable with both, the data science and the ML engineering tech stacks (python, pandas, numpy, sklearn, SQL); Experience in software engineering, including working on a production code base, conducting merge reviews, and overseeing the deployment of one's own software; Experience with developing and optimizing machine learning models to solve customer problems
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