Roles and responsibilities of a machine learning engineer

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What are the Roles and responsibilities of a machine learning engineer?
Dec 4, 2018 in Career Counselling by Ali
• 10,430 points
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2 answers to this question.

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  • Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
  • Managing available resources such as hardware, data, and personnel so that deadlines are met
  • Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
  • Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
  • Verifying data quality, and/or ensuring it via data cleaning
  • Supervising the data acquisition process if more data is needed
  • Finding available datasets online that could be used for training
  • Defining validation strategies
answered Dec 4, 2018 by Haseeb
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Hello,

Machine Learning engineer is a good post. there many responsibilities of engineer such as:-

  • Designing and developing Machine Learning Systems

  • Running machine learning tests and experiments

  • Implementing appropriate ML algorithms

  • perform statistical analysis and fine-tuning using test result

  • Extend existing ML libraries and frameworks

  • Research and implement appropriate ML algorithms and tools
answered Mar 29 by SA
• 1,030 points

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