Roles and responsibilities of a machine learning engineer

Question

What are the Roles and responsibilities of a machine learning engineer?

Answer 1

• 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

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Answer 2

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