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"How many years of software engineering experience do you have?","How many years of data science experience do you have?","Write reusable scripts for data cleaning and merging","Make datasets available on shared infrastructure","Use versioning for data, model, configurations and training scripts","Continuously monitor the behaviour of deployed models","Log production predictions with the models version and input data","Store models in a single format for ease of use","Equip with web interface, package image, provide REST API","Provide simple API for serving batch and real-time requests","Integration with existing data infrastructure","Querying, visualising and understanding metrics and event logging","Allow experimentation with the inference code","Keep the models API and documentation together","Parallelise feature extraction","Cache predictions","Async support for top-down chaining models"
"3","1","Strongly agree","Agree","Strongly agree","Neither agree nor disagree","Strongly agree","Strongly agree","Strongly agree","Strongly agree","Strongly agree","Strongly agree","Strongly agree","Strongly agree","Strongly agree","Neither agree nor disagree","Strongly agree"
"6","2","Neither agree nor disagree","Agree","Neither agree nor disagree","Agree","Agree","Neither agree nor disagree","Disagree","Strongly disagree","Disagree","Strongly disagree","Disagree","Strongly disagree","Disagree","Strongly agree","Strongly disagree"
"1","5","Strongly disagree","Disagree","Disagree","Strongly disagree","Disagree","Strongly disagree","Strongly disagree","Neither agree nor disagree","Strongly disagree","Disagree","Neither agree nor disagree","Agree","Strongly disagree","Strongly disagree","Disagree"
"3","3","Agree","Agree","Disagree","Neither agree nor disagree","Agree","Not applicable","Not applicable","Neither agree nor disagree","Agree","Disagree","Agree","Strongly agree","Not applicable","Neither agree nor disagree","Agree"
"1","7","Neither agree nor disagree","Disagree","Neither agree nor disagree","Disagree","Strongly disagree","Not applicable","Not applicable","Disagree","Strongly disagree","Disagree","Disagree","Neither agree nor disagree","Strongly disagree","Strongly agree","Not applicable"
"6","0","Strongly agree","Strongly agree","Agree","Neither agree nor disagree","Agree","Strongly agree","Agree","Strongly agree","Agree","Strongly agree","Disagree","Strongly agree","Agree","Strongly agree","Not applicable"
"2","2","Disagree","Neither agree nor disagree","Agree","Strongly agree","Neither agree nor disagree","Disagree","Strongly agree","Disagree","Disagree","Agree","Neither agree nor disagree","Neither agree nor disagree","Not applicable","Disagree","Strongly agree"
"1","2","Disagree","Neither agree nor disagree","Disagree","Agree","Disagree","Strongly disagree","Strongly agree","Strongly agree","Strongly disagree","Disagree","Agree","Strongly disagree","Not applicable","Strongly disagree","Strongly disagree"
"0","1","Strongly disagree","Disagree","Strongly disagree","Disagree","Strongly disagree","Disagree","Agree","Strongly disagree","Disagree","Strongly disagree","Disagree","Strongly disagree","Disagree","Disagree","Strongly disagree"
"7","1","Strongly agree","Strongly agree","Agree","Strongly agree","Agree","Agree","Strongly agree","Strongly disagree","Strongly agree","Not applicable","Agree","Agree","Strongly agree","Strongly agree","Agree"
1 How many years of software engineering experience do you have? How many years of data science experience do you have? Write reusable scripts for data cleaning and merging Make datasets available on shared infrastructure Use versioning for data, model, configurations and training scripts Continuously monitor the behaviour of deployed models Log production predictions with the model’s version and input data Store models in a single format for ease of use Equip with web interface, package image, provide REST API Provide simple API for serving batch and real-time requests Integration with existing data infrastructure Querying, visualising and understanding metrics and event logging Allow experimentation with the inference code Keep the model’s API and documentation together Parallelise feature extraction Cache predictions Async support for top-down chaining models
2 3 1 Strongly agree Agree Strongly agree Neither agree nor disagree Strongly agree Strongly agree Strongly agree Strongly agree Strongly agree Strongly agree Strongly agree Strongly agree Strongly agree Neither agree nor disagree Strongly agree
3 6 2 Neither agree nor disagree Agree Neither agree nor disagree Agree Agree Neither agree nor disagree Disagree Strongly disagree Disagree Strongly disagree Disagree Strongly disagree Disagree Strongly agree Strongly disagree
4 1 5 Strongly disagree Disagree Disagree Strongly disagree Disagree Strongly disagree Strongly disagree Neither agree nor disagree Strongly disagree Disagree Neither agree nor disagree Agree Strongly disagree Strongly disagree Disagree
5 3 3 Agree Agree Disagree Neither agree nor disagree Agree Not applicable Not applicable Neither agree nor disagree Agree Disagree Agree Strongly agree Not applicable Neither agree nor disagree Agree
6 1 7 Neither agree nor disagree Disagree Neither agree nor disagree Disagree Strongly disagree Not applicable Not applicable Disagree Strongly disagree Disagree Disagree Neither agree nor disagree Strongly disagree Strongly agree Not applicable
7 6 0 Strongly agree Strongly agree Agree Neither agree nor disagree Agree Strongly agree Agree Strongly agree Agree Strongly agree Disagree Strongly agree Agree Strongly agree Not applicable
8 2 2 Disagree Neither agree nor disagree Agree Strongly agree Neither agree nor disagree Disagree Strongly agree Disagree Disagree Agree Neither agree nor disagree Neither agree nor disagree Not applicable Disagree Strongly agree
9 1 2 Disagree Neither agree nor disagree Disagree Agree Disagree Strongly disagree Strongly agree Strongly agree Strongly disagree Disagree Agree Strongly disagree Not applicable Strongly disagree Strongly disagree
10 0 1 Strongly disagree Disagree Strongly disagree Disagree Strongly disagree Disagree Agree Strongly disagree Disagree Strongly disagree Disagree Strongly disagree Disagree Disagree Strongly disagree
11 7 1 Strongly agree Strongly agree Agree Strongly agree Agree Agree Strongly agree Strongly disagree Strongly agree Not applicable Agree Agree Strongly agree Strongly agree Agree