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Data Artist & Influencer, Human - Machine mediator, Commercial connect-the-dotter, ML Trainer. There is a great demand for data scientists presenting market dynamics that are favourable for the community. So what should you look for when comparing and evaluating data science roles? Here is a list of some commonly known factors plus some less discussed ones that will help you in your evaluation. These include the quality of the data they have and how well is it organised and how easily can it be accessed.