Hiring Data Science Too Early
Hire a Data Scientist too early…
and you’ll both regret it.
Hire these roles first:
1. Software Engineers – build core app, data model, data flow, non-ML features
2. Product Manager – know the customer, target the right problems
3. Data Analyst – answer important questions, quantify value, prototype analytics
Then hire:
4. Data Scientist – predict, classify, recommend
5. Data Engineer – support productization, accelerate data feature delivery
Why?
* Engineering can address >95% of early product features without Data Science
* Product helps you find/keep product market fit
* Analysts accelerate every team in the company (not joking) and lay the ground work for great data science
Hiring a data scientist too soon isn’t fair to you or them.
You’ll both be spinning your wheels.
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