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What Jobs Are Best in Data Science?
If a Data Scientist focuses on discovery and modeling, what aspect defines the primary focus of a Machine Learning Engineer (MLE)?
What crucial infrastructure components do Data Engineers build and maintain to feed reliable data to scientists and analysts?
What is the primary focus of a Data Analyst's work, particularly concerning descriptive statistics and reporting?
What specific engineering function does the Analytics Engineer perform using tools like dbt (data build tool)?
In many large tech firms, which specialized role can command a higher salary ceiling due to direct impact on product functionality and system reliability?
Which core programming languages and data retrieval skills are listed as foundational technical proficiencies for data science roles?
Which sectors are cited as top employers demanding highly quantitative work and meticulous attention to statistical assumptions due to regulatory oversight?
What does a key differentiator, business acumen, enable a data professional to do effectively regarding analytical problems?
Which data science role is described as the quintessential generalist capable of handling the entire data lifecycle from problem definition to insight communication?
Towards what necessary balance of skills is the necessary trajectory shifting for the most future-proof data science roles, away from purely descriptive statistics?