What are the top services that data scientists provide?

Question

Accepted Answer

The role of a data scientist is not limited to just a single job or a single task. A data scientist is responsible for various things. Let me clarify that data scientists are responsible for all the data-related tasks that a company has to do. These are the various services that a data scientist provides to the company:

Communicating with internal and external stakeholders to understand their needs and formulating solutions and strategies for its improvement.
Deriving insights from data and using data modelling practices to analyze your findings and create their solutions
Identify the growth opportunities and potential risks related to the suggestions you made.
Creation and maintenance of database standards and policies 
Database backup design and strategizing storage
In order to optimum utilization, a DBA may also have to administer database objects.
Database housekeeping 
Management of database security and integrity 
Testing and modification of databases to ensure their operational reliability
Selection of appropriate data sets and methods of representing data. 
Identifying patterns and forecasting unseen instances using data modelling and evaluations strategy
Application of ML algorithms
Collaboration with data engineers and building data and model pipelines.
Selection of appropriate data sets and methods of representing data. 
Identifying patterns and forecasting unseen instances using data modelling and evaluations strategy
Application of ML algorithms
Collaboration with data engineers and building data and model pipelines.
Data Model creation and identifying patterns 
Data aggregation and extracting historical insights from the data models. 
Data system and pipeline building. 
Complex data analysis and reporting 
Interpreting the trends and identifying the patterns 
Opportunity identification in order to acquire data.

Have you ever wondered what the latest tools and applications that a data scientist uses currently are?