Please see attachment for details
Overview
Data analyst roles are among the fastest-growing jobs in the world. Many
industries, including technology, healthcare, transportation, and
construction, hire data analysts now more than ever. The advancement in
technological power has led to an overwhelming amount of data being
created daily.
This vast volume of data and the evolution of data privacy and protection
regulations call for a data analyst who can strictly devise, implement, and
comply with the data privacy protection policies at all levels of an
organization.
In this module, you reviewed several organizational roles a data analyst can
fill. Additionally, you have spent the last four weeks learning to identify and
mitigate risks associated with fairness, bias, transparency, explainability, and
accountability. For this assignment, review these roles and select the top
three roles you think are most directly and significantly responsible for
managing data access and regulatory compliance.
Prompt
In your response, be sure to include the following:
• Describe three specific roles that directly control data protection and
regulatory compliance. Specifically, include the following in your response:
o What are the responsibilities of someone who would perform these roles?
o Why do analysts require a much more in-depth knowledge of regulatory
standards than the others? What would that specialized body of
knowledge be?
• Describe several of the best practices from your reading for applying data
protection policies that help to mitigate risks associated with fairness, bias
mitigation strategies, transparency, explainability, and accountability.
Consider the following in your response:
o What best practices would professionals in these roles consider for
regulating data usage and maintaining company policies associated with
fairness, bias risks, transparency, explainability, and accountability?
o How can analysts ensure transparency, explainability, and accountability in
data processes and decisions? Based on the reading, what strategies would
you commonly recommend?
o What resources or regulations (if any) should a data analyst in these roles
use to inform decision making?
• Explain how a data analyst in these roles would collaborate with other data
professionals to maintain data security fairness, bias mitigation,
transparency, explainability, and accountability. Consider the following in
your response:
o How can professionals work together to ensure and maintain data security,
fairness, bias mitigation, transparency, explainability, and accountability?
What to Submit
This assignment must be 1 to 2 pages in length using one-inch margins,
double spacing, and Times New Roman. You should support your responses
by referencing appropriate resources from credible sources in the field. All
references must be cited in APA format. Consult the Shapiro Library APA
Style Guide for more information on references.
Please try to use the resources below for the assignment
Reading Resources:
Chapter 7, “7.4.2: Process Summary” section
This section discusses various professional roles within the domain of data
security management. Table 7.1 delineates four categories—deliverables,
responsible roles, approving roles, and contributing roles—that outline
professional responsibilities.
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Read this article from the RMA Journal for an examination of some factors
that must be considered when there are no guiding data regulations.
Consider the types of decision making that people in a variety of positions
might have to make, whether they are executives or the newest employees
- Overview
- Prompt
- What to Submit
