PMI Cognitive Project Management in AI CPMAI v7 - Training & Certification CPMAI_v7 Question # 3 Topic 1 Discussion
CPMAI_v7 Exam Topic 1 Question 3 Discussion:
Question #: 3
Topic #: 1
You need to hire a data scientist to join your team. What skill sets should you be looking for when hiring and interviewing this person? (Select all that apply.)
A.
Prompt engineering skills
B.
Understanding of tools and technologies for manipulating, collecting, and preparing large data sets
C.
Critical thinking skills
D.
Understanding of algorithms
E.
Automation skills, especially around creating RPA bots
F.
Strong math skills, especially in calculus and statistics
In Phase I’s AI Skills Assessment, CPMAI directs teams to “List the cognitive skills you have available” and to identify “What expertise and skills you have available to you that you can use for this project” as well as any skills gaps to address . The methodology—and the CPMAI Glossary’s definition of a data scientist—emphasizes core competencies in:
Data Engineering & Preparation (manipulating, collecting, transforming large data sets)
Critical Thinking (interpreting insights to align with business goals)
Algorithmic Understanding (selecting and applying the right statistical or ML models)
Mathematical Proficiency (especially statistics and calculus underpinning model creation)
By contrast, prompt engineering (A) is a specialized role for LLM interactions, not a general data-science core competency; and RPA-centric automation skills (E) fall outside the CPMAI focus on cognitive/ML capabilities.
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