Three Skills Project Managers Need When Using AI in Projects

In the fast-paced landscape of project management, where technology is a driving force, the project manager's ability to grasp the fundamentals of machine learning, natural language processing, data management, and statistics is paramount. These skills not only enable effective collaboration with AI tools but also empower project managers to make informed decisions based on a nuanced understanding of the technology involved.

Posted: Dec 14, 2023 12:11 AM

Dear Paul
The topic you brought to our reflection and debate is very interesting.

Thank you for sharing and for the tips on the "Three skills project managers need when using AI"

Posted: Dec 14, 2023 6:05 AM

Dear Paul, thank you for sharing the skill sets for fellow incumbent and aspiring practitioners in this timely topic.

Posted: Dec 14, 2023 5:44 PM

Thanks for this insight

Posted: Dec 18, 2023 4:46 AM

Dear Paul,


Your insights into the essential skills project managers need to develop in the era of AI-enhanced project management are both pertinent and timely. As AI becomes increasingly integrated into project management processes, the role of project managers will evolve, necessitating a deeper understanding of AI technologies and their applications. Let’s delve into the three key areas you highlighted:

Understanding ML and NLP Fundamentals: Project managers need to have a foundational understanding of machine learning (ML) and natural language processing (NLP) to effectively manage AI-based solutions. This doesn't mean they need to become experts in programming but should understand the capabilities and limitations of these technologies. Knowing how ML algorithms work, what hyperparameters are, and the importance of datasets is crucial for asking relevant questions and making informed decisions. Similarly, understanding the basics of NLP and how it interprets and generates language is important, especially when considering how project data is applied to generative AI tools like ChatGPT.

Data Management Skills: AI's reliance on data means that project managers must be adept at identifying and managing relevant project data. This involves understanding what data is necessary, how to wrangle it, and the importance of feature engineering. The project manager's intimate knowledge of the project's nuances makes them ideally suited to oversee the selection and preparation of data for AI applications.

Familiarity with Math and Statistics: A basic understanding of the mathematical and statistical principles underpinning AI algorithms is essential for project managers. This knowledge helps in interpreting AI outputs, understanding what constitutes an outlier, and determining the significance of various statistical findings. A high-level degree in mathematics may not be necessary, but a working knowledge of these concepts is important to manage AI tools effectively.

Your perspective underscores the fact that as AI tools become more prevalent in project management, the role of the project manager is not diminished but rather becomes more critical. Project managers will need to serve as the bridge between the technical capabilities of AI and the strategic and operational needs of the project. This requires not only technical acumen but also a strong grasp of project management fundamentals.

In light of these evolving requirements, how do you suggest project managers begin acquiring these new skills? Are there specific courses, certifications, or training programs you recommend? And how can organizations support their project managers in this transition to an AI-enhanced project management environment? Your thoughts on these aspects would be highly valuable.

BR,

Markus

Posted: Dec 19, 2023 7:20 AM

Hi Markus
Thanks for your comments.
An organization contracted me earlier this year to develop learning pathways that included course content based on learner profiles, sources, and metrics to measure knowledge acquisition. Training can depend on your location and resources. Sources include local colleges, online sites such as Coursera, and Corporate Training providers. Assuming I am allowed to promote my book, I recommend The Self Driving Project, which is available on Amazon. I teach an AI for Project Management course at two business colleges in Europe. I am also working with an education provider to develop a comprehensive course for colleges and universities (mainly in the US) to acquire later next year.

Posted: Dec 19, 2023 10:29 AM

Hi Paul,

all the best for 2024, and many thanks for your comprehensive and enlightening answer.
I would be highly interested in those business college course and also the later one you mentioned. I will reach out to you via PM to gain more details, if you allow.

B

Posted: Jan 2, 2024 7:57 AM

Thanks for sharing your recommendations on continuing professional development as a project manager seeking to strengthen their skill set in effort to leverage the benefits of AI! I found the recommendations extremely relevant and informative! Looking forward to adding some content on NLP to enhance my skill set for my team and organization.

Posted: Jan 2, 2024 6:26 PM

Thank you Paul for really good insight, and stimulating an excellent dialog on these areas of focus & skillset growth for project managers.

Posted: Feb 6, 2024 9:00 AM

Thank you Paul for the really good insight,

Posted: Feb 9, 2024 3:56 PM