Connect career readiness and course outcomes

Introduction

As educators, we know the intrinsic value of our disciplines and the assignments that we create, whether it’s analyzing a 19th-century text to build analytical stamina or leading a lab project to cultivate conflict resolution.

Faculty are increasingly expected to help students clearly see how their coursework prepares them for their careers. Students are often asking, "How does this course prepare me for the career of my choice?" [Reference]

If you had a tool to make these connections explicit and visible from day one, how would that change the way you introduce your class activities?"

In this session we’ll explore how Gemini acts as a research partner and connector that can map course outcomes to contemporary professional standards with the goal of providing students with the tools to understand how their academic work directly informs their potential future practice and modeling how to use AI to support this type of research.

We’re using Gemini Canvas to help map course outcomes to professional standards.

Our objective is to generate a "crosswalk"—a document that connects your course objectives or learning outcomes to industry standards and skills. This document can help students make the connection between the classroom and practical application and further prepare them as job seekers.

Gemini handles the labor of scanning thousands of competency descriptors to propose potential connections. However, by using Gemini Canvas, you remain the lead architect of the learning experience by leveraging your knowledge and expertise to refine the output.

Demo

Let’s see this in action.

I teach a News Writing and Reporting course that introduces the fundamental skills of gathering, evaluating, and writing news across multiple platforms and students have asked for insight into ways to demonstrate or highlight what they’re learning on their resume in a way that aligns to industry standards and expectations.

Step 1: Open gemini.google.com

Step 2: Click the Canvas button below the prompt box.

Step 3: Enter the following prompt

I teach a News Writing and Reporting course. Create a crosswalk table mapping my course objectives—'Students will develop techniques for identifying news value, conducting effective interviews, and utilizing public records.'—to three specific NACE and O*Net career readiness competencies. Provide a column explaining the course and workplace connection.

Step 4: Note how the output provides a rigorous mapping.

Step 5: Perhaps you want to refine a connection/ For instance, if the connection to "Critical Thinking" needs depth, I can prompt: "Provide specific examples that a journalist may encounter.”

What are the key observations and critical questions you have about this approach?

How might you encourage this as an activity for students preparing for internships, full-time job recruitment, or career advancement?

Practice

Now it’s your turn. Look at your current syllabus and identify your top 3 to 5 course learning objectives.

Your task:

Step 1: Open gemini.google.com

Step 2: Click the Canvas button below the prompt box

Step 3: Enter your prompt. If you don’t have files available you can use this notebook and this prompt:

Create a crosswalk table mapping these three biology lab objectives (1. Safely operate lab equipment, 2. Record observational data, 3. Work in peer pairs) to specific NACE industry competencies. For undergraduate students preparing for the workforce. Ensure the language clearly bridges academic rigor with professional employability. Format as a clean table with columns for Course Objective, Industry Competency, and Workplace Application.

Step 4: Run your prompt. Once your table opens in Canvas, review the output.

Step 5: Optional Refinement Step*:* Highlight a row that feels like a "stretch" or needs more nuance.

In Person Peer Review (2 mins):

Turn to a partner and share a snippet of your crosswalk table.

• Does the "Workplace Application" language feel authentic to your discipline, or does it require more of your expert refinement?

Virtual Reflection (2 mins):

Let’s reflect on your table.

• Does the "Workplace Application" language feel authentic to your discipline, or does it require more of your expert refinement?

Reflection

Let’s pause and reflect.

• Now that these links between your course and the professional world are clearer, how does that change the way you help students position this specific class as a strategic milestone in their broader professional journey?

• Beyond just the syllabus, what is one specific assignment where you’re now excited to pause and show them exactly how the 'academic challenge' they're facing right then is actually building a skill they’ll use for the rest of their career?

By explicitly mapping our outcomes to industry standards, we empower our students to see themselves as developing professionals.

As an action item, export the table you just generated in Canvas to Google Docs, and use this during your first class session to help make connections for students between the course and their experience.