Practical AI Tools for Job Seekers
I designed this one-week course on AI tools for job seekers to make three common tasks feel more manageable: writing to recruiters, keeping applications organized, and checking AI-assisted work before using it.
- Moodle course with a required Zoom session
- One week of flexible, low-bandwidth learning
- Recent graduates and early-career applicants
Project overview
I planned this blended course for recent graduates and early-career applicants preparing for internships and entry-level roles. Instead of teaching ChatGPT, Gmail, and Notion as separate tools, I connected them through one simple job-search workflow.
Learners start with a recruiter email, use ChatGPT to create a first draft, revise it in Gmail, and record the application in Notion. At each step, they decide what to keep, what to change, and what still needs checking.
Most of the course happens in Moodle. A required Zoom session lets me demonstrate the full workflow and answer questions that are easier to discuss live. Short pages and printable worksheets keep the course usable when internet access is limited.
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Project type
- Blended learning course
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Audience
- Job-seeking recent graduates and early-career applicants ages 20–28
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Delivery mode
- Self-paced Moodle course with a live Zoom session
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Duration
- One week with flexible self-paced work
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My role
- Instructional designer, course planner, content developer, and activity designer
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Tools
- Moodle, H5P, Canva, Zoom, ChatGPT, Gmail, and Notion
The job-search need
Applying for work involves many small decisions. A new applicant may need to write to a recruiter, remember several deadlines, follow up at the right time, and decide how formal a message should sound. Those tasks can become difficult to manage without a repeatable system.
AI can provide a starting point, but it cannot make every decision for the learner. I wanted learners to practice reviewing a draft instead of copying it straight into an email. The final message still needs to sound like them and match the application they are sending.
- Write clear messages to recruiters
- Manage multiple applications and deadlines
- Decide when AI-assisted text needs revision
- Use AI without giving up personal judgment
Who the course supports
The typical learner is a recent graduate or early-career applicant preparing for internships and entry-level work. They already know how to use basic online tools. What they need is guided practice using AI for professional communication.
They want help with the first draft without losing their own voice. They also need a workflow they can repeat when several applications are moving at the same time.
- Comfortable with basic online tools
- Curious about AI but unsure how to review a draft
- Balancing applications, deadlines, and other commitments
- Often using a phone or limited internet connection
What learners should be able to do
I kept the goals close to the work learners need to complete during an actual application.
Choose a suitable task
Decide when AI can help with a draft, a plan, or a quick review.
Write a clear prompt
Add the purpose, recipient, tone, and useful details before asking for a draft.
Review the output
Check the details, tone, and wording before moving the draft into an email.
Revise with judgment
Change anything that feels inaccurate, generic, or unlike the learner’s own voice.
Three tools in one job-search workflow
I gave each tool one clear job so learners could see when to use it and when to move to the next step.
ChatGPT
Learners create a first draft, improve the prompt, and compare different versions.
Gmail
Learners revise the message where they will use it, then check the recipient and subject line.
Notion
Learners record the application, deadline, status, follow-up date, and next task.
How learners move through the course
I arranged the five Moodle sections in the same order learners would follow during a job application.
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01
Set up the workflow
Learners review the course requirements and choose one job-search task to work on.
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02
Prompt for a useful draft
Learners write a prompt with a clear purpose, recipient, tone, and set of details.
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03
Review a recruiter email
Learners find weak or generic wording and revise the message in Gmail.
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04
Organize applications
Learners add the application, deadline, status, and follow-up task to Notion.
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05
Use AI responsibly
Learners decide what to keep, change, remove, or check before using the draft.
What happens in Moodle and Zoom
Moodle gives learners time to try each task on their own. The Zoom session brings the steps together and gives them a place to ask about decisions that still feel unclear.
Self-paced Moodle work
- Short lessons and worked examples
- H5P checks with immediate feedback
- Email drafting and application-planning practice
- Printable worksheets for offline work
- Final quiz and written reflection
Live Zoom session
- Guided demonstration of the full workflow
- Live revision of a weak prompt and draft
- Discussion of tone and personal judgment
- Questions about using AI during applications
- A final check before learners complete the course
Built for limited connectivity
Some learners may be working from a phone or relying on mobile data. I kept the Moodle pages short and made the worksheets downloadable so they could continue practicing without staying online.
- Short Moodle pages with minimal heavy media
- Lightweight visuals and text-based practice
- Downloadable and printable worksheets
- Tasks learners can finish offline and upload later
- Flexible pacing throughout the week
How I would check learner progress
To finish the course, learners complete the H5P activities, attend the Zoom session, submit the reflection, and earn at least 70% on the final quiz.
I would look beyond the quiz score. I would also review the choices learners make while checking a draft and the quality of the email and application plan they produce. I do not present those changes as verified results without formal data.
- Clarity and completeness of prompts
- Accuracy and tone of revised recruiter emails
- Quality of decisions about AI-assisted text
- Completion of the application-planning worksheet
- Final quiz results and reflection responses
My role in the project
I planned the blended course and developed the learning materials. I started with the job-search tasks, then decided what learners could do independently in Moodle and what would benefit from a live session.
- Defined the learner persona and performance goals
- Planned the one-week Moodle sequence
- Designed the low-bandwidth delivery strategy
- Developed self-paced lessons and H5P activities
- Created printable worksheets and practice tasks
- Planned the Zoom demonstration and question session
- Aligned completion requirements with job-search decisions