Smarter Hiring with AI
AI for HR course: write job posts, screen candidates, design interviews, and onboard new hires with AI. 8 lessons + certificate for HR professionals.
The HR Bottleneck
You got into HR to connect people with opportunity. Instead, you spend your days buried in job postings, chasing down feedback from hiring managers, copy-pasting interview questions from the last req, and trying to write performance reviews that don’t sound like they were generated by a robot.
The average recruiter manages 30-45 open requisitions at once. HR generalists juggle everything from onboarding paperwork to policy rewrites to employee disputes. There’s never enough time, and the quality of your work suffers when you’re spread that thin.
AI won’t replace the human judgment that great HR requires. It won’t decide who to hire or how to handle a sensitive employee situation. But it can draft, organize, check, and streamline the mechanical parts of your job – giving you more time for the parts that actually require a human touch.
This course teaches you to use AI as an HR productivity partner:
- Write better job descriptions that are inclusive, clear, and attract the right candidates
- Screen more effectively with structured evaluation criteria
- Design interviews with behavioral questions tailored to specific roles
- Build onboarding programs that don’t leave new hires guessing
- Write performance reviews that are fair, specific, and constructive
- Draft policies and communications that people actually read
Important Note on AI and Hiring (April 2026 Update)
AI in HR carries real ethical weight. Biased prompts produce biased outputs. Throughout this course, we’ll emphasize human oversight, bias awareness, and the principle that AI assists the process – it never makes the final decision on people’s careers. We’ll establish these guardrails in Lesson 1 and reinforce them in every lesson.
The legal stakes also got sharper in 2026. Mobley v. Workday was certified as a collective action under the ADEA in May 2025, with the case now covering every applicant 40+ who was screened through Workday’s platform since September 2020. Workday’s defense argued that vendors don’t make hiring decisions — customers do. That argument’s practical effect: HR teams who configure these tools now carry the legal exposure their vendors used to.
If your team uses Workday, Greenhouse, Eightfold, HireVue, or any AI-screening tool, this course pairs with two companion resources:
- The blog post Workday AI Lawsuit: The 5-Step HR Audit, 90 Minutes Flat — the Monday-morning audit you run this week to map your AI exposure and get a defensible record before legal asks.
- The deep-dive course AI for HR Without Creating a Legal Mess — full coverage of EEOC, NYC Local Law 144, Colorado AI Act, and Mobley case lessons (released April 2026).
This course teaches the day-to-day craft of AI-assisted hiring, screening, and onboarding. The legal-safe course is the governance layer. Most HR teams need both.
What You'll Learn
- Write inclusive job descriptions that attract diverse talent
- Evaluate candidates more efficiently with AI-assisted evaluation
- Design structured interview processes with effective questions
- Create onboarding materials that set new hires up for success
- Write fair, constructive performance reviews with AI
- Write HR policies and communications clearly and consistently
After This Course, You Can
What You'll Build
Course Syllabus
Prerequisites
- Some HR or recruiting experience
- Familiarity with hiring processes
Who Is This For?
- Recruiters managing multiple requisitions
- HR generalists and people ops professionals
- Hiring managers who write job descriptions and conduct interviews
- HR directors standardizing processes across their team
- Small business owners handling HR themselves
Frequently Asked Questions
How does this course differ from AI for HR Without Creating a Legal Mess?
This course is the day-to-day craft — writing job posts, designing interview rubrics, drafting performance reviews, building onboarding docs. The legal-safe course is the governance layer — bias audits, EEOC, NYC Local Law 144, Colorado AI Act, and the Mobley v. Workday lessons. Most HR teams need both: this one for the work product, that one for the policies that protect the work product.
Will the AI-drafted job descriptions actually be inclusive, or do I need to manually check for bias?
Lesson 2 specifically teaches the bias-checked workflow — gendered language audit, requirement padding, accessibility patterns. The Job Description Bias Checker skill (linked in featured skills) automates the review. AI is good at flagging the obvious bias patterns you'd miss when writing fast; it's not a substitute for a human review on contested edge cases.
What if my company uses Workday, Greenhouse, or HireVue — does this course apply?
Yes, and the course is platform-agnostic. The job description, interview rubric, and onboarding work transfers to any ATS. For the AI-screening features inside Workday/Greenhouse/HireVue specifically, take the legal-safe course alongside this one — that's where the configuration and audit work for those tools is covered.
Will AI-drafted performance reviews sound robotic or generic?
Lesson 6 is built around this. The pattern is: AI handles structure, examples, and language polish; you provide the specific observations from the year (the parts that take 5 minutes from your notes but make the review feel human). Done well, this cuts review-writing time in half without sacrificing the specificity employees actually want.
I'm a small-business owner doing HR myself, not a full-time HR pro — is this too in-the-weeds?
It's actually well-sized for SMB owners. Lessons 2, 3, 4, and 5 are the highest-value (post a role, screen, interview, onboard). Lessons 6 and 7 (performance reviews, HR policy) are useful when you have employees you'll review. The capstone end-to-end hiring workflow is reusable for every future hire — write it once, modify per role.
