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🟣 Sunday Special — Your AI Events, Learning, and Career Briefing
Issue #70 ⏱ 4-min read
The AI skill employers want isn’t coding.
Affirm is hiring a remote Administrative Assistant at up to $165K, and the posting asks for curiosity about AI and a habit of applying AI tools to streamline the work. The skill that makes that useful: knowing when AI output is wrong and fixing it.
This week: what AI really costs, why HR is AI’s next frontier, three remote roles, and two cash-prize hackathons.
💬 Quick question: what role are you targeting? Hit reply. We read every answer.
Disclaimer: Curated for informational purposes. Verify details before registering or applying.
📊 The Big Picture
The AI bill doesn’t end when the answer appears
McKinsey’s October 14 analysis looks at AI costs task by task, including model costs, human review and rework. Some of the biggest gains come from supporting skilled professionals, not just automating high-volume work.
Career takeaway: Showing how you check and improve AI output beats listing the tools you’ve tried.
This is a modeled analysis, not a job-loss forecast.
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📈 Career Signal
HR is next in line for AI
Gartner projects that by 2030, AI could assist with every HR task and handle up to half of them. Its advice to HR leaders: build AI into the function’s goals and how success is measured.
Image source: Gartner on X
Why it matters for you: If you work in or are applying to HR, recruiting or people ops, expect interviewers to ask how you’ve used AI, and how you checked its work.
Your move: Pick one HR task you know, such as screening, onboarding docs or policy FAQs. Try it with AI, then note what you had to fix.
This is a Gartner projection, not a guarantee of job cuts.
💼Remote Career Picks
Administrative Assistant IV — Affirm
U.S. remote · 2–4 years · Applies AI tools to admin work · $101K–$151K base; $115K–$165K in CA, WA, NY, NJ and CT. No visa sponsorship. Apply →Customer Success Manager, Strategic (US/Canada) — Owner.com
Remote · Help restaurant owners interpret performance data, improve marketing and grow their businesses. Apply →Software Engineer — FutureFit AI
U.S./Canada remote · Mid-to-senior level · Eastern time preferred. Apply →Listings can change. Confirm availability, location eligibility and experience requirements before applying.
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Use it alongside a real job description and your actual experience.
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🧠 Builder Signal
One product photo, several portfolio pieces
Our Nano Banana 2.1 walkthrough turns one perfume bottle into ads, café displays and packaging mockups.
Watch for: Some outputs invented prices and slogans, so replace them before use.
Portfolio idea: Show the brief, the original photo, your best result and your corrections. Label it AI-generated.
🏆 Remote Hackathons
Qloo Agentic Hackathon — $25,000 cash pool
Build an agent using Qloo’s taste API. Deadline: Oct 30, 11:45 p.m. EDT. See rules →Nebius × NVIDIA Global AI Hackathon — $50,000 cash pool
Build with an NVIDIA open-source model on Nebius. Deadline: Oct 30, 10 a.m. PDT. See rules →Age and location limits apply.
📅 Events to Watch
Oracle AI World — October 25–28 · Las Vegas
Enterprise AI, technology and implementation. Browse the event →CDAO Fall — October 26–27 · Boston
For data, analytics and AI leaders. Explore the agenda →
🎓 Pick One Skill to Practice
AI Capabilities and Limitations — Claude Academy
No technical background required · Understand fabrication, context limits and how to diagnose unexpected outputs. Start the course →Agent Skills with Anthropic — DeepLearning.AI
Learn how reusable skills work across Claude tools and connect with MCP and subagents. Explore the lessons →
✨ Final Note
Make one useful thing this week. Then write three sentences: what you wanted, what AI got wrong, and how you checked it.
That’s a work sample.
What would help your next career move most?
Know someone exploring their next career move? Forward this issue.
