Weekly AI Job Risk Summary
This week’s AI job risk update is mostly stable, with only small relative moves across professions. The strongest signals came from better AI infrastructure and workflow automation: Gimlet Labs’ multi-chip inference push, Amazon’s Trainium momentum, and Littlebird’s real-time screen-reading assistant all improve the practicality of AI for office software, admin support, data handling, coding, and digital content tasks. That slightly raises exposure for some of the jobs at risk from AI in clerical, support, and software-adjacent work. At the same time, several headlines reinforced limits on full replacement: AI delusion concerns, compliance controversy, and defense-sector governance disputes highlight reliability, oversight, and accountability gaps. Those constraints slightly lower near-term replacement risk for trust-heavy roles like auditors, cybersecurity analysts, and lawyers. Overall, the ranking of jobs AI will replace versus more AI-proof jobs changed only modestly this week: routine screen-based work edged up, while regulated, judgment-intensive, and high-accountability roles held firmer.
This Week in Context
These paragraphs turn the weekly table into a readable explanation of where automation pressure broadened, narrowed, or stayed steady.
The weekly average risk moved upward, which suggests pressure broadened rather than staying isolated to only a few roles.
The clearest upward pressure appeared in Administrative Assistant, Scheduler, Data Entry Clerk. Moves like these often show where AI is taking on more repeatable drafting, comparison, coordination, or first-pass analytical work.
Relative pressure eased most in Network Engineer, Auditor, Lawyer. That does not make these roles permanently safe, but it does suggest this week's signals were less aggressive than in the roles moving upward.
Economist, Urban Farmer, Librarian changed little and help anchor the baseline for this week. Stable roles matter because they show where the ranking is holding its shape even while other parts of the market move.
Read these paragraphs together with the linked news and the full ranking. The point is not a one-week prediction of replacement, but a clearer view of where automation pressure is concentrating first.
How to Read This Week
This report works best when you read the summary, score movement, and linked news together. Treat it as a weekly reading of changing automation pressure, not as a one-week prediction that a profession will immediately disappear.
Weekly Average Risk
43.97
Week-over-week change
+0.04
Jobs moving up
16
Jobs moving down
9
Jobs unchanged
179
Trend
The chart shows how the overall weekly average has moved. It helps separate a broad market shift from changes limited to a smaller set of jobs.
Where Pressure Rose First
These jobs posted the strongest upward moves this week. Read them as signs of where automation pressure is tightening fastest right now.
Where Pressure Eased
These jobs moved downward this week. A lower score does not mean the role is safe forever, but it does suggest less immediate pressure relative to the prior week.
Roles That Stayed Relatively Steady
These jobs changed little this week and help anchor the broader picture. Stability often matters as much as movement when judging whether a shift is broad or narrow.
This Week Ranking
Use the full ranking as a current snapshot of relative pressure across jobs. The score alone matters less than the combination of score, week-over-week change, and the task mix behind the role.
| Rank | Job | Risk Score | Last Week | Change |
|---|---|---|---|---|
| 1 | Scheduler | 81 | +1 | |
| 2 | Data Entry Clerk | 80 | +1 | |
| 3 | Call Center Agent | 81 | +0 | |
| 4 | Telemarketer | 80 | +0 | |
| 5 | Retail Cashier | 78 | +0 | |
| 6 | Truck Driver | 77 | +0 | |
| 7 | Customer Support Representative | 75 | +1 | |
| 8 | Bookkeeper | 74 | +1 | |
| 9 | Office Clerk | 74 | +1 | |
| 10 | Court Reporter | 75 | +0 | |
| 11 | Accounting Clerk | 73 | +1 | |
| 12 | Proofreader | 73 | +0 | |
| 13 | Delivery Driver | 73 | +0 | |
| 14 | Customer Support | 71 | +1 | |
| 15 | Paralegal | 72 | +0 | |
| 16 | Insurance Underwriter | 72 | +0 | |
| 17 | Civil Drafter | 72 | +0 | |
| 18 | Software Tester | 70 | +1 | |
| 19 | Copywriter | 71 | +0 | |
| 20 | Administrative Assistant | 69 | +2 | |
| 21 | Taxi Driver | 71 | +0 | |
| 22 | Translator | 70 | +0 | |
| 23 | Receptionist | 69 | +1 | |
| 24 | Data Analyst | 69 | +1 | |
| 25 | Travel Agent | 69 | +0 | |
| 26 | Bank Teller | 69 | +0 | |
| 27 | Illustrator | 69 | +0 | |
| 28 | Content Writer | 68 | +0 | |
| 29 | Tax Preparer | 67 | +0 | |
| 30 | System Administrator | 67 | +0 |
AI News Used In This Weekly Evaluation
The articles below are the main signals used in this week's evaluation. Read them as context for why pressure rose, fell, or stayed stable.
MIT Technology Review / 2026-03-23
Wired / 2026-03-23
TechCrunch / 2026-03-23
TechCrunch / 2026-03-23
TechCrunch / 2026-03-23
TechCrunch / 2026-03-23
TechCrunch / 2026-03-23
MIT Technology Review / 2026-03-23
TechCrunch / 2026-03-22
TechCrunch / 2026-03-22
TechCrunch / 2026-03-22
TechCrunch / 2026-03-22
TechCrunch / 2026-03-22
TechCrunch / 2026-03-22
Wired / 2026-03-21
Wired / 2026-03-21
TechCrunch / 2026-03-21
TechCrunch / 2026-03-21
TechCrunch / 2026-03-21
Past Weeks
- Weekly summary July 8, 2026
- Weekly summary July 1, 2026
- Weekly summary June 24, 2026
- Weekly summary June 17, 2026
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- Weekly summary April 15, 2026
- Weekly summary April 8, 2026
- Weekly summary April 1, 2026
- Weekly summary March 18, 2026
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- Weekly summary March 5, 2026