Constellation Energy Corporation (CEG)
Nuclear and power fleet, one pattern. Read October 19, 2026 from the annual report for the period ending December 31, 2025, filed February 24, 2026. Ranked 20 of the 27 Utilities companies read so far, by the share within reach now.
Within reach now
21%
End of 2028
41%
Employees, annual report
15,339
Leading staffing pattern
Electric Power Generation, Transmission and Distribution
Share of the working time within reach, long-run pace, four times in five
- Now21%
- End of 202735%
- End of 202841%
- End of 203045%
What changes for its people by the end of 2028, by its industries' figures
- Stays with people 53%
- Becomes checking a model's work 38%
- Handed over with lighter checks 5%
The filing's table counts 15,339 employees in one business, the largest emissions-free generation fleet with its retail energy platform, so one pattern carries the whole workforce.
The figures on this page come from the company's own annual report and from BLS staffing patterns for its industries, never from a roster. They are estimates with a stated method. Nothing here says what the company will do: within reach is not a forecast of jobs lost or of savings.
What follows from the reading
Share of working time within reach of AI, on the long-run pace at four in five: 21% now, 35% at the end of 2027, 41% at the end of 2028, 45% at the end of 2030. By the patterns, the work is about 45% desk work, 15% people work and 41% body work. These are the site's industry estimates weighted by the shares below: estimates with a stated method and range, not a forecast of what the company will do. By the same patterns, at the end of 2028 about 53% of the working time stays with people (conversation, in-person and hands-on work), 38% becomes checking a model's work and 5% could be handed over with lighter checks, from the industries' own figures, not the company's roles.
Headcount
15,339 employees as of December 31, 2025 (stated). Not stated; the owned generation fleet the filing maps is in the United States.
The filing: “The following table shows total number of employees as of December 31, 2025: full-time 15,291, part-time 48, total employees 15,339; regular 15,279, temporary 60.”
The workforce as industry patterns
| Pattern | Share | Reason, from the filing |
|---|---|---|
| Electric Power Generation, Transmission and Distribution | 100% | The filing's table counts all 15,339 employees of one business (a), the largest emissions-free generation fleet in the nation (31,676 MW owned) with the retail energy platform that sells its power, so electric power generation carries the whole workforce. |
What the filing says about the workforce: 15,291 full-time and 48 part-time; 15,279 regular and 60 temporary; over 2,100 hired in 2025; Calpine's approximately 2,500 employees join with the acquisition after the year-end count; the universe's 15,291 is the full-time count, replaced by the stated total (rule 2).
Companies read with the same leading pattern
Other companies whose largest staffing pattern is also Electric Power Generation, Transmission and Distribution, largest first, each read from its own annual report. Within reach now and at the end of 2028, long-run pace, four in five.
- The Southern Company (SO, 29,800 employees)22% now, 45% by 2028
- PG&E Corporation (PCG, 29,010 employees)21% now, 42% by 2028
- Duke Energy Corporation (DUK, 26,441 employees)21% now, 41% by 2028
- Exelon Corporation (EXC, 20,571 employees)22% now, 45% by 2028
- American Electric Power Company, Inc. (AEP, 17,581 employees)24% now, 50% by 2028
- NextEra Energy, Inc. (NEE, 17,400 employees)21% now, 41% by 2028
- NRG Energy, Inc. (NRG, 16,702 employees)19% now, 32% by 2028
- Consolidated Edison, Inc. (ED, 15,407 employees)21% now, 42% by 2028
What the filing says about AI
16 sentences in the filing name AI. Sixteen sentences: the rapid expansion of data centers driven by AI adoption and hyperscalers' investment is expected to raise energy demand substantially, which the filing presents as demand for its 24/7 power supply; AI also appears in the glossary.
- “AESO Alberta Electric Systems Operator AI Artificial Intelligence AOCI Accumulated Other Comprehensive Income (Loss) APBO Accumulated Postretirement Benefit Obligation ARC Asset Retirement Cost ARO Asset Retirement Obligation ASR Accelerated Share Repurchase Atomic Energy Act Atomic Energy Act of 1954, as amended Bcf Billion cubic feet C&I Commercial and Industrial CAISO California ISO CARFR Cr...”
- “The rapid expansion of data centers continues to accelerate, driven by widespread adoption of AI technologies and large-scale infrastructure investments by major hyperscalers such as Microsoft, Google, Meta, and Amazon.”
- “As AI workloads scale and computing needs increase, the energy requirements of data centers are expected to grow substantially, further reinforcing the need for dependable, 24/7 power supply. 22 Table of Contents Electrification.”
- “Risks related to operational factors primarily include: changes in the global climate could produce extreme weather events, which could put our facilities at risk, and such changes could also affect the levels and patterns of demand for energy and related services, the safe, secure and effective operation of our facilities and the ability to effectively manage nuclear decommissioning obligation...”
- “Further, advancements in AI and other technology could lead to reduced barriers of entry resulting in increased competition from new market participants.”
Its annual reports, year by year
Sentences naming AI in each annual report, counted by one rule, beside the median report in the Index that year. Each count links its filing. Every company, by year and sector
- Fiscal 20210median 0
- Fiscal 20220median 0
- Fiscal 20231median 1
- Fiscal 20242median 4
- Fiscal 202516median 10
Headcount by filing year
As reported in each year's annual report, with the filing. A year marked not read had no figure the reading could take from the report's text.
| Period | Employees | Filed | Filing |
|---|---|---|---|
| 2025-12-31 | 15,291 | 2026-02-24 | 10-K |
| 2024-12-31 | 14,264 | 2025-02-18 | 10-K |
| 2023-12-31 | 13,871 | 2024-02-27 | 10-K |
| 2022-12-31 | 13,370 | 2023-02-16 | 10-K |
| 2021-12-31 | 11,696 | 2022-02-25 | 10-K |
Limits of this reading
- The count predates the Calpine acquisition, which the filing says adds about 2,500 employees.
- The U.S. share is not stated.
- The data service's segment table is by region, not by business, and was not needed.
Source: the company's annual report on EDGAR, accession 0001868275-26-000032, the filing. Read by Claude Fable 5.1 under rubric version 1, by the method. A company can write to info@stratussc.com to have its reading checked against its filing.
The report on Constellation Energy Corporation, $29
This page as a document to keep, with what it does not show: the share within reach at every date on three paces and two reliabilities, a typical workforce of this shape at the stated headcount role by role and task by task (the industries' staffing, never the company's roster), where to start, what changes for the people and what they would learn, every sentence in the filing that names AI, the headcount by year, the companies read with the same leading pattern, the method and a citation line. To print or save as a PDF, open again in your browser for a year.
See the report, $29See the sample first: Walmart's report is free
Questions about this company
- How much of Constellation Energy Corporation's working time is within reach of AI?
- An estimated 21% now and 41% by the end of 2028, on METR's long-run pace at four in five, from the workforce Constellation Energy Corporation's own annual report describes and BLS staffing patterns for its industries, never from a roster. It is an estimate with a stated method. It is not a forecast of jobs lost or of savings, and it says nothing about what the company will do.
- How many people does Constellation Energy Corporation employ?
- 15,339 as of December 31, 2025, as its annual report for the period ending December 31, 2025 states.
- What kinds of work make up Constellation Energy Corporation's workforce?
- Read from its annual report as a blend of 1 industry staffing pattern, the largest Electric Power Generation, Transmission and Distribution; by those patterns the work is about 45% desk work, 15% people work and 41% body work. Each share has a one-sentence reason on this page that can be checked against the filing.
- What does Constellation Energy Corporation's annual report say about AI?
- 16 sentences in the filing name AI. Its annual reports for fiscal 2021 to 2025 name it in 0, 0, 1, 2 and 16 sentences, year by year. They are counted and quoted on this page, never judged: a count says how much a filing talks about AI, not what the company does with it.
- How is this estimated?
- Claude Fable 5.1 read the annual report under the Index's written rubric (version 1) on October 19, 2026: the stated headcount, the share in the U.S. when stated, and the workforce as a blend of industry staffing patterns. The estimates are the site's industry estimates weighted by those shares, from O*NET tasks with estimated lengths and METR's measurements of how long a task AI models can finish. A company can write to info@stratussc.com to have its reading checked against its filing.
Embed these figures on your site
A small card with the share of working time within reach now and at the end of 2027, 2028 and 2030, the date and a link back. Free under CC BY 4.0; the card carries the credit.