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Brownfield Redevelopment Specialists and Site Managers

Plan and direct cleanup and redevelopment of contaminated properties for reuse. Does not include properties sufficiently contaminated to qualify as Superfund sites.

$141,900 a year (for the broader BLS group this job sits in).

now
3%

of the working time. Estimate.

Kinds of work
  • 30%
  • 2%
  • 68%
7%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
November 2027

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 30% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 1%. Today's estimate: 3%.

0%5%10%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 0% within reachGPT-5, August 2025: 0% within reachGemini 3 Pro, November 2025: 0% within reachClaude Opus 4.5, November 2025: 0% within reachGPT-5.2, December 2025: 0% within reachClaude Opus 4.6, February 2026: 0% within reachClaude Mythos Preview (early), April 2026: 1% within reachToday (estimate), September 2026: 3% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 23 tasks from .

TaskKind
Design or implement measures to improve the water, air, and soil quality of military test sites, abandoned mine land, or other contaminated sites.Done more than yearly by most who do it. 14%1.7 work weeks1.7 work days to 1.2 work monthsStays with people
Plan or implement brownfield redevelopment projects to ensure safety, quality, and compliance with applicable standards or requirements.Done more than monthly by most who do it. 13%4.2 work days6.7 h to 3.3 work weeksStays with people
Design or implement plans for surface or ground water remediation.Done more than yearly by most who do it. 12%1.7 work weeks1.7 work days to 1.2 work monthsStays with people
Develop or implement plans for the sustainable regeneration of brownfield sites to ensure regeneration of a wider area by providing environmental protection or economic and social benefits.Done more than yearly by most who do it. 11%1.7 work weeks1.7 work days to 1.2 work monthsStays with people
Identify and apply for project funding.Done more than yearly by most who do it. 8%1.3 work days2.5 h to 4.2 work days3%Half by Feb 2028
Design or conduct environmental restoration studies.Done more than yearly by most who do it. 7%1.7 work weeks1.7 work days to 1.2 work monthsStays with people
Estimate costs for environmental cleanup and remediation of land redevelopment projects.Done more than yearly by most who do it. 6%6.7 h3.3 h to 2.5 work days10%Half by May 2027
Coordinate on-site activities for environmental cleanup or remediation projects to ensure compliance with environmental laws, standards, regulations, or other requirements.Done more than monthly by most who do it. 5%1 work day3.3 h to 2.1 work daysStays with people
Maintain records of decisions, actions, and progress related to environmental redevelopment projects.Done daily by most who do it. 3%2.5 h50 min to 1 work day40%Half by Dec 2026
Conduct feasibility or cost-benefit studies for environmental remediation projects.Done more than yearly by most who do it. 3%4.2 work days1.7 work days to 2.5 work weeks0%Half by Sep 2028
Conduct quantitative risk assessments for human health, environmental, or other risks.Done more than yearly by most who do it. 3%4.2 work days1.7 work days to 2.5 work weeks0%Half by Sep 2028
Design or implement plans for structural demolition and debris removal.Done yearly or less by most who do it. 3%2.5 work days6.7 h to 1.7 work weeksStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025). Counts are for the broader BLS group this job sits in.

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025). Counts are for the broader BLS group this job sits in.