Environmental Restoration Planners

Most exposed tasks

No task is classified fully automatable in this release. The highest-exposure task relative to this role is shown in the free snapshot above; the assistive work is detailed next.

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Develop environmental restoration project schedules and budgets.55
• Collect and analyze data to determine environmental conditions and restoration needs.55
• Conduct feasibility and cost-benefit studies for environmental remediation projects.52

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Supervise and provide technical guidance, training, or assistance to employees working in the field to restore habitats.20
• Inspect active remediation sites to ensure compliance with environmental or safety policies, standards, or regulations.22
• Conduct site assessments to certify a habitat or to ascertain environmental damage or restoration needs.25

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 42 puts Environmental Restoration Planners in the third quartile of analyzed occupations. In practice, exposure this high is about the mix: 0 of 20 analyzed tasks lean automatable, 14 augmentable, and 6 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $82,220median wage
• 89,250employed
• 8,500annual openings
• +4.4%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Conservation Scientists 41
• Brownfield Redevelopment Specialists and Site Managers 39
• Industrial Ecologists 47
• Range Managers 34
• Environmental Scientists and Specialists, Including Health 42
• Water Resource Specialists 44

How this score was calculated

FAQ — Environmental Restoration Planners

Will AI replace Environmental Restoration Planners?

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 42 mean for a Environmental Restoration Planners?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 42 on a 0–100 exposure scale — in the third quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

This role has no strongly automatable task in the current data release.

Which parts of this job are most durable?

The most durable responsibilities are: Supervise and provide technical guidance, training, or assistance to employees working in the field to restore habitats; Inspect active remediation sites to ensure compliance with environmental or safety policies, standards, or regulations; Conduct site assessments to certify a habitat or to ascertain environmental damage or restoration needs. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.