JOB REPORT / 19-2043 · 25 TASKS

Hydrologists.

Can AI do the work of Hydrologists?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

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How many tasks do you use AI to assist with at work?

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The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

Develop computer models for hydrologic predictions
Evaluate research data in terms of its impact…
Conduct research and communicate information to promote the conservation…

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A guided certificate program in AI-assisted Hydrologists work. It covers the 23 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

23 of 25 tasks reviewed

This job has 25 core tasks. We went through 23 of them, one at a time.

Task by task, from the work Hydrologists actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

TASK 01
Develop computer models for hydrologic predictions.
AI DOES
Generates model code, debugs scripts, and summarizes relevant literature
YOU DO
Apply deep field knowledge to choose the right model physics and validate results
TASK 02
Evaluate research data in terms of its impact on issues such as soil and water conservation, flood control planning, and water supply forecasting.
AI DOES
Scans datasets, flags patterns, and drafts summary reports on water and soil trends
YOU DO
Apply field knowledge and community context to judge what the data really means for people
TASK 03
Conduct research and communicate information to promote the conservation and preservation of water resources.
AI DOES
Searches research, summarizes data, and drafts communication materials
YOU DO
Build community trust and apply on-the-ground water knowledge
TASK 04
Measure and graph phenomena such as lake levels, stream flows, and changes in water volumes.
AI DOES
Processes water data from sensors and creates charts and graphs automatically
YOU DO
Go to the field, set up instruments, and verify readings make real-world sense
TASK 05
Study and analyze the physical aspects of the earth in terms of hydrological components, including atmosphere, hydrosphere, and interior structure.
AI DOES
Searches literature, processes sensor data, models water cycles, and flags anomalies in large datasets
YOU DO
Interpret results in local context, design studies, and make decisions about complex earth systems
TASK 06
Develop or modify methods for conducting hydrologic studies.
AI DOES
Searches research literature, summarizes existing methods, and drafts procedural frameworks
YOU DO
Apply field experience and scientific judgment to choose and adapt methods for real conditions
TASK 07
Answer questions and provide technical assistance and information to contractors or the public regarding issues such as well drilling, code requirements, hydrology, and geology.
AI DOES
Drafts answers to common questions, looks up code requirements, and summarizes hydrology or geology concepts
YOU DO
Apply local site knowledge and professional judgment to give safe, accurate technical advice
TASK 08
Conduct short- and long-term climate assessments and study storm occurrences.
AI DOES
Crunches climate data, flags storm trends, and runs predictive models
YOU DO
Validate model outputs against field knowledge and local context
TASK 09
Investigate complaints or conflicts related to the alteration of public waters, gathering information, recommending alternatives, informing participants of progress, and preparing draft orders.
AI DOES
Drafts orders, summarizes regulations, and organizes complaint data
YOU DO
Visit sites, talk to people, and make fair recommendations with real-world context
TASK 10
Evaluate data and provide recommendations regarding the feasibility of municipal projects, such as hydroelectric power plants, irrigation systems, flood warning systems, and waste treatment facilities.
AI DOES
Summarizes datasets, runs preliminary models, and drafts sections of feasibility reports
YOU DO
Apply site-specific expertise and sign off on recommendations that affect public safety
TASK 11
Apply research findings to help minimize the environmental impacts of pollution, waterborne diseases, erosion, and sedimentation.
AI DOES
Searches research databases, summarizes findings, and runs pollution or erosion models
YOU DO
Bring local site knowledge and make judgment calls about real communities and ecosystems
TASK 12
Design and conduct scientific hydrogeological investigations to ensure that accurate and appropriate information is available for use in water resource management decisions.
AI DOES
Analyzes data patterns, models groundwater flow, drafts reports, and flags anomalies in monitoring data
YOU DO
Visit sites, collect samples, apply local knowledge, and make judgment calls about investigation design
TASK 13
Prepare hydrogeologic evaluations of known or suspected hazardous waste sites and land treatment and feedlot facilities.
AI DOES
Summarizes data, drafts report sections, and flags patterns in groundwater or soil data
YOU DO
Visit the site, apply local expertise, and make safety and regulatory calls
TASK 14
Investigate properties, origins, and activities of glaciers, ice, snow, and permafrost.
AI DOES
Analyzes sensor data, models glacier movement, and summarizes past research
YOU DO
Go into the field, collect samples, and make judgment calls about what the data really means
TASK 15
Design civil works associated with hydrographic activities and supervise their construction, installation, and maintenance.
AI DOES
Runs hydraulic models, drafts design specs, and checks calculations
YOU DO
Show up on-site to supervise, inspect, and make safety decisions
TASK 16
Coordinate and supervise the work of professional and technical staff, including research assistants, technologists, and technicians.
AI DOES
Drafts schedules, summarizes team progress, and flags task conflicts
YOU DO
Build trust, read people, and make judgment calls about team needs
TASK 17
Administer programs designed to ensure the proper sealing of abandoned wells.
AI DOES
Drafts program documents, tracks records, and flags compliance gaps in databases
YOU DO
Visit sites, inspect wells, and make judgment calls on sealing methods
TASK 18SOURCE-BACKED TASK
Prepare written and oral reports describing research results, using illustrations, maps, appendices, and other information.
AI DOES
Generates draft text and creates visual elements
YOU DO
Shape the story and present with impact
About this analysis
33% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 19SOURCE-BACKED TASK
Review applications for site plans and permits and recommend approval, denial, modification, or further investigative action.
AI DOES
Flags code violations and missing documents
YOU DO
Judge community impact and exceptions
About this analysis
33% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 20SOURCE-BACKED TASK
Compile and evaluate hydrologic information to prepare navigational charts and maps and to predict atmospheric conditions.
AI DOES
Processes weather data and generates chart templates
YOU DO
Judge safety conditions and chart accuracy
About this analysis
30% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 21SOURCE-BACKED TASK
Study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats.
AI DOES
Compiles data on water systems and environmental impacts
YOU DO
Connect the dots across complex systems
About this analysis
28% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 22
Monitor the work of well contractors, exploratory borers, and engineers and enforce rules regarding their activities.
AI DOES
Helps draft inspection checklists, flag regulation updates, and log field notes faster
YOU DO
Show up on-site, observe work firsthand, and make real-time judgment calls
TASK 23SOURCE-BACKED TASK
Study and document quantities, distribution, disposition, and development of underground and surface waters.
AI DOES
Maps water patterns and calculates flow rates
YOU DO
Interpret findings for real decisions
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

START LEARNING AI

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There are 23 short lessons for this job, about 15 minutes each. Each one starts from a task above and teaches the part that stays with you.

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AT A GLANCE

Occupation: Hydrologists
SOC code: 19-2043
Tasks reviewed: 23 of 25

How we assess

PAY & OUTLOOK

Compare pay by state

Median pay (national): $96,600 · BLS OEWS 2025
Median pay (Colorado): $100,840 · BLS OEWS 2025
Employed (national): 5,850
Employed in Colorado: 360
Job outlook: −0.1% by 2034 · ~500 openings/yr

Wages from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics. National figures cover the United States. Job outlook is national.

How does this fit your work?

Earn a certificate in your job

Your job, task by task.

Develop computer models for hydrologic predictions.

Evaluate research data in terms of its impact on issues such as soil and water conservation, flood control planning, and water supply forecasting.

Conduct research and communicate information to promote the conservation and preservation of water resources.

Measure and graph phenomena such as lake levels, stream flows, and changes in water volumes.

Study and analyze the physical aspects of the earth in terms of hydrological components, including atmosphere, hydrosphere, and interior structure.

Develop or modify methods for conducting hydrologic studies.

Answer questions and provide technical assistance and information to contractors or the public regarding issues such as well drilling, code requirements, hydrology, and geology.

Conduct short- and long-term climate assessments and study storm occurrences.

Investigate complaints or conflicts related to the alteration of public waters, gathering information, recommending alternatives, informing participants of progress, and preparing draft orders.

Evaluate data and provide recommendations regarding the feasibility of municipal projects, such as hydroelectric power plants, irrigation systems, flood warning systems, and waste treatment facilities.

Apply research findings to help minimize the environmental impacts of pollution, waterborne diseases, erosion, and sedimentation.

Design and conduct scientific hydrogeological investigations to ensure that accurate and appropriate information is available for use in water resource management decisions.

Prepare hydrogeologic evaluations of known or suspected hazardous waste sites and land treatment and feedlot facilities.

Investigate properties, origins, and activities of glaciers, ice, snow, and permafrost.

Design civil works associated with hydrographic activities and supervise their construction, installation, and maintenance.

Coordinate and supervise the work of professional and technical staff, including research assistants, technologists, and technicians.

Administer programs designed to ensure the proper sealing of abandoned wells.

Prepare written and oral reports describing research results, using illustrations, maps, appendices, and other information.

Review applications for site plans and permits and recommend approval, denial, modification, or further investigative action.

Compile and evaluate hydrologic information to prepare navigational charts and maps and to predict atmospheric conditions.

Study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats.

Monitor the work of well contractors, exploratory borers, and engineers and enforce rules regarding their activities.

Study and document quantities, distribution, disposition, and development of underground and surface waters.

Practice AI.Use your judgment.

Practice AI.
Use your judgment.