◆ Psychology

What a cognitive scientist
really does.

20 tasks, each one witnessed by the sources that watched the job — and behind every one, a prompt you can use tonight.

20evidenced tasks
22,300in the US (2025)
$122,570median pay / year
8systems it runs on
See the 20 tasks ↓Open in the atlasThe full career map →
This is what one task looks like here
Set up or maintain remote sensing data systems
Bring the remote sensing stack back to full operation: check last nigh…2 sources agree

The shape of the day

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The work, task by task

20 tasks
Hands on the work13
Set up or maintain remote sensing data systems+
Bring the remote sensing stack back to full operation: check last night's sensor ingest logs, restart the data ingestion pipeline if stalled, verify georeferencing parameters match our Leica survey benchmarks, and report any missing tiles by noon to Field Ops.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Organize and maintain geospatial data+
Reconcile the project geodatabase: validate coordinate reference systems against the published EPSG codes, repair corrupt feature geometries, compress historic LiDAR tiles to save 20 percent storage, and publish the updated index to the team by 5pm.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Compile and format image data for usefulness+
Prepare the imagery deliverable: ingest the latest flights, apply the radiometric corrections and orthorectification, tile and pyramid the image set for fast review, and export a clean set of TIFFs and a proof catalog to send to the analyst group by tomorrow morning.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Participate in fieldwork.+
Join the two-day field campaign at the marsh on Friday, run the ground-control survey, calibrate the camera rig, collect reference plots for vegetation cover, and hand the calibration logs and GPS checkpoints to Casey before flying.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Solve problems in urban planning+
Analyze city-scale aerial surveys to map sight-line occlusions and propose three interventions to improve pedestrian visibility, include error bounds from photogrammetric uncertainty, and email the brief to Maya in Planning by Tuesday.
jd
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Solve problems in homeland security+
Produce a prioritized list of suspicious-activity indicators from recent airborne imagery, cross-check against known infrastructure coordinates, and deliver a one-page threat assessment to the security lead by Friday noon.
jd
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Study radar images+
Examine the radar image stack from the Baltic over June, align frames to a common geodetic grid, calculate surface motion vectors and coherence, flag frames with >30% noise, and produce a short report with the displaced-feature coordinates and confidence estimates.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Possess visual literacy+
Review the satellite and aerial imagery set for the coastal survey, annotate recurring visual patterns and likely sensor artifacts, translate those observations into a brief taxonomy of visual cues and misreads for the mapping team.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Watch and assess3
Work with people2
Grow the practice2

What the work runs on

named inside the evidenced tasks
5 tasksBashrun geodetic conversion and batch calculation scripts and automate coordinate transforms for WGS84 solutions
4 tasksApache Hadoopstores and processes large geospatial datasets and enables batch repair and compression jobs across tiles
4 tasksAtlassian JIRAtracks training tasks, attendance, and follow-up action items assigned to technicians
3 tasksAmazon Elastic Compute Cloud EC2runs the processing instances that host ingestion and georeferencing tasks for sensor data
2 tasksApache Kafkamanages the streaming ingestion pipeline and message queues for incoming sensor tiles
2 tasksApache Hiveruns validation queries and publishes the updated spatial index for team access
1 taskAmazon DynamoDBstores time-series metadata and links to station records for quick retrieval and attachment to flight packages
1 taskAmazon Redshiftstores and enables fast queries across geolocated imagery metadata and extracted features for threat scoring
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The same task, four heights

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ExecuteDo today's task, with fewer mistakesyou are here → ImproveMake it easy for the next person to acceptin the atlas → DecideWork out the right move when it is unclearin the atlas → BecomeLearn the pattern so it stops coming backin the atlas →

Can AI actually do this job?

the honest answer

It can

where it genuinely helps
  • Explain the theory behind the work
  • Draft, tidy and structure your writing
  • Rehearse a hard conversation before you have it
  • Build a study plan that fits your gaps

It cannot

where it stops, completely
  • Be in the room where a cognitive scientist actually works
  • Carry the responsibility when the call is wrong — that weight stays yours
  • Notice what no one wrote down: the hesitation, the thing left unsaid
  • Live with the outcome

What the work pays

two countries, two different measures

United States

this exact occupation · BLS 2025
  • $122,570 a year — the middle: half earn more, half earn less
  • The lowest tenth earn near $67,000; the top tenth near $195,190
  • 22,300 people employed in this occupation

India

the occupation GROUP, not this job · PLFS via ILOSTAT 2025
  • ₹38,298 a month — the median for Professionals, the group this work sits in
  • India publishes pay by broad occupation group, so this covers many jobs besides this one. It is a shape, not a salary.
read this carefullyThese two numbers are not comparable and must not be converted into each other. One is a yearly figure for this job alone; the other is a monthly figure for a whole family of jobs. What travels between them is the pattern, not the amount: experience lifts pay almost everywhere.

Where the evidence lives

open any of it yourself
O*NETThe US Department of Labor's own record of this job7 of these tasks ESCOThe European skills and occupations register10 of these tasks Job descriptionsReal postings, in the wild9 of these tasks US Bureau of Labor StatisticsPay and employment, by occupation2025 figures UK NOS LANEnC7Use geospatial data in environmental surveysnational standard

Close to this work

12 nearby
PsychologyBehavioral Therapist27 evidenced tasks PsychologyCognitive Behavioral Therapist27 evidenced tasks PsychologyClinical Psychologist26 evidenced tasks PsychologyCounseling Psychologist26 evidenced tasks PsychologyGrief Counselor23 evidenced tasks PsychologyCounselor Assistant22 evidenced tasks PsychologyPsychiatric Social Worker21 evidenced tasks PsychologyForensic Psychologist20 evidenced tasks

Questions people actually ask

You will split time between the office and the field. Mornings often mean checking pipelines: Amazon EC2 instances, Apache Kafka streams, and batch jobs in Apache Hadoop or Hive that ingest new sensor or satellite images.

Afternoons can be hands-on: compiling and formatting image data, running routines to remove vegetation artifacts, reviewing radar or aerial photos, and meeting with technicians or planners about project goals. Field days involve collecting GPS points, airborne or climatic data, and keeping task records.

Expect cloud and big-data tools: Amazon EC2 for processing, Amazon Redshift or DynamoDB for storing results, and Apache Kafka + Hadoop/Hive for moving and batch-processing image streams. Bash scripting commonly glues steps together.

Project tracking often uses Atlassian JIRA. If you develop new sensor analyses, you’ll code automated correction routines and likely run experiments on EC2 clusters before deploying to production.

Test automated routines on labeled validation sets: collect field survey or climatic ground truth and compare outputs. For example, run a vegetation-correction routine on known sites and measure error rates before full deployment.

Log every change, keep records in JIRA, and version data and code (use DynamoDB/Redshift snapshots or code repositories). If uncertainty is high, flag results for human review rather than auto-accepting them.

BLS reports about 22,300 employed in this SOC (19-2099.01). The median pay is $122,570 per year; the lowest tenth is $67,000, and the top tenth is $195,190. Cite: Bureau of Labor Statistics (BLS) 2025 data.

Pay varies by employer, location, and whether you do fieldwork, build new sensors, or work with cloud infrastructure like EC2 and Redshift.

Compared with a GIS technician, you spend more time developing analytical techniques and sensor systems, studying radar images, and writing automated correction routines rather than just making maps. You also collect airborne and climate field data.

Compared with a data scientist, you often need domain-specific skills: visual literacy for images, remote sensing techniques, and hands-on fieldwork. You’ll also work more with systems like EC2, Kafka, and Hadoop for large geospatial image streams.

Learn to organize and preprocess geospatial imagery and related metadata. That includes reading aerial or radar photos, compiling image data, and using Bash to run simple pipelines on an EC2 instance.

This skill ties into many tasks: correcting image artifacts, preparing data for Hadoop/Hive ingestion, keeping task records, and helping technicians in the field. It makes you useful within weeks on real projects.