◆ Data & Analytics

What a tableau developer
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
1,687,890in the US (2025)
$135,980median pay / year
7systems it runs on
See the 20 tasks ↓Open in the atlasThe full career map →
This is what one task looks like here
Build, test, and deploy software solutions
Build the new data ingestion and dashboard publishing solution, includ…4 sources agree

The shape of the day

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The work, task by task

20 tasks
Hands on the work11
Evaluate feasibility of software projects+
Assess feasibility of the customer churn analytics project: estimate data integration effort, required transformation complexity, expected dashboard load, and a three-week delivery risk summary for the product manager and CTO by Wednesday.
jdonetwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Program all kinds of software systems+
Program the data processing modules required for the billing system: implement transformation patterns, unit-test against the canonical schema, integrate with the analytics warehouse, and prepare a demo for the billing team next Thursday.
escojd2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Plan and install new software systems+
Plan the new analytics platform: map current datasources, list required connectors, estimate compute and storage needs, propose nightly refresh windows and a phased rollout to migrate Sales and Finance by end of Q3; include risks and rollback plan.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Debug and troubleshoot software errors+
Investigate the dashboard error that blanks regional sales: reproduce on my dev copy, capture the query and extract, run the query against the warehouse, identify whether filter logic, calculated field, or datasource change caused it, and write a one‑page fix and test plan for release tomorrow morning.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Prepare reports or correspondence concerning project specifications, activities, or status.+
Prepare the weekly project status note for Priya and Martin: summarise completed ETL tasks, outstanding blockers, upcoming validation tests, updated timeline with two‑week sprint goals, and call out any data quality issues requiring vendor action.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
km/h RPMDetermine system performance standards.+
Set system performance targets: define acceptable dashboard load times by user count, backend query SLAs, refresh windows, and monitoring thresholds, then produce the test plan to validate these under simulated peak traffic next sprint.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Support users in using software applications+
Help the business analysts at Revenue Ops troubleshoot why the sales dashboard filters reset for some users, reproduce the issue with a test user, document the steps and permissions that trigger it, and propose the minimum change so reports keep selections across sessions.
wiki
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Utilise computer-aided software engineering tools+
Create a reusable workflow that converts the data model and calculation logic from the legacy reporting source into a documented, versioned pipeline, validate it with sample data, and produce technical notes for the analytics team to maintain the model.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Grow the practice3
Watch and assess2
Keep the record2
Keep it safe1
Work with people1

What the work runs on

named inside the evidenced tasks
8 tasksAlteryxorchestrates data workflows, testing steps, and published outputs used by visual analytics deployments
5 tasksAmazon Redshiftrepresents the target analytic warehouse for feasibility testing and capacity estimates
3 tasksAmazon Elastic Compute Cloud EC2used to host auxiliary services, ETL runners, or mock environments during rollout
2 tasksAmazon Web Services AWS CloudFormationcaptures infrastructure-as-code templates and deployment gates that are central to the development lifecycle documentation
2 tasksAmazon DynamoDBserves as an example NoSQL store to compare access patterns when evaluating storage and retrieval strategies
1 taskAJAXenables building interactive mockups and dynamic behaviors that mimic dashboard interactions
1 taskAdobe Acrobatused to assemble the final signed project brief and annotated screenshots into a single distributable PDF
Browse every evidenced software task →

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 tableau developer 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
  • $135,980 a year — the middle: half earn more, half earn less
  • The lowest tenth earn near $82,460; the top tenth near $214,670
  • 1,687,890 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 job8 of these tasks ESCOThe European skills and occupations register4 of these tasks Job descriptionsReal postings, in the wild13 of these tasks WikipediaHow the world describes this work9 of these tasks US Bureau of Labor StatisticsPay and employment, by occupation2025 figures UK NOS TECDT80841Build and implement data processing systemsnational standard UK NOS ESKITP5023Software Development Level 3 Rolenational standard

Close to this work

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Questions people actually ask

You spend part of the day building and testing dashboards in Tableau and the rest connecting data from sources like Amazon Redshift or DynamoDB. Expect to write queries, tweak visuals, and run performance checks after deployment.

You also attend stand-ups with developers, review code or workbook changes, document what you built, and help users who report issues or need training on new dashboards.

Common systems are Amazon Redshift for data warehousing, DynamoDB for key-value storage, and data prep tools like Alteryx. Your Tableau workbooks will connect to these systems for queries and extracts.

On cloud infrastructure you may touch AWS services such as EC2 for compute or CloudFormation for infrastructure scripts, and you might embed AJAX-driven visuals in web portals.

Use AI to generate SQL snippets, suggest chart types, or clean data in Alteryx, but always review outputs. Verify any AI-created queries against the source data and your performance standards before publishing.

Keep security in mind: do not paste sensitive credentials into AI tools, follow company data-protection rules, and log changes so you can trace what automation changed in a dashboard or dataset.

According to the U.S. Bureau of Labor Statistics (BLS, 2025), there are 1,687,890 employed in related computer and information roles. Median pay is $135,980 per year; the lowest tenth is $82,460 and the top tenth is $214,670.

Your salary depends on experience, industry, and city. Specialist skills like Redshift, AWS, Alteryx, and strong dashboard UX often push candidates toward the higher ranges.

Begin with Tableau Desktop training: learn connecting to data, creating calculated fields, and publishing to Tableau Server or Online. Pair that with SQL practice aimed at Amazon Redshift (Postgres-flavored SQL).

Add Alteryx or another ETL tool to learn data cleaning, then basic AWS concepts—how EC2 instances run compute and how CloudFormation automates infra. Build a few end-to-end projects and document them.

A Tableau Developer focuses on designing and deploying Tableau dashboards and the visual UX, plus connecting and optimizing queries to data platforms like Redshift. They often handle deployment and user training.

A BI Engineer builds data pipelines and may work more with ETL systems and database schema design. A Data Analyst interprets data and produces reports but might not manage Tableau Server, CloudFormation scripts, or production deployments.

Show you can store, retrieve, and manipulate data: demonstrate SQL queries on Redshift and ability to prepare data in Alteryx. Include examples of debugging slow dashboards and improving performance.

Also show version control or documentation for deployments (CloudFormation or change logs), UI/UX sense in dashboard design, and how you supported or trained users after release.