◆ Data & Analytics

What a power bi developer
really does.

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

25evidenced tasks
70,190in the US (2025)
$92,650median pay / year
4systems it runs on
See the 25 tasks ↓Open in the atlasThe full career map →
This is what one task looks like here
Test and debug web applications
Run the end-to-end web app test suite against the staging build, log e…4 sources agree

The shape of the day

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The work, task by task

25 tasks
Hands on the work17
Troubleshoot and fix website issues+
Triage the production site errors from the last 24 hours, reproduce the top three failures locally, patch the HTML/JS that causes the break, and deploy a hotfix with rollback instructions before noon.
escojdonet3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Collaborate with designers and other developers+
Schedule a working session with Priya the UX designer and Arun the front-end dev to review the dashboard interactions, agree component props and data contracts, and record action items for my Power BI queries and measures.
jdonetwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Design website architecture and components+
Design the site architecture for the analytics portal: define data flow, component boundaries, REST endpoints, and a caching strategy so the dashboard refreshes under 5 seconds, then circulate the diagram to the team.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Maintain and scale websites+
Audit current site resource usage, add autoscaling rules and a database replica for read traffic, schedule the maintenance window for Sunday 02:00–04:00, and post the runbook to the ops channel.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Ensure cross-browser compatibility and responsiveness+
Test and fix the report visuals and embedded web content so dashboards render correctly on Chrome, Edge, and Safari at 1366x768, 1024x768 and mobile widths, verify slicers and drillthrough still work, then note remaining issues for QA.
onetwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Stay updated with emerging web technologies+
Compile a brief learning plan with three upcoming web standards to monitor, two demos to build demonstrating new features, and three trusted blogs or newsletters to follow, then schedule a monthly review with the analytics team.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Analyze user needs to determine technical requirements.+
Interview the sales and operations leads this week to list what metrics and filters they need, map those needs to available tables and columns, flag missing data or performance constraints, and produce a two-page technical requirement summary for the engineers.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Integrate databases into web applications+
Connect the reporting app to the production customer and transactions databases, document the connection strings and credentials, build and test the data queries for refresh, and confirm dashboards update on schedule without errors.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Keep the record3
Watch and assess2
Grow the practice2
Keep it safe1

What the work runs on

named inside the evidenced tasks
10 tasksAmazon Redshiftserves as the analytics warehouse whose schema and query patterns drive architectural decisions for fast dashboard refreshes
6 tasksAmazon Web Services AWScovers cloud-hosted collaboration assets and shared datasets used during the session
5 tasksAJAXused for testing and inspecting asynchronous web requests and debugging client-server interactions
5 tasksAmazon Elastic Compute Cloud EC2hosts production instances to reproduce and deploy fixes on live servers
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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 power bi 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
  • $92,650 a year — the middle: half earn more, half earn less
  • The lowest tenth earn near $48,100; the top tenth near $162,290
  • 70,190 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 job18 of these tasks ESCOThe European skills and occupations register5 of these tasks Job descriptionsReal postings, in the wild9 of these tasks WikipediaHow the world describes this work7 of these tasks US Bureau of Labor StatisticsPay and employment, by occupation2025 figures

Close to this work

12 nearby
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Questions people actually ask

You’ll split time between data work and web/app tasks. Morning might be checking dashboard refreshes, reviewing server logs (bandwidth, load, database performance), and fixing any broken data pipelines. Afternoons often mean building or updating Power BI reports, writing SQL for Amazon Redshift, or integrating data through AWS services like EC2 or S3.

You’ll also meet designers or developers to align visuals with the website, test cross-browser embedding of reports, update documentation (technical and functional), and log test plans or bug fixes. Expect intermittent support work: responding to user questions or restoring files from backups.

Start with Amazon Web Services (AWS) basics and Amazon Redshift, because Redshift is a common analytical database for Power BI. Learn how to connect Power BI to Redshift, run queries, and schedule refreshes.

Next learn EC2 (for running servers), S3 (for storage and backups), and general AWS console tasks like IAM (access control). Also get comfortable with AJAX and embedding techniques for web report integration.

U.S. employment and pay numbers are tracked by the Bureau of Labor Statistics (BLS). For a comparable occupational group in 2025, BLS reports about 70,190 employed with a median annual wage of $92,650. The lowest tenth earned $48,100 and the top tenth earned $162,290 per year.

Pay varies by region, experience, and employer. Roles that add AWS, Redshift, or full-stack web responsibilities usually pay higher. Use BLS as a baseline and check local job listings for current rates.

Begin with Power BI Desktop: build reports from Excel and CSV files, then practice connecting to databases like Redshift. Follow Microsoft’s free learning paths and do small projects you can show.

Parallel-track AWS fundamentals: take an introductory AWS course covering EC2, S3, and IAM. Practice deploying a simple web page that embeds a Power BI report (use AJAX for interactions). Keep a short portfolio and document your architecture diagrams, test plans, and backup procedures.

A Power BI developer focuses on analytics: designing reports, dashboards, data modeling, and connecting BI tools to databases like Redshift. You also handle embedding reports into websites and ensuring responsiveness and cross-browser compatibility.

A web developer focuses more on site architecture, front-end code, and server setup (HTTP servers, directory trees). A data engineer builds and maintains the data pipelines and databases. In many teams these roles overlap: you may write SQL, configure EC2 instances, and collaborate with designers and engineers.

AI can speed up tasks: generate DAX measures, suggest SQL queries for Redshift, write PowerShell to back up files, or draft documentation and test plans. Use it to prototype code or write unit test ideas, but always review and test outputs thoroughly.

Risks: AI may invent incorrect queries or security-sensitive commands. Never run generated code against production databases or servers without validating it. Keep secrets out of prompts and follow your company’s data and security policies.

Be solid at data modeling and DAX in Power BI, and at writing efficient SQL for systems like Amazon Redshift. These drive report performance and correctness.

Also learn how to deploy and monitor services on AWS (EC2, S3), understand embedding techniques (AJAX, responsive design), and document test plans, server metrics, and functional details. Troubleshooting web issues and setting up backups are everyday responsibilities.