What carries over
| What you did as a marketing ops | Where it shows up now |
|---|---|
| Built pipeline dashboards | Build auto-refreshing reports |
| Fixed attribution errors | Add data checks |
| Pulled data from many tools | Connect data sources |
| Explained numbers to sales | Document report logic |
What is new
- SQL basics.
- Scheduled data pipelines.
- Data checks and alerts.
Try it: Trust the Number
A quick exercise using your own experience.
Trust the Number
Your first proof in 30 days
Build a self-refreshing pipeline report with one data check. Share the report link and a one-page note.
Your 30/60/90 quests
XP: learning 20 · proof 60 · outreach 40. Ranks: Wayfinder → Builder → Pathmaker. Progress stays in your browser only.
Worries, answered
I don't know SQL. Basic SQL takes a few weeks, and knowing the data is the harder part.
Will AI build reports itself? AI drafts reports, but someone must check the numbers are right.
Pay, honestly
We haven't verified pay data for this move. Reporting roles are usually salaried and vary by industry. Ask which tools you will use and who owns the data.
Your realistic 90 days
You worked as a marketing ops. This plan moves you toward reporting automation work in 90 days, using what you already do.
Assumes 2–3 hours a day alongside job applications, a laptop and a phone, and free plans only. Every step has a smaller version and a way to pause. Use them. It runs in three blocks of 30 days, each ending with a signal that you're on track. A signal is not a promise of a job or income.
Your first 7 days
| Day | Task | Done when |
|---|---|---|
| 1 | Download a sample sales dataset | Dataset ready |
| 2 | Load it into Looker Studio | Data loaded |
| 3 | Build a pipeline chart | Chart built |
| 4 | Add one data check | Check added |
| 5 | Schedule it to refresh | Refresh set |
| 6 | Read the GA4 basics guide | 3 notes |
| 7 | Save 10 postings | 10 links |
Days 1–30: Self-refreshing report
| Step | Time | Done when | Smaller version | If you need to pause |
|---|---|---|---|---|
| Publish a self-refreshing report with a data check | about 8 hours over 3 weeks | report + note | Chart only. | Stop at the end of the step you're on and write two lines about where you stopped. Pick it up from those notes later. |
| Show your proof to 5 people who hire for this role | about 1 hour | 5 messages | Show it to 2 people who hire for this role. | Optional. If reaching out feels like too much this week, skip it and put the time into your proof. |
Signal by day 30: A hiring manager asks how you know the numbers are right.
Days 31–60: Applications
| Step | Time | Done when | Smaller version | If you need to pause |
|---|---|---|---|---|
| Turn your proof into a one-page case and CV line | about 8 hours | case + CV | CV line only. | Put it on hold until your current interviews are done, then come back to it. |
| Apply to 10 reporting automation roles | about 5 hours | 10 logged | Apply to 5 roles. | Stop sending for now. Keep a list of who you've contacted so you can follow up later without doubling up. |
Signal by day 60: A screening call.
Days 61–90: Interviews for reporting automation roles
| Step | Time | Done when | Smaller version | If you need to pause |
|---|---|---|---|---|
| Practise a 2-minute story of why you are moving | about 2 hours | 2 practice runs | 1 run. | Optional. Skip it if the week is full; nothing later depends on it. |
| Ask 3 people for referrals into reporting automation teams | about 2 hours | 3 asks | Just one instead of 3. | Stop sending for now. Keep a list of who you've contacted so you can follow up later without doubling up. |
Signal by day 90: A second round or a paid trial.
Other worries
Age, a career gap, no degree, English, family pressure and savings are covered on the route page and the role page.
One search that fits your background
The full set of search strings for this move is on the route page. They work on LinkedIn, Naukri and foundit; Instahyre and Cutshort are worth a weekly look too. Add your old job title to any of them with AND, so recruiters who want both skills find you first.
Job-hunt moves that matter for this route
- Show a live report link.
- Tell one story of catching a wrong number.
- Target SaaS and IT service firms with revenue teams.
Fake-job traps
Watch for 'marketing internships' that charge a registration or certificate fee, 'work from home' review or like-and-earn tasks, and anyone asking for an OTP, UPI PIN or a deposit before you start. Real employers never charge you to hire you. Use official domains only. Report in India at cybercrime.gov.in or call 1930; in the US, ReportFraud.ftc.gov.
Back to Marketing Ops and RevOps · About the Reporting Automation Specialist route · Marketing hub
Quick quiz: does this path fit?
Answer each, then press Check. Every answer explains itself.
Make your Path Card
A shareable reminder of where you're heading. The day count starts the first time you open this page; quest XP comes from your log above.
Scam check before you apply anywhere
- Real job and gig platforms are free to join. Never pay a "joining" or "training" fee.
- Never share an OTP or UPI PIN — no genuine employer needs them.
- Use official domains only; type the address yourself.
- India: report at cybercrime.gov.in or call 1930.
- US: report at ReportFraud.ftc.gov.
Small steps, every day.
Each quest has a smaller version for hard weeks, and a pause button. Nothing is lost.
Keep exploring
Sources
Checked 27 Oct 2026. We opened every link below ourselves. Search volumes on this site come from OpenSEO keyword research (Oct 2026).
| What we checked | Where |
|---|---|
| Looker Studio (free) | lookerstudio.google.com |
| Google Analytics help: GA4 basics | support.google.com |