The engineers who win arenโt the best coders.
Theyโre the best translators.
The ones who show up with business language, not just logic.
If you can make a VP nod in the first 30 seconds,
youโre halfway to budget.
Technical skill gets you trust.
Business skill gets you power.
10.08.2025 19:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
No one cares how it works until it breaks revenue.
10.08.2025 12:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Infra wins donโt resonate
until they hit numbers.
So map everything upstream:
ยป Faster pipeline? โ On-time pricing update
ยป Clean data? โ Fewer support tickets
ยป New table? โ Exec dashboard without excuses
Translate tech into revenue, risk, or reach.
Then theyโll care.
10.08.2025 12:00 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
Quiet execution wonโt get you a raise.
Strategic friction will.
Youโre not annoying when you flag issues early.
Youโre indispensable.
So speak up.
Even if itโs clunky.
Even if itโs loud.
Especially if it costs the business.
Stop waiting for someone to notice.
Make the business feel it.
09.08.2025 19:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Every data team knows this pain:
โ Clean delivery
โ Zero pushback
โ No visibility
Thatโs the cost of being โlow friction.โ
Truth is, if your update doesnโt force a decision or a feelingโฆ
It vanishes.
09.08.2025 12:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
You canโt force insight with filters.
You earn it with context.
Next time you present a metric, try this:
โHereโs the trend. Hereโs when it broke. Hereโs what changed.โ
Simple pattern recognition > complex slicing.
Thatโs how you shift from analystโฆ
To advisor.
08.08.2025 19:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Youโre shipping. Supporting. Unblocking.
But not advancing.
Thatโs not because youโre slow.
Itโs because the game changed, and no one told you.
This next chapter isnโt about working harder.
Itโs about learning how to be seen.
08.08.2025 12:01 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Nobody asked how fast it ran.
They asked: โWhy are leads missing?โ
We obsess over performance metrics.
But speed doesnโt get buy-in.
Clarity does.
If your update sounds like a README file, donโt be surprised when no one reads it.
07.08.2025 19:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Most data engineers wait for chaos, then shine as heroes.
But heroes burn out.
Hereโs the upgrade:
1/ Post a one-liner in planning docs before anyone pings you.
2/ Flag risks early.
3/ Suggest tradeoffs in business language.
Now people see you as strategic.
07.08.2025 12:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
I once burned 40 hours optimizing Spark jobs.
Got a thank-you emoji.
- Scaled our DAGs.
- Reduced failures.
- Saved 6 hours of compute a week.
Slack said: โThanks!โ
Business impact with no business narrative = ghost effort.
If no one understands what changed nothing changed.
06.08.2025 19:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
One engineer I coach got 2 headcount from a Slack update.
Because it made a non-technical exec look smart in a forward.
06.08.2025 12:03 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Your infra update isnโt landing?
Itโs not because they donโt care.
Itโs because they donโt get it.
Try this:
1/ Whatโs broken (1 line)
2/ What it costs (revenue, trust, hours)
3/ What you need (headcount, time, buy-in)
06.08.2025 12:02 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
The business doesnโt understand our data.
Maybe.
Or maybe you built a flawless pipeline
for a problem no one cares about.
It scales beautifully.
But nobody uses it.
This is the tragedy of data engineering:
You can build something brilliant
that absolutely no one wants.
25.07.2025 12:01 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
The data industry promotes builders.
Not leaders.
You nailed pipelines.
So they gave you politics.
Now you're managing people, budgets, and roadmaps.
With zero training.
Youโre not unqualified.
Youโre just undertrained.
24.07.2025 12:02 โ ๐ 3 ๐ 1 ๐ฌ 0 ๐ 0
Most data engineers arenโt underfunded.
Theyโre invisible.
Youโre solving problems no one asked for.
Youโre building infra no one believes in.
No one buys pipelines.
They buy certainty.
Leadership isnโt code.
Itโs conviction.
23.07.2025 12:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
If your execs donโt 'get' data, thatโs your problem.
No oneโs going to fund a pipeline they donโt understand or back a strategy they donโt believe in.
Writing code is not enough.
Translate complexity into certainty.
Stop proving you're smart.
Start proving you're essential.
22.07.2025 12:01 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Want all the details? Check the post here
links.datagibberish.com/g7E1
16.07.2025 12:05 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Most data work isnโt hard because of data.
Itโs hard because of people.
So Iโm doing something new:
A live group coaching call for Data Gibberish Pro.
Bring your messiest stakeholder drama.
Iโll bring frameworks.
๐๏ธ July 24.
Details in the post.
16.07.2025 12:01 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
Wild how many โseniorโ data folks
canโt explain what they do.
Meanwhile inside Data Gibberish,
people are learning to turn noise into narrative
and getting paid for it.
This is where future data leaders are made.
You in or what?
15.07.2025 17:27 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
I crashed prod last week.
No PR. No heads-up. Just ego.
Wrote a post-mortem.
Shared every detail: what broke, why, and how to fix it.
Got praised, not blamed.
Because real engineering culture = transparency > blame.
Failures taught out loud.
15.07.2025 12:01 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
He left because of me.
At 26, I was a high-performing engineer and a terrible mentor.
I chased output. Ignored growth, safety, and learning.
Most new leaders think excellence is enough.
Itโs not.
Excellence without empathy is a leadership bug.
I learned the hard way.
14.07.2025 12:01 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Need a guide on writing good BLUF messages? Check this out:
links.datagibberish.com/fuH7
09.07.2025 16:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
15 slides? Too long. Didnโt read.
Execs want # by line 3.
No Bottom Line Up Front = No buy-in.
Use this:
โข Problem
โข $ cost
โข Fix + timeline
Translate tech.
Cut fluff.
Get funded.
09.07.2025 16:00 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
VP: โMake the cloud-cost dashboard prettier.โ
Translation: show me โฌ.
Slide rewrite:
โข Gains: Finance & Eng
โข When: next sprint
โข Save: 6-figures/yr
10-min review โ budget granted.
Lesson: cash beats color.
08.07.2025 16:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Your pipeline isnโt slow.
๐๐โ๐ ๐น๐ฒ๐ฎ๐ธ๐ถ๐ป๐ด $๐ฐ๐ณ๐ธ/๐บ๐ผ๐ป๐๐ต.
Ask these Monday:
1๏ธโฃ Who feels the pain first?
2๏ธโฃ $ per min of latency?
3๏ธโฃ Which team ships sooner if fixed?
07.07.2025 16:01 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Most data engineers arenโt taught to thrive.
Only to survive.
Iโm changing that.
My newsletter teaches what no one else does:
Influence. Ownership. Career leverage.
Loving your craft isnโt enough.
You need to get seen.
Let's make this happen.
Together.
06.07.2025 12:01 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Why stakeholders donโt care about your data engineering work (yet)
links.datagibberish.com/fnLz
03.07.2025 12:45 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0
I rebuilt ingestion.
They said: โLaunch is 2 days early.โ
Same result. Different language.
They got promoted. I didnโt.
Hard work doesnโt speak. Humans do.
Invisible work doesnโt win.
Visible alignment does.
Nobody promotes a ghost.
03.07.2025 12:42 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
I vibecoded a full app in a few hours.
Electron + Cursor + chaos.
โ Wrote specs in a file
โ AI acted as PM
โ Coded task-by-task
๐ฃ๐ฟ๐ผ ๐๐ถ๐ฝ: test each step, commit when clean.
You donโt need Jira.
You need curiosity + fast feedback loops.
Build selfishly.
02.07.2025 12:01 โ ๐ 2 ๐ 0 ๐ฌ 0 ๐ 0
๐ฌ๐ผ๐โ๐ฟ๐ฒ ๐ป๐ผ๐ ๐๐๐๐ฐ๐ธ ๐ฏ๐ฒ๐ฐ๐ฎ๐๐๐ฒ ๐ผ๐ณ ๐ฆ๐ค๐.
Youโre stuck because no one taught you influence.
Iโm building the Profitable Data Engineer Framework in public
Influence. Communication. Scope. Translation.
Search Data Gibberish if youโre done being overlooked.
01.07.2025 09:47 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
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I'm a data leader that's been solving the data puzzle for almost 4 decades!๐
https://link.me/thedatanista
I earn my living writing SQL
Software Engineer & Tech Lead, former @cern. ๐๏ธ๐ฐThe Optimist Engineer https://newsletter.optimistengineer.com. Science is the answer.
๐ฏ I am a: serial entrepreneur, mom, leadership coach, indie builder and diy-er.
๐ฅ passions: product management, women in tech, startups, AI, leadership
๐ my path: developer โ CTO โ startup CEO โ exit โ VP PM โ brain injury โ consultant/coach
dbt
Always trying to make something that means something. Ziplines, sailboats, kids, companies, relationships.
Atleta
Tennis player ๐พ
Sanja city/Sp