Amney Mounir

CEO & Founder of Dataford
Product Growth at Meta

[Amney Mounir @Data_with_Amney]

@AlyshiaMHull ChatGPT or any AI tools helped me automate a lot of manual tasks and got me to focus on more important work. Happy to share a quote! And discuss more 🙏

[Alyshia Hull @AlyshiaMHull]

Did ChatGPT convince you to quit your job? Was it a good decision, or a bad one? Let's chat. #journorequest

[Amney Mounir @Data_with_Amney]

I’m looking for journalists covering AI jobs / future of work.

We analyzed over 231,000+ candidate study sessions on Dataford.

Happy to share the report or a quote.

https://t.co/gxiz0I9yIr

#journorequest #prrequest #AIJobs #FutureOfWork

[Amney Mounir @Data_with_Amney]

@kenrickcai I thought you might find this useful for any future coverage 👌

[Amney Mounir @Data_with_Amney]

We analyzed 231,000+ sessions to give you a sense of where the tech job market is heading in 2026.

And here are the key insights:

1) Nvidia is the #1 company candidates are preparing for

2) Software Engineer is still the biggest role, with 22% of prep demand

3) AI Engineer is now the #2 most wanted role overall

4) New roles like Forward Deployed Engineer, GenAI Engineer, and Agentic AI Engineer are the most trendy

For more details: https://t.co/ixwPaUl3HE

[Amney Mounir @Data_with_Amney]

We analyzed 231,000+ sessions to give you a sense of where the tech job market is heading in 2026.

And here are the key insights:

1) Nvidia is the #1 company candidates are preparing for

2) Software Engineer is still the biggest role, with 22% of prep demand

3) AI Engineer is now the #2 most wanted role overall

4) New roles like Forward Deployed Engineer, GenAI Engineer, and Agentic AI Engineer are the most trendy

For more details: https://t.co/ixwPaUl3HE

[Amney Mounir @Data_with_Amney]

“Work smarter, not harder” has never made this much sense until now.

[Polymarket Money @PolymarketMoney]

Ashton Kutcher is estimated to have made $90 million as an actor over 25 years.

His $30 million investment in OpenAI is now up more than $1.25 billion in less than 3 years.

[Amney Mounir @Data_with_Amney]

@UziCryptoo Easy. Here are the steps:

1) Save $1.5M cash
2) Put that in high yield savings account
3) Get 4-5k per month

[Amney Mounir @Data_with_Amney]

Do you smell that?

I smell bubble 🫧

[Watcher.Guru @WatcherGuru]

JUST IN: OpenAI raises $122,000,000,000 at $852 billion valuation.

[Amney Mounir @Data_with_Amney]

$1M sounds sexy.

But $1M in 30 years would be worth about $308k in today’s dollars.

No one talks about this.

[The Iced Coffee Hour @TheICHpodcast]

Kevin O’Leary reveals you’ll become a millionaire on $69,000/year by investing 20% of your paycheck each week👀

“Take 20% of your salary of $69,000 and put it into the market each week and don't touch it”

[Amney Mounir @Data_with_Amney]

@Codie_Sanchez The CEO obsessed with AI don’t even understand it

[Amney Mounir @Data_with_Amney]

Massive opportunity for $CHZ or Chiliz the sports blockchain ahead of the @WorldCup 2026 in the US.

Not a financial advice.
But great risk/reward opportunity.

[Karina Data Scientist @KarinaData]

Python tip

You've been creating extra columns just to group by month.

pd.Grouper does it in one step, inside the groupby.

Same result. No extra column.

It works for any time frequency -- weekly, quarterly, custom intervals -- without touching your data.

[Amney Mounir @Data_with_Amney]

As a Data Analyst, 𝘆𝗼𝘂𝗿 𝗷𝗼𝗯 𝗶𝘀 𝗡𝗢𝗧 𝘁𝗼 𝗽𝘂𝗹𝗹 𝗱𝗮𝘁𝗮.

Repeat after me:

My main job is NOT to pull data.
My main job is NOT to pull data.
My main job is NOT to pull data.
My main job is NOT to pull data.

Your main job is to:
- Drive insights & Recommendations
- Influence decisions within the team
- Make REAL impact

This is what matters.

[Amney Mounir @Data_with_Amney]

If I had 90 min/day to prep for my Data interview

This is exactly how I would do it:

1) 30 min on SQL
2) 30 min Business Case
3) 10 min Stats & Probability
4) 20 min Behavioral Questions

If you do this consistently (at least 5x/week)
I promise you’ll feel the difference pretty fast.

You'll start feeling more comfortable in interviews
And starting seeing results.

What is your routine?

[Amney Mounir @Data_with_Amney]

@Alex_TheAnalyst You don’t need to have a degree in Data to be the best data analyst.

[Amney Mounir @Data_with_Amney]

@ezekiel_aleke Yes. Even if skills nowadays come from your mouth.

[Amney Mounir @Data_with_Amney]

If you’re a Data Analyst, comment and would love to follow you. I have a 60k community on LinkedIn and would love to grow it on @X as well!

[Karina Data Scientist @KarinaData]

At my work every month we look at customer retention.

A single churn rate doesn't tell the whole story.

You need to show when customers are leaving.

Here's how you can do it with a cohort analysis heatmap in python