How ChatGPT Ended the Data Analyst Profession Forever (and Did It With a Smile)

Zahit Erdem Güzel
5 min readSep 9, 2024

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Once upon a time, a humble data analyst sat amidst his spreadsheets, pivot tables, and VLOOKUP formulas like a mad scientist amidst his laboratory full of untapped potential. They were wizards of Excel, conjuring up insights from endless rows of data as if they were decoding the secrets of the universe. Data visualization was their art, and predictive modeling was their superpower. They were literally moving space shuttles with their analysis, not just numbers. Everything was mission control, every report a moon landing.

Then came ChatGPT.

The data analyst-once the NASA engineers of corporate life-is now metaphorically floating in space without a mission. What once passed for rocket science has become the child’s play, whereby an AI just chews numbers, analyzes trends, and pens spotless reports quicker than one can say “VLOOKUP error.”.

The data analysts, by contrast, have become relics left in the dust, scrolling through job boards instead of spreadsheets with their high-powered and once-indispensable skills automated. What at one time had been a career built upon the bleeding edge of technological mastery has now become a mere footnote in history: that era where humans tried to compete with machines, and where machines won.

As it would now seem, even rocket scientists can become unemployed in a world where ChatGPT does all the heavy lifting.

Then ChatGPT burst into our world, and it was game over. No more all-nighters cleaning up datasets. No more trying to make sense of an obtuse CSV. ChatGPT flew in with its cape on, metaphorically speaking, and overnight, the career of a data analyst became as practical as bringing a flip phone to a technology conference.

Let’s break down how ChatGPT destroyed one entire career path without breaking a sweat:

1. The Day ChatGPT Mastered Counting

You know that feeling when you’re sitting in front of an endless Excel sheet, and all you can do is wish for someone-or something-else to recognize the pattern? Well, your prayers have been heard by ChatGPT.

• Reading Files? Oh Yeah: Upload a file, and voilà-it reads through it faster than it takes you to say “pivot table.”.
• Editing and Cleaning Data? Forget manual cleanup. ChatGPT can fix errors, normalize your data, and even reorganize it while you have sipped your coffee.
• Making Reports? Not only will it make them, but it can also make those reports sound exciting. You’re welcome.

Data analysts used to pride themselves on manually inspecting row after row of data. ChatGPT? It just eats those rows for breakfast and asks if you have dessert. Yum, data.

2. The “Big Deal” with Data Visualization

Data analysts used to be the Picasso of charts and graphs, taking mundane numbers and turning them into colorful stories with colors, lines, and pie charts. Then came ChatGPT, sauntering in with that smooth confident stride, offering tools that can make complex visualizations with a few commands.

• Need a bar chart? ChatGPT’s got you covered.
• Scatter plot? Just ask.
• Want an interactive dashboard? No problem, boss.

Be it Python, R, or even the nemesis itself, SQL, ChatGPT handles them with grace. So, making visualizations of data would become as easy as saying, “Hey, can you make me a chart?”-boom, and it’s ready. Now, if only it could frame those visualizations; then it would be perfect.

3. Internet Searching-Goodbye to Research for Data

You used to be respected for your detective skills, scouring the internet for data, hunting down those elusive datasets like a digital Sherlock Holmes. But now? That, too, ChatGPT can do for you.

You need to find the latest market trends? ChatGPT searches the web.

Trying to scrape some obscure data from a forgotten corner of the internet? ChatGPT’s on it, faster than you can even pull up Google.

You used to spend hours onlooking through sources, running queries, and checking citations. Now ChatGPT spits out results like a well-oiled machine, and you’re left with wondering what to do with this free time.

4. Writing Reports? Not Just Faster — Better

You know that sinking feeling when you have finally analyzed the data but now need to write about it? Formatting, insight, delicate phrasing-all that convinces the boss you are more than just a spreadsheet robot.

Well, let me tell you: ChatGPT lives for this.

• It can analyze the data and write the executive summaries that make you sound smarter than you are.
• It takes all those lifeless figures and structures them into interesting stories, showing insight, trends, and actionable points.
• And oh, it can also write in any tone, from corporate-speak to “let me sprinkle some sass on this report.”
And as you would be sitting there, wondering how ChatGPT wrote a better report than you ever could, here it is, asking, “What is next?”
5. The Final Blow: Automation and Integration

As if the above wasn’t enough to send the data analyst profession into a tailspin, ChatGPT decided it would be the king of automation: running scripts, automating tasks, and integrating with various tools, ChatGPT does not just analyze data-it runs your workflow.

• Schedule the report to be sent out every Monday at 9 a.m.? Done.
• Do daily analysis over new data and notify the team if something’s off? Piece of cake.
• Automate an email response based on your input of said data? Why not?

Suddenly, the one thing keeping data analysts in their jobs-doing complex, repeatable tasks that no one else wanted to-was now a one-click solution with ChatGPT. And it does it without complaining, asking for a raise, or needing a nap.

So, What Now?

If you are a data analyst, you might be feeling a bit. obsolete. Well, don’t worry, ChatGPT isn’t here to steal your identity-usually there’s still room for you in the world, just maybe not the one you’ve been living in.

• Adapt, Don’t Resist: Learn to live with ChatGPT, not fight it. Be that person who can phrase the right questions while ChatGPT does the dirty work.
• Be the Data Whisperer: Stress what AI is bad at, such as interpretive nuances in data, hence making it more human in nature.
• Add the Human Touch: Sure, ChatGPT can’t attend meetings, and it does not really establish relationships with leadership and stakeholders, either. You actually can explain what those figures mean in context. And yes, you can make jokes if you want to.
Conclusion

So, in essence, yes, ChatGPT did end the professional data analyst as we know it. But look on the bright side: You now have time to focus on higher-level tasks, such as picking out which AI-generated report you’ll send next to your boss. And though ChatGPT can be the new hero of number crunching, you can at least boast and say that you were into the profession before it became cool.

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Zahit Erdem Güzel
Zahit Erdem Güzel

Written by Zahit Erdem Güzel

Only interesting stuff... wait for 16.12.2024!

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