Joseph Davis

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Let’s be real: when you hear “data scientist,” you probably picture someone building mind-blowing AI models, pulling six figures, sipping cold brew in a hoodie, and pushing the boundaries of technology.

Reality? Sometimes it’s more like: debugging SQL queries for hours, explaining basic metrics (again), or Googling “how to fix pandas error” for the third time in a day.

Welcome to the actual world of data science.

Here’s the truth no one really tells you — from someone who's seen the inside.

Not All Data Science Jobs Are What They Claim A lot of job titles say "data scientist" but what they really mean is “data analyst who can maybe code a bit.” And that’s fine—every company needs those folks. But if you’re expecting to jump straight into deep learning and big-impact models? You might spend more time cleaning Excel exports than building neural nets.

The Market Is Flooded, But Skills Still Win It seems like everyone has a data science certificate these days. Bootcamps, YouTube, Coursera—there’s no shortage of people trying to break in. That said, people with real projects, solid communication skills, and a willingness to learn on the job still rise to the top. You don’t need to be a genius—just be consistent and curious.

The “Unicorn” Job Description Is a Joke Seen this before?

“We’re looking for someone with 5+ years in Python, R, SQL, Spark, AWS, TensorFlow, deep learning, strong business acumen, and the ability to predict the future.”

Yeah. They basically want a team of four in one person. Truth is, most people working in data science specialize over time. No one knows everything. And those who say they do? Red flag.

A Lot of the Work Isn’t Sexy (But It’s Important) Look, not every day is ChatGPT or self-driving cars. Sometimes your big win of the week is figuring out why sales reports were off by 3%. That might sound boring, but the real impact often comes from small, accurate insights that help a team make smarter decisions.

Understanding the Business is Your Superpower You can be the smartest coder in the world—but if you don’t get what your company actually does, your models won’t matter. The best data scientists I’ve worked with? They ask business questions first, code second.

It’s a Constant Learning Curve There’s no “done” in data science. New tools drop every week. What was hot last year (AutoML, anyone?) might be irrelevant today. If you’re not learning, you’re falling behind—and honestly, that’s part of what makes it exciting.

The Future Is Blended, Not Pure We’re moving into hybrid territory: data scientists who can build product features, communicate with leadership, design UX flows, or automate processes. If you want to future-proof your career, think beyond models—think systems, communication, and strategy.

So… Is It Worth It? Absolutely. But only if you’re in it for more than the hype.

Data science can be thrilling, creative, frustrating, and deeply rewarding—but it’s also real work. Not always glamorous. Sometimes lonely. Often messy. But when you find that one insight that makes a team light up? Or build something that actually helps people? There’s nothing quite like it.

👀 Thinking about getting into data science? Already in it? Hit me up with your thoughts. What’s been your biggest surprise on the job?

Ever caught yourself feeling super close to someone — maybe an online friend, a favorite content creator, or that person you DM back and forth with — only to realize…

They don’t really know you.

Or maybe you think you know them, but the truth is your connection stays kinda… shallow.

If this sounds familiar, you’re not alone. This is one of the weirdest, yet most common feelings in the digital age.

Here’s the truth:

We often feel close to people who don’t really know us — and there’s a reason for that.

Why does this happen? Let’s break it down.

We Connect With Versions of People — Not The Whole Story On social media and messaging apps, we only show our “best parts.” The funny tweets, the pretty pictures, the witty comments. We pick and choose what we share.

And so do they.

This means we’re actually bonding with a highlight reel, not the full, messy, complicated human being.

It feels close because it’s comfortable. It’s safe.

Our Brains Fill in the Blanks (It’s Called Projection) When we don’t have all the info, our brains jump in and create stories about who the other person is — often based on what we want them to be.

So we start feeling connected — even when it’s more about us than them.

It’s like falling for a character in a book, not the actual author.

Surface-Level Bonds Feel Safer Than Real Vulnerability Here’s the kicker: real intimacy means getting vulnerable. Scary, right?

When we keep things surface-level, we stay safe from judgment and rejection. It’s easier to “like” a post than to share your fears or messiness.

So many “connections” are just a warm, cozy illusion that lets us feel close without the risk.

But Real Intimacy? That’s Different — And It’s Worth It Connection is easy — a quick text, a shared meme, a mutual follow.

Intimacy is hard. It’s showing up when it’s messy, being honest when it hurts, and trusting someone enough to let them see all of you.

It takes time and courage.

How to Find Real Closeness (Without Losing Yourself) If you want to move past the illusion, try this:

Ask the real questions. Go beyond “How are you?” Ask about their dreams, fears, or what keeps them up at night.

Show up as you are. Share your true feelings, not just your highlights. It’s okay to be vulnerable.

Be patient. Deep connections don’t happen overnight. They grow with time and shared experiences.

Put down the phone sometimes. Face-to-face or voice chats build trust in ways texts can’t.

The Takeaway: It’s Okay to Feel Close Without Being Known Feeling connected to people who don’t really know you isn’t a flaw or a failure.

It’s human.

But real intimacy? That’s the treasure worth chasing.

So next time you feel that warm, fuzzy “connection” online, smile. And maybe ask yourself — how can I really be seen?

Your Turn Have you ever felt close to someone who barely knew the real you?

Let’s get one thing straight:

Just because you’re an introvert doesn’t mean you want to be alone all the time.

You like your peace. You need your quiet. But sometimes? You catch yourself wishing you had someone to text. Someone to get coffee with. Someone who gets you.

But the thought of walking into a loud networking event or starting small talk with strangers?

Absolutely not.

If that’s you, read this — because you’re not broken. You’re not antisocial. You’re just wired differently.

And yes, you can build a social life that doesn’t drain you.

😮‍💨 First, Stop Trying to Be “More Outgoing” You’ve heard it before:

“Just put yourself out there!”

…as if socializing is a light switch you forgot to flip.

But introverts don’t connect by being loud. We connect by being real.

You’re likely:

A deep thinker

A great listener

The friend who actually remembers things

Someone who hates shallow convo but craves real connection

🎯 Leverage that. You don’t need to be louder. You need to be more you.

☕ Small Settings > Big Crowds You don’t need a party. You need a plan that doesn’t make you want to fake a stomach ache to cancel.

Try this instead:

Coffee with one person

A walk with someone you trust

A book club (yes, introverts THRIVE in these)

A hobby class where talking isn’t even required

💡 Bonus: You can leave early and no one will judge you.

🧲 Find Aligned Energy, Not Loud People Introverts don’t need a crowd. We need our people.

Look for:

The soft-spoken coworker you’ve never chatted with

The person who always sits alone at group stuff

Fellow introverts quietly wishing someone would reach out

Spoiler: They’re hoping someone like you does.

🌐 Use the Internet Like an Introvert The internet isn’t just for doom-scrolling and ghosting. Used right, it’s the introvert’s secret weapon.

Look for:

Niche communities (Discord, Reddit, Slack)

Thoughtful creators — and DM them

Group chats that don’t pressure you to be “on” all the time

Forums or slow-moving spaces where depth > speed

You don’t have to post selfies or go viral. Just be you — behind a screen, on your own terms.

🎯 Redefine “Having a Social Life” Most of us are chasing the wrong definition.

“Social life” doesn’t have to mean being surrounded by people every weekend. It can mean:

A FaceTime call with your one favorite person

Sending a funny meme to a friend once a week

Having one solid plan on your calendar a month

Quality beats quantity. Every. Time.

🧡 Final Thought: Alone Isn’t Always Lonely… But Sometimes It Is You can love solitude and crave connection.

You can be introverted and want community.

You don’t need to be fixed. You just need friendships that feel soft, warm, and safe — not loud, forced, and fake.

So if you're tired of being alone… reach gently. One message. One plan. One person at a time.

You deserve connection that doesn’t exhaust you — it refills you.

There’s a special kind of wisdom that only comes when people are looking back on life, right before they leave it.

I’m talking about those raw, unfiltered truths the dying share — the things we often miss while we’re busy chasing everything but what really matters.

Here’s what they want you to know:

Stop Waiting. Start Living. Almost everyone says they wish they had started living their own life sooner — not the one others expected of them. They spent too much time saying “later,” “when I have time,” or “when things are perfect.”

Here’s the secret: Later might never come.

If you want to chase that dream, say that hard truth, or change your path — start today. The only moment you truly have is right now.

Love Loudly and Forgive Faster One of the biggest regrets? Not telling people they loved them enough, and holding onto anger too long.

Fear kept them quiet, but love is the only thing that really sticks around.

So be brave. Say what you feel. Forgive faster. Love louder.

Be Real. Be You. Trying to fit into someone else’s idea of who you should be is exhausting — and, in the end, pointless.

The dying wish they’d been more honest with themselves and the people around them.

Here’s the truth: Authenticity feels like freedom.

Stop pretending. Start living your truth. It’s scary — but it’s worth it.

Notice the Small Stuff They didn’t regret the big achievements — but they did regret missing out on the small, beautiful moments:

The warmth of the sun on their face

A genuine laugh with a friend

Quiet evenings with loved ones

Life’s richness lives in these little moments. Don’t let them slip away.

Don’t Fear Death — Fear Not Living Death is a natural part of the journey. But the real tragedy isn’t dying — it’s not truly living.

The dying want you to know: Choose to live fully every single day.

Be present. Be bold. Make your life count.

Here’s the Bottom Line If you listen to nothing else, hear this: