🚫 Why Entry Level Data Jobs Are Disappearing? (And What to Do About It)

Well this started as a Linkedin post but it hit a huge amount of impressions, so I think people found it useful.

Let’s start…

1. You’ve taken courses, built a portfolio, maybe even gotten a certification.
2. You’ve applied to dozens (or hundreds) of jobs labeled “Entry-Level.”
3. And yet… every role asks for 2-3 years of experience.

What happened to actual entry level jobs?

❌ The Harsh Reality:

Companies don’t want to train junior data professionals anymore. It’s that simple. And it hurts.

Instead, they:
✅ Automate tasks that juniors used to do
✅ Hire experienced analysts who can deliver value immediately.
✅ Expect candidates to already have real world experience.

💡 What Can You Do?

If the jobs aren’t coming to you, you need to make yourself hireable in a different way.

✅ Stop Applying —> Start Building
• Create projects that solve real business problems, not just Kaggle datasets.
• Document your work: Write case studies, post dashboards, explain your thought process.
• Show that you can drive impact, not just write SQL or Python.

✅ Leverage Alternative Pathways
• Freelance on Upwork or Fiverr to gain hands on experience.
• Contribute to open-source projects, nonprofits, or startups.
• Join hackathons, competitions, or online communities to collaborate on real work.

✅ Network Like Your Career Depends on It (Because It Does)
• Connect with hiring managers and industry professionals.
• Engage with LinkedIn posts, comment with insights, and be visible.
• Ask for informational interviews people hire who they know.
• Find a mentor.

🔥 The Truth:

Companies aren’t eliminating entry level roles. They’re just raising the bar for what “entry level” means. Every data person who I have discussions with, validates it.

If you’re waiting for a company to take a chance on you, you might be waiting forever. Make them notice you instead.

What’s your biggest struggle in breaking into data?

Great analysis starts with great awareness. Be mindful, be DataConscious.

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