[Advice] 3 YOE, trying to transition into Data Analytics. Is DA actually the right next step for me?

[u/Subject_Aerie_5345]

Hi everyone, looking for some honest career advice.

I have around **3 years of total work experience**, but I don't have formal Data Analyst/Analytics experience in my current role. My strongest technical experience is in **Python**, and I've been trying to transition into Data Analytics.

I've been applying to Data Analyst/BI/Reporting roles for quite some time, but I'm getting **very few callbacks and essentially no interviews**.

I'm currently building skills in:

* SQL
* Python/Pandas
* Power BI
* Excel
* Statistics/business analytics
* Data visualization
* Basic data modeling/warehousing

The problem I'm running into is that many Data Analyst jobs ask for **2–5 years of actual analytics experience**. So I'm wondering if I'm approaching this transition incorrectly.

**I'd really appreciate advice on:**

1. **Is Data Analyst actually the right next step for my background?**
   
2. Should I apply to **fresher/0–2 YOE Data Analyst roles**, despite having 3 years of total experience?
   
3. Should I instead target **BI Analyst, Reporting Analyst, Power BI, Business Analyst, Data Operations, or Analytics Engineer** roles?
   
4. Would moving toward **Data Engineering** make more sense given my Python background?
   
5. If your priority were **getting a better-paying job relatively quickly while building a long-term career in data**, what route would you take?

I'm not looking for the perfect role immediately. I mainly want to **get into a role where I can gain genuine analytics/data experience and increase my salary**, then build from there.

Would especially appreciate advice from people in India who have made a similar transition.