Demand of Data Engineer Role in 2027 (Reality Check By Ansh Lamba)
Published November 1, 2026
At a glance
Views
138,870
Likes
1,240
Comments
89
Performance vs. channel
All-time outlier score
Engagement rate
More features coming
We're working on new analytics and tools. Stay tuned.
About
Data Engineering | Demand of Data Engineer | Data Engineer What you will learn? This video talks about how the demand of Data Engineers look like as per the latest trends and changes. The Data Engineer role has significantly change - not just because of AI but also due to its modern data architectures. So in this vide…
- Published
- November 1, 2026
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
How Demand of Data Engineer Role in 2027 (Reality Check By Ansh Lamba) is doing
It has 138K views in total. It ranks #11,937,432 among tracked YouTube videos by views.
Key facts about Demand of Data Engineer Role in 2027 (Reality Check By Ansh Lamba)
- Total views
- 138K
- Total likes
- 1.24K
- Total comments
- 89
- Published
- November 1, 2026
- Global rank by views
- #11,937,432
Frequently asked questions
How many views does Demand of Data Engineer Role in 2027 (Reality Check By Ansh Lamba) have?
Demand of Data Engineer Role in 2027 (Reality Check By Ansh Lamba) has 138,870 views, 1,240 likes and 89 comments, ranking #11,937,432 among tracked YouTube videos by views.
How accurate are these YouTube video analytics?
View, like, and comment counts come from YouTube's public API and refresh regularly. Growth and revenue figures are estimates built from tracked historical data, so they can differ slightly from what the creator sees privately in YouTube Studio.
What is the outlier score?
How this video's views compare to the channel's usual Shorts or long-form video. A 2x score means double the usual views for that channel, 0.5x means half.
What is engagement rate and how is it calculated?
Likes and comments per view, compared to this channel's typical engagement rate — shown as above or below what's usual for the channel.
How is the revenue estimate calculated?
It's a rough public estimate based on a $0.7–$2.0 CPM (revenue per 1,000 views) applied to view count — not actual creator earnings, which depend on ad rates, audience geography, and monetization settings YouTube doesn't expose publicly.
Is this YouTube video analytics checker free?
Yes. You get 10 free channel and video analytics lookups per 24 hours without an account — logging in, which is also free, removes that limit entirely.