Buy NowFull report access from $374. Launch discount until 9pm Pacific, July 31
oppalerts.com →
Martech CDP Attribution Software

Data Engineering Manager

Top Subreddits
Dominant · Search Engine Appearances ρ=0.431

AI recommendation signal analysis across 187 domains for the Data Engineering Manager persona in Martech CDP Attribution Software.

187Domains Tracked
29.3MReddit Posts
10KWikipedia Articles
3.9MOpen Web Matches
Data Engineering Manager_persona.report
SubredditScore
dataengineering
90.1
datascience
85.5
learnprogramming
84.3
This is a shortened preview of the Martech CDP Attribution Software report

Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.

Get the full Martech CDP Attribution Software report
About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

Find your communities

Reddit is twenty years of unfiltered customer conversation, and a major LLM training source. These are the subreddits where this segment's topics get discussed and its brands get mentioned. Use them to pick the communities worth monitoring, joining, and earning a presence in.

How It's Calculated

Where the numbers come from

We scan every public Reddit comment and submission from 2005 through mid-2026 for this segment's topic phrases and brand hostnames. Topic Score weights every phrase match by that phrase's importance score for the segment, so core vocabulary counts for more than generic terms; raw match and mention counts are shown alongside. Comments and submissions stay separate on purpose: a community that discusses is different from one that shares links. Bot feeds, spam farms, and user-profile pages are filtered out as noise.

Overview

What's on this page

Top-subreddit charts and full tables for comments and submissions, sortable by topic matches or brand mentions, plus segment activity totals.

Segment Totals

Reddit activity at a glance

Total Reddit activity touching Data Engineering Manager, 2005 through mid-2026. Posts, communities, and authors are distinct counts; average score is upvote score per matched post.

Comments

24.9M
Posts Touched
265K
Subreddits
1.7M
Authors
2.4
Avg Score per Post

Submissions

4.4M
Posts Touched
247K
Subreddits
1.1M
Authors
89%
Avg Upvote Ratio
Reddit Submissions

Top subreddits by submissions

Where Data Engineering Manager's topics and brands show up in link and text posts. Topic Score is term-weighted relevance: every phrase match counts in proportion to that phrase's importance for this segment, so a community using the segment's core vocabulary outranks one that merely repeats its generic words (raw match counts stay in the table). Brand Mentions counts the segment's domains. Blended merges the two on a log scale (brand mentions weighted higher, 0 to 100) to surface communities strong on both. Bars link to the subreddit.


SubredditReachBlendedTopic ScoreTopic MatchesBrand MentionsActivity Score
dataengineeringNiche91.677,29424,4267,572499,643
SideProjectNiche84.01,3261,36024,582135,469
learnprogrammingNiche83.42,40591515,3761,149,074
Reddit Comments

Top subreddits by comments

Where Data Engineering Manager's topics and brands show up in discussion inside comment threads. Topic Score is term-weighted relevance: every phrase match counts in proportion to that phrase's importance for this segment, so a community using the segment's core vocabulary outranks one that merely repeats its generic words (raw match counts stay in the table). Brand Mentions counts the segment's domains. Blended merges the two on a log scale (brand mentions weighted higher, 0 to 100) to surface communities strong on both. Bars link to the subreddit.


SubredditReachBlendedTopic ScoreTopic MatchesBrand MentionsActivity Score
dataengineeringNiche90.1157,62555,08311,923310,625
datascienceNiche85.548,86116,06010,394133,329
learnprogrammingNiche84.36,2632,19030,296124,362