Machine learning Audience in Germany

Machine learning has an estimated audience of 1,694,759 people in Germany. 36.9% are female, 63.1% are male, average age 34.4. Top regions: Bayern, Nordrhein-Westfalen, Baden-Württemberg. Top brand affinities: GitHub, Programming language, Data science, HTML, PHP.
The average Machine learning fan in Germany is 34.4 years old, more male, and lives primarily in Bayern. The audience is concentrated in Bayern, Nordrhein-Westfalen, Baden-Württemberg. Top brand affinities include GitHub, Programming language, Data science, with strongest over-indexing on GitHub (7.55× the country average). Demographically, the Machine learning audience skews more male with an average age of 34.4, and over-indexes on personality traits such as Early Adopter Mentality, Career Orientation. Compared to the country baseline, this audience shows distinctive patterns across 20 brand affinities and 16 regions tracked by Rascasse.
Category: Business & Career · Type: Topic · Subtype: Field of study
Demographics of Machine learning fans
| Metric | Value |
|---|---|
| Female | 36.9% |
| Male | 63.1% |
| Average age | 34.4 |
| Estimated audience size | 1,694,759 |
Audience persona
The typical Machine learning fan in Germany is more male, around 34.4 years old, with strong Early Adopter Mentality tendencies and a notable affinity for GitHub.
Top regions in Germany
| Region | Reach | Affinity |
|---|---|---|
| Bayern | 376,201 | 1.38× |
| Nordrhein-Westfalen | 369,388 | 1× |
| Baden-Württemberg | 319,821 | 1.38× |
| Hessen | 176,802 | 1.37× |
| Berlin | 144,398 | 1.91× |
| Niedersachsen | 123,452 | 0.75× |
| Rheinland-Pfalz | 69,440 | 0.82× |
| Sachsen | 68,747 | 0.83× |
| Hamburg | 66,874 | 1.75× |
| Schleswig-Holstein | 46,801 | 0.77× |
| Brandenburg | 32,298 | 0.61× |
| Thüringen | 24,628 | 0.57× |
| Sachsen-Anhalt | 23,816 | 0.54× |
| Saarland | 16,496 | 0.79× |
| Bremen | 16,365 | 1.13× |
| Mecklenburg-Vorpommern | 13,148 | 0.41× |
Top brand affinities
Brands and entities this audience over-indexes on, vs. the country average.
| Brand | Affinity | Category |
|---|---|---|
| GitHub | 7.55× | Internet & Social Media |
| Programming language | 4.53× | Technology & Electronics |
| Data science | 8.15× | Business & Career |
| HTML | 6.53× | Technology & Electronics |
| PHP | 5.6× | Technology & Electronics |
| MySQL | 6.37× | Technology & Electronics |
| Data analysis | 7.61× | Technology & Electronics |
| Software engineering | 3.94× | Business & Career |
| Artificial intelligence | 3.24× | Technology & Electronics |
| Big data | 7.04× | Business & Career |
| Software development | 4.64× | Business & Career |
| Python (programming language) | 4.53× | Technology & Electronics |
| Computer engineering | 3.92× | Business & Career |
| SQL | 6.84× | Technology & Electronics |
| JavaScript | 4.07× | Technology & Electronics |
| Gemini | 3.01× | Technology & Electronics |
| Computer programming | 3.69× | Technology & Electronics |
| Node.js | 4.2× | Technology & Electronics |
| Java (programming language) | 6.39× | Technology & Electronics |
| C++ | 4.18× | Technology & Electronics |
Psychographic profile
Top six personality traits over-indexed by this audience (1.0 = country average).
| Trait | Cluster | Score |
|---|---|---|
| Early Adopter Mentality | POWER | 3.18 |
| Career Orientation | POWER | 2.37 |
| Need for Security | CONSERVATISM | 2.3 |
| Sustainability | BALANCE | 1.53 |
| Social Media Usage | JOY | 1.52 |
| Urban Lifestyle | OPEN | 1.5 |
Worldwide distribution
| Country | Share |
|---|---|
| United States | 17.4% |
| India | 11.1% |
| China | 4.5% |
See Machine learning audiences in other countries
More Field of study audiences in Germany
- Music (36,021,786)
- Politics and social issues (25,114,359)
- Architecture (15,753,302)
- Advertising (15,166,229)
- Psychology (15,090,985)
Frequently asked questions
How many fans does Machine learning have in Germany?
Machine learning has an estimated audience of 1,694,759 people in Germany, concentrated in Bayern and Nordrhein-Westfalen.
What is the gender split and age of Machine learning fans?
36.9% of Machine learning fans are female, 63.1% are male, with an average age of 34.4 years.
Which brands do Machine learning fans like most?
Machine learning fans show strongest brand affinity for GitHub (7.55×), Programming language (4.53×), and Data science (8.15×) over the country average.
Where do Machine learning fans live in Germany?
Machine learning fans in Germany are most concentrated in Bayern (reach 376,201), Nordrhein-Westfalen (reach 369,388), and Baden-Württemberg (reach 319,821). These three regions account for the largest share of the active audience.
What other brands do Machine learning fans also like?
Beyond Machine learning itself, the audience over-indexes on Programming language (4.53×), Data science (8.15×), HTML (6.53×), and PHP (5.6×) compared to the Germany average.
How to read this data
Audience size is the estimated number of people in Germany who actively search for Machine learning. Affinity is an over-index ratio: 2.0× means the audience is twice as likely to engage with that brand or trait as the country average. Reach is the estimated number of audience members in a region. Regional and brand-affinity tables are sorted from strongest signal to weakest.
About this audience profile
This audience profile is generated by Rascasse from anonymized search-behavior signals across Germany. For methodology see methodology. Affinity values are over-index ratios vs. the country average (1.0 = baseline). Audience sizes are estimated, not measured.