- Mahout is still used in large-scale big data ecosystems.
- Demand is steady in Hadoop-heavy organizations.
- Companies with legacy data pipelines value Mahout expertise.
- Its niche focus makes certified professionals stand out.
- It’s most beneficial for professionals in big data/ETL environments.

