Companies Using Apache Spark in United States

With over 91,000 open roles across 2,176 U.S. companies, Spark hiring is not niche — it reflects a broad, sustained push toward enterprise-scale data engineering across financial services, consulting, and software sectors. This volume suggests pipeline opportunities are distributed across company sizes, not concentrated in a few large players.

Companies hiring for Spark alongside Kafka, Databricks, and Hadoop are operating mature, multi-layer data stacks — real-time ingestion, batch processing, and managed compute running in parallel. Python and Scala co-occurrence signals they are building internally rather than buying off-the-shelf, which means they need surrounding infrastructure, not turnkey SaaS. For sales targeting, this combination identifies high-intent accounts with active build cycles and real budget authority.