Acceldata tech stack
Acceldata builds mostly with Java, Python, Scala, Go. Its stack also includes Kubernetes, Hadoop, Apache Kafka, Trino. Kubernetes is named in 18 of the 33 job postings Acceldata published in the last 12 months (55%). Counted by Alion from the job postings of Acceldata, updated Nov 13, 2026.
What programming languages does Acceldata use?
Java is named in 45% of job postings at Acceldata, followed by Python (36%), Scala (33%), Go (6%).
What frameworks and libraries does Acceldata use?
Hadoop is named in 48% of job postings at Acceldata, followed by Flink (15%), Hibernate (3%).
What databases does Acceldata use?
Trino is named in 27% of job postings at Acceldata, followed by Apache Iceberg (12%), Snowflake (9%), Apache Hudi (9%).
Trino
9 27%
Apache Iceberg
4 12%
Snowflake
3 9%
Apache Hudi
3 9%
PostgreSQL
3 9%
ClickHouse
2 6%
HBase
2 6%
MySQL
2 6%
Show all (13)
What cloud and platforms does Acceldata use?
Kubernetes is named in 55% of job postings at Acceldata, followed by Apache Kafka (42%), Spark (39%), AWS (24%).
Kubernetes
18 55%
Apache Kafka
14 42%
Spark
13 39%
AWS
8 24%
Azure
8 24%
GCP
8 24%
Show all (21)
What developer tools does Acceldata use?
Apache NiFi is named in 15% of job postings at Acceldata, followed by Docker (12%), ZooKeeper (9%), Informatica (6%).
Docker
4 12%
ZooKeeper
3 9%
Gradle
2 6%
Maven
2 6%
Show all (14)
What AI and ML technologies does Acceldata use?
LLM is named in 6% of job postings at Acceldata.
LLM
2 6%
Which engineering practices does Acceldata ask for?
ETL/ELT is named in 15% of job postings at Acceldata, followed by CI/CD (9%), DNS (6%), Feature Store (6%).
CI/CD
3 9%
Incident Management
1 3%
Platform Engineering
1 3%
What does each Acceldata team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Solutions
6 postingsBackend
6 postingsDevOps
4 postingsHow does your stack fit Acceldata?
How much does Acceldata pay by technology?
Median stated pay of the postings that name each technology, against the median of all Acceldata postings with stated pay: $205k across 15 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Kubernetes | 9 | $205k | 0% |
| Apache Kafka | 7 | $211k | +3% |
| Spark | 7 | $211k | +3% |
| Java | 6 | $144k | −30% |
| Python | 6 | $144k | −30% |
| Hadoop | 5 | $160k | −22% |
| Scala | 5 | $128k | −37% |
How is the Acceldata stack changing?
Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.
How modern is the Acceldata stack?
Acceldata scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.
How common is the Acceldata stack in its industry?
Share of the 27 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Acceldata apart
Companies with a stack like Acceldata
Questions about the Acceldata tech stack
What programming languages does Acceldata use?
The languages named in Acceldata job postings are Java (45%), Python (36%), Scala (33%), Go (6%), SQL (6%), as a share of the 33 postings of the last 12 months.
Does Acceldata use Hadoop?
Yes. Hadoop is named in 16 of 33 job postings (48%) and required in 15 of them.
What cloud and platforms does Acceldata use?
The cloud and platforms named in Acceldata job postings are Kubernetes (18), Apache Kafka (14), Spark (13) (postings in brackets).
What skills do you need for a Solutions job at Acceldata?
Solutions postings at Acceldata most often require Kubernetes (5), Apache Kafka (4), Spark (4), Java (3), out of 6 postings in the last 12 months.
Is the Acceldata tech stack changing?
Yes. Microsoft Excel, HBase, LDAP, Airflow first appeared in Acceldata job postings in the last six months.
How modern is the Acceldata tech stack?
Acceldata scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.
How does Alion know the Acceldata tech stack?
Alion reads every job posting Acceldata publishes and tags the technologies each one names. The figures on this page count the 33 postings of the last 12 months and were updated on Nov 13, 2026.
Method and citation
Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count
Alion, "Acceldata tech stack: 68 technologies from 33 job postings", as of Nov 13, 2026. https://alion.io/company/acceldata/technologies