Jellyfish tech stack

Jellyfish builds mostly with Python, SQL, Apex, JavaScript. Its stack also includes Databricks, Prefect, Delta Lake, Dagster. Python is named in 9 of the 13 job postings Jellyfish published in the last 12 months (69%). Counted by Alion from the job postings of Jellyfish, updated Oct 6, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 6, 2026
Technologies in use
50
Postings analysed
13
Open now
3
Modernity
88 /100
New in 6 months
8

What programming languages does Jellyfish use?

Python is named in 69% of job postings at Jellyfish, followed by SQL (46%), Apex (8%), JavaScript (8%).

Python 9 69% required in 100% · 1 open now · since Nov 2025
SQL 6 46% required in 100% · 1 open now · since May 2026
Apex 1 8% required in 100% · since Jul 2026
JavaScript 1 8% required in 100% · since Jun 2026
TypeScript 1 8% required in 100% · 1 open now · since Nov 2025

What frameworks and libraries does Jellyfish use?

Dagster is named in 38% of job postings at Jellyfish, followed by Pydantic (23%), Django (8%), Lightning Web Components (8%).

Dagster 5 38% required in 100% · since Dec 2025
Pydantic 3 23% required in 100% · since May 2026
Django 1 8% required in 100% · 1 open now · since Nov 2025
Lightning Web Components 1 8% required in 100% · since Jul 2026
React.js 1 8% required in 100% · since Jun 2026

What databases does Jellyfish use?

Delta Lake is named in 38% of job postings at Jellyfish, followed by Google BigQuery (31%), Snowflake (31%), Redis (15%).

Delta Lake 5 38% required in 40% · 2 open now · since Dec 2025
Google BigQuery 4 31% required in 75% · 1 open now · since May 2026
Snowflake 4 31% required in 75% · 1 open now · since May 2026
Redis 2 15% required in 100% · since May 2026
PostgreSQL 2 15% required in 50% · 1 open now · since Jun 2026
ClickHouse 1 8% required in 100% · 1 open now · since Sep 2026
Amazon Aurora 1 8% optional · 1 open now · since Sep 2026
BigQuery 1 8% optional · 1 open now · since Sep 2026

What cloud and platforms does Jellyfish use?

Databricks is named in 62% of job postings at Jellyfish, followed by Prefect (38%), AWS (31%), GitHub (15%).

Databricks 8 62% required in 75% · 2 open now · since Mar 2026
Prefect 5 38% required in 100% · since Dec 2025
AWS 4 31% required in 75% · 1 open now · since Nov 2025
GitHub 2 15% required in 50% · since Dec 2025
GitLab 2 15% required in 50% · since Dec 2025
Datadog 1 8% required in 100% · since May 2026
Grafana 1 8% required in 100% · since Mar 2026
Honeycomb 1 8% required in 100% · since Mar 2026
Show all (10)
Linux1
Spark1

What developer tools does Jellyfish use?

Terraform is named in 54% of job postings at Jellyfish, followed by dbt (23%), CloudFormation (15%), Copilot (15%).

Terraform 7 54% required in 86% · since Dec 2025
dbt 3 23% required in 67% · 1 open now · since May 2026
CloudFormation 2 15% required in 100% · since Dec 2025
Copilot 2 15% required in 100% · since Dec 2025
Great Expectations 2 15% optional · since May 2026
pySpark 1 8% required in 100% · since May 2026
Git 1 8% optional · since Jun 2026
Model Context Protocol 1 8% optional · since Jun 2026

What AI and ML technologies does Jellyfish use?

LLM is named in 38% of job postings at Jellyfish, followed by Claude (15%), Gemini (8%).

LLM 5 38% required in 40% · since Dec 2025
Claude 2 15% required in 100% · since Dec 2025
Gemini 1 8% required in 100% · since Sep 2026

Which engineering practices does Jellyfish ask for?

CI/CD is named in 38% of job postings at Jellyfish, followed by AI Agents (23%), Dimensional Modeling (15%), Agentic Workflows (8%).

CI/CD 5 38% required in 60% · 1 open now · since Nov 2025
AI Agents 3 23% required in 100% · since Dec 2025
Dimensional Modeling 2 15% required in 100% · 2 open now · since Sep 2026
Agentic Workflows 1 8% required in 100% · since Jun 2026
ETL/ELT 1 8% required in 100% · since Dec 2025
FinOps 1 8% required in 100% · since Jun 2026
IAM 1 8% required in 100% · 1 open now · since Sep 2026
Incident Management 1 8% required in 100% · since Dec 2025
Show all (11)
Platform Engineering1
SOAP1
RAG1

What does each Jellyfish team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Data Science

5 postings
Dagster4
Databricks4
Prefect4
Python4
Terraform4
Google BigQuery3

Backend

4 postings
Python3
AWS2

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How much does Jellyfish pay by technology?

Median stated pay of the postings that name each technology, against the median of all Jellyfish postings with stated pay: $235k across 13 postings.

TechnologyPostings with payMedianvs company median
Python9$235k0%
Databricks8$235k0%
SQL6$233k−1%
Dagster5$240k+2%
LLM5$240k+2%
Prefect5$240k+2%
Delta Lake5$235k0%

How is the Jellyfish 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.

First appeared
Dimensional ModelingSep 2026
PostgreSQLJun 2026
SQLMay 2026
Google BigQueryMay 2026
SnowflakeMay 2026
PydanticMay 2026
dbtMay 2026
RedisMay 2026

How modern is the Jellyfish stack?

Cutting-edge AI adopter 88/100

Jellyfish scores 88 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 3; legacy ones: 0.

How common is the Jellyfish stack in its industry?

Share of the 134 companies in the same industries, whose stack Alion knows, that use each technology.

Python52%
Databricks8%
SQL37%
Dagster4%
Delta Lake3%
LLM41%
Prefect4%
AWS53%
Google BigQuery9%
Snowflake15%

What sets Jellyfish apart

Dagster4%
Delta Lake3%
Prefect4%
Pydantic2%

Questions about the Jellyfish tech stack

What programming languages does Jellyfish use?

The languages named in Jellyfish job postings are Python (69%), SQL (46%), Apex (8%), JavaScript (8%), TypeScript (8%), as a share of the 13 postings of the last 12 months.

Does Jellyfish use Dagster?

Yes. Dagster is named in 5 of 13 job postings (38%) and required in 5 of them.

What cloud and platforms does Jellyfish use?

The cloud and platforms named in Jellyfish job postings are Databricks (8), Prefect (5), AWS (4) (postings in brackets).

What skills do you need for a Data Science job at Jellyfish?

Data Science postings at Jellyfish most often require Dagster (4), Databricks (4), Prefect (4), Python (4), out of 5 postings in the last 12 months.

Is the Jellyfish tech stack changing?

Yes. Dimensional Modeling, PostgreSQL, SQL, Google BigQuery first appeared in Jellyfish job postings in the last six months.

How modern is the Jellyfish tech stack?

Jellyfish scores 88 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 3; legacy ones: 0.

How does Alion know the Jellyfish tech stack?

Alion reads every job posting Jellyfish publishes and tags the technologies each one names. The figures on this page count the 13 postings of the last 12 months and were updated on Oct 6, 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, "Jellyfish tech stack: 50 technologies from 13 job postings", as of Oct 6, 2026. https://alion.io/company/jellyfish/technologies

Licence: CC BY-SA 4.0JSON