Zifo tech stack
Zifo builds mostly with Python, Java, SQL, JavaScript. Its stack also includes AWS, Windows, Scikit-learn, PostgreSQL. AWS is named in 12 of the 41 job postings Zifo published in the last 12 months (29%). Counted by Alion from the job postings of Zifo, updated Nov 12, 2026.
What programming languages does Zifo use?
Python is named in 27% of job postings at Zifo, followed by Java (24%), SQL (20%), JavaScript (12%).
What frameworks and libraries does Zifo use?
Scikit-learn is named in 10% of job postings at Zifo, followed by Angular (7%), FastAPI (7%), PyTorch (7%).
Scikit-learn
4 10%
Angular
3 7%
FastAPI
3 7%
PyTorch
3 7%
TensorFlow
3 7%
D3.js
2 5%
RxJS
2 5%
LangChain
1 2%
Show all (19)
What databases does Zifo use?
PostgreSQL is named in 7% of job postings at Zifo, followed by Snowflake (7%), Amazon Aurora (5%), Cassandra (5%).
PostgreSQL
3 7%
Snowflake
3 7%
Amazon Aurora
2 5%
Cassandra
2 5%
HBase
2 5%
Amazon Neptune
1 2%
Amazon Redshift
1 2%
GraphDB
1 2%
Show all (11)
What cloud and platforms does Zifo use?
AWS is named in 29% of job postings at Zifo, followed by Windows (24%), Amazon S3 (12%), Tableau (10%).
AWS
12 29%
Tableau
4 10%
Kubernetes
4 10%
Spark
4 10%
.NET
3 7%
Airflow
3 7%
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What developer tools does Zifo use?
LIMS is named in 27% of job postings at Zifo, followed by Git (15%), Docker (12%), Rest API (10%).
Git
6 15%
Docker
5 12%
Rest API
4 10%
AWS CDK
1 2%
ArgoCD
1 2%
Show all (14)
Which engineering practices does Zifo ask for?
21 CFR Part 11 is named in 15% of job postings at Zifo, followed by CI/CD (12%), Machine Learning (10%), CAPA (7%).
CI/CD
5 12%
Show all (26)
What does each Zifo team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Analytics
13 postingsData Science
6 postingsBackend
6 postingsSales
4 postingsDevOps
4 postingsHow does your stack fit Zifo?
How is the Zifo 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 Zifo stack?
Zifo 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 Zifo stack in its industry?
Share of the 6,205 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Zifo
Questions about the Zifo tech stack
What programming languages does Zifo use?
The languages named in Zifo job postings are Python (27%), Java (24%), SQL (20%), JavaScript (12%), C# (7%), as a share of the 41 postings of the last 12 months.
Does Zifo use Scikit-learn?
Yes. Scikit-learn is named in 4 of 41 job postings (10%) and required in 4 of them.
What cloud and platforms does Zifo use?
The cloud and platforms named in Zifo job postings are AWS (12), Windows (10), Amazon S3 (5) (postings in brackets).
What skills do you need for a Analytics job at Zifo?
Analytics postings at Zifo most often require Windows (7), LIMS (3), .NET (2), C# (2), out of 13 postings in the last 12 months.
Is the Zifo tech stack changing?
Yes. Master Data Management, Databricks, Apache Kafka, Cassandra first appeared in Zifo job postings in the last six months.
How modern is the Zifo tech stack?
Zifo 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 Zifo tech stack?
Alion reads every job posting Zifo publishes and tags the technologies each one names. The figures on this page count the 41 postings of the last 12 months and were updated on Nov 12, 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, "Zifo tech stack: 103 technologies from 41 job postings", as of Nov 12, 2026. https://alion.io/company/zifo/technologies