Gonift tech stack

Gonift builds mostly with Python, SQL. Its stack also includes Spark, AWS, Dask, Hadoop. Python is named in 4 of the 5 job postings Gonift published in the last 12 months (80%). Counted by Alion from the job postings of Gonift, updated Oct 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 12, 2026
Technologies in use
27
Postings analysed
5
Open now
4
Modernity
76 /100
New in 6 months
1

What programming languages does Gonift use?

Python is named in 80% of job postings at Gonift, followed by SQL (40%).

Python 4 80% required in 100% · 3 open now · since Nov 2025
SQL 2 40% required in 100% · 2 open now · since Aug 2026

What frameworks and libraries does Gonift use?

Dask is named in 20% of job postings at Gonift, followed by Hadoop (20%), NumPy (20%), Pandas (20%).

Dask 1 20% required in 100% · 1 open now · since Sep 2026
Hadoop 1 20% required in 100% · since Nov 2025
NumPy 1 20% required in 100% · since Nov 2025
Pandas 1 20% required in 100% · since Nov 2025
PyTorch 1 20% required in 100% · 1 open now · since Aug 2026
SciPy 1 20% required in 100% · since Nov 2025
TensorFlow 1 20% required in 100% · 1 open now · since Aug 2026

What cloud and platforms does Gonift use?

Spark is named in 40% of job postings at Gonift, followed by AWS (20%), Amazon ECS (20%), Amazon EKS (20%).

Spark 2 40% required in 100% · 1 open now · since Nov 2025
AWS 1 20% required in 100% · 1 open now · since Sep 2026
Amazon ECS 1 20% required in 100% · 1 open now · since Sep 2026
Amazon EKS 1 20% required in 100% · 1 open now · since Sep 2026
Amazon SageMaker 1 20% required in 100% · 1 open now · since Sep 2026
Apache Kafka 1 20% required in 100% · 1 open now · since Sep 2026
Databricks 1 20% required in 100% · 1 open now · since Sep 2026
Kubernetes 1 20% required in 100% · 1 open now · since Sep 2026
Show all (9)
MLFlow1

What developer tools does Gonift use?

CloudFormation is named in 20% of job postings at Gonift, followed by Docker (20%), Terraform (20%), pySpark (20%).

CloudFormation 1 20% required in 100% · 1 open now · since Sep 2026
Docker 1 20% required in 100% · 1 open now · since Sep 2026
Terraform 1 20% required in 100% · 1 open now · since Sep 2026
pySpark 1 20% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Gonift ask for?

Recommender Systems is named in 60% of job postings at Gonift, followed by Machine Learning (40%), A/B Testing (20%), CI/CD (20%).

Recommender Systems 3 60% required in 100% · 2 open now · since Nov 2025
Machine Learning 2 40% required in 100% · 1 open now · since Nov 2025
A/B Testing 1 20% required in 100% · 1 open now · since Sep 2026
CI/CD 1 20% required in 100% · 1 open now · since Sep 2026
Feature Store 1 20% required in 100% · 1 open now · since Sep 2026

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How is the Gonift 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
SQLAug 2026

How modern is the Gonift stack?

Cutting-edge 76/100

Gonift scores 76 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: 0; legacy ones: 0.

How common is the Gonift stack in its industry?

Share of the 4,642 companies in the same industries, whose stack Alion knows, that use each technology.

Python48%
SQL41%
Spark10%
AWS37%
Amazon ECS6%
Amazon EKS7%
Amazon SageMaker4%
Apache Kafka14%
Dask0%
Databricks9%

Questions about the Gonift tech stack

What programming languages does Gonift use?

The languages named in Gonift job postings are Python (80%), SQL (40%), as a share of the 5 postings of the last 12 months.

Does Gonift use Spark?

Yes. Spark is named in 2 of 5 job postings (40%) and required in 2 of them.

What cloud and platforms does Gonift use?

The cloud and platforms named in Gonift job postings are Spark (2), AWS (1), Amazon ECS (1) (postings in brackets).

Is the Gonift tech stack changing?

Yes. SQL first appeared in Gonift job postings in the last six months.

How modern is the Gonift tech stack?

Gonift scores 76 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: 0; legacy ones: 0.

How does Alion know the Gonift tech stack?

Alion reads every job posting Gonift publishes and tags the technologies each one names. The figures on this page count the 5 postings of the last 12 months and were updated on Oct 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, "Gonift tech stack: 27 technologies from 5 job postings", as of Oct 12, 2026. https://alion.io/company/gonift/technologies

Licence: CC BY-SA 4.0JSON