Depthfirst
Penetration Testing · Cybersecurity AI

Depthfirst tech stack

Depthfirst builds mostly with Python, SQL, Go, JavaScript. Its stack also includes Databricks, AWS, Snowflake. Databricks is named in 20 of the 20 job postings Depthfirst published in the last 12 months (100%). Counted by Alion from the job postings of Depthfirst, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
29
Postings analysed
20
Open now
16
Modernity
85 /100
New in 6 months
8

What programming languages does Depthfirst use?

Python is named in 25% of job postings at Depthfirst, followed by SQL (10%), Go (10%), JavaScript (5%).

Python 5 25% required in 60% · 5 open now · since Sep 2025
SQL 2 10% required in 100% · 1 open now · since Aug 2026
Go 2 10% required in 50% · 2 open now · since Oct 2026
JavaScript 1 5% optional · 1 open now · since Sep 2025

What databases does Depthfirst use?

Snowflake is named in 5% of job postings at Depthfirst.

Snowflake 1 5% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Depthfirst use?

Databricks is named in 100% of job postings at Depthfirst, followed by AWS (20%), Kubernetes (15%), Amazon EKS (10%).

Databricks 20 100% required in 100% · 16 open now · since Sep 2025
AWS 4 20% required in 50% · 4 open now · since Sep 2025
Kubernetes 3 15% required in 67% · 3 open now · since Oct 2026
Amazon EKS 2 10% optional · 2 open now · since Oct 2026
SIEM 2 10% optional · 2 open now · since Feb 2026
Azure 1 5% required in 100% · 1 open now · since Aug 2026
GCP 1 5% required in 100% · 1 open now · since Aug 2026
GitHub 1 5% required in 100% · 1 open now · since Mar 2026
Show all (11)
GitLab1
Linux1
Okta1

What developer tools does Depthfirst use?

Helm is named in 10% of job postings at Depthfirst, followed by Pulumi (10%), Terraform (10%), Git (5%).

Helm 2 10% optional · 2 open now · since Oct 2026
Pulumi 2 10% optional · 2 open now · since Oct 2026
Terraform 2 10% optional · 2 open now · since Oct 2026
Git 1 5% required in 100% · 1 open now · since Aug 2026
Jenkins 1 5% required in 100% · 1 open now · since Mar 2026

What AI and ML technologies does Depthfirst use?

Claude is named in 5% of job postings at Depthfirst, followed by LLM (5%).

Claude 1 5% required in 100% · 1 open now · since Sep 2026
LLM 1 5% optional · 1 open now · since Aug 2026

Which engineering practices does Depthfirst ask for?

AI Agents is named in 95% of job postings at Depthfirst, followed by CI/CD (20%), IAM (10%), Platform Engineering (10%).

AI Agents 19 95% required in 100% · 15 open now · since Sep 2025
CI/CD 4 20% required in 100% · 4 open now · since Mar 2026
IAM 2 10% required in 100% · 2 open now · since Sep 2026
Platform Engineering 2 10% required in 100% · 2 open now · since Oct 2026
Agentic Workflows 1 5% required in 100% · 1 open now · since Jul 2026
DNS 1 5% required in 100% · 1 open now · since Oct 2026

What does each Depthfirst team work with?

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

Sales

4 postings
Databricks4
SQL2

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How is the Depthfirst 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
GoOct 2026
KubernetesOct 2026
Platform EngineeringOct 2026
Amazon EKSOct 2026
HelmOct 2026
PulumiOct 2026
TerraformOct 2026
IAMSep 2026
Not named for 6 months
SIEMApr 2026

How modern is the Depthfirst stack?

Cutting-edge AI adopter 85/100

Depthfirst scores 85 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: 2; legacy ones: 0.

How common is the Depthfirst stack in its industry?

Share of the 316 companies in the same industries, whose stack Alion knows, that use each technology.

Databricks9%
Python71%
AWS56%
Kubernetes48%
Amazon EKS13%
Go28%
SIEM29%
SQL38%
Azure48%
Claude22%

Questions about the Depthfirst tech stack

What programming languages does Depthfirst use?

The languages named in Depthfirst job postings are Python (25%), SQL (10%), Go (10%), JavaScript (5%), as a share of the 20 postings of the last 12 months.

Does Depthfirst use Databricks?

Yes. Databricks is named in 20 of 20 job postings (100%) and required in 20 of them.

What cloud and platforms does Depthfirst use?

The cloud and platforms named in Depthfirst job postings are Databricks (20), AWS (4), Kubernetes (3) (postings in brackets).

What skills do you need for a Sales job at Depthfirst?

Sales postings at Depthfirst most often require Databricks (4), SQL (2), out of 4 postings in the last 12 months.

Is the Depthfirst tech stack changing?

Yes. Go, Kubernetes, Platform Engineering, Amazon EKS first appeared in Depthfirst job postings in the last six months.

How modern is the Depthfirst tech stack?

Depthfirst scores 85 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: 2; legacy ones: 0.

How does Alion know the Depthfirst tech stack?

Alion reads every job posting Depthfirst publishes and tags the technologies each one names. The figures on this page count the 20 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, "Depthfirst tech stack: 29 technologies from 20 job postings", as of Nov 12, 2026. https://alion.io/company/depthfirst/technologies

Licence: CC BY-SA 4.0JSON