Security Scorecard tech stack

Security Scorecard builds mostly with Python, TypeScript, SQL, Scala. Its stack also includes AWS, GCP, ClickHouse, PostgreSQL. Python is named in 33 of the 50 job postings Security Scorecard published in the last 12 months (66%). Counted by Alion from the job postings of Security Scorecard, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
95
Postings analysed
50
Open now
7
Modernity
86 /100
New in 6 months
8

What programming languages does Security Scorecard use?

Python is named in 66% of job postings at Security Scorecard, followed by TypeScript (26%), SQL (22%), Scala (20%).

Python 33 66% required in 76% · 4 open now · since Jun 2026
TypeScript 13 26% required in 62% · 2 open now · since May 2026
SQL 11 22% required in 73% · since Jul 2026
Scala 10 20% required in 60% · 2 open now · since May 2026
JavaScript 10 20% required in 40% · 3 open now · since May 2026
Go 8 16% required in 100% · since Jul 2026
YARA 8 16% required in 100% · since Jul 2026
Apex 5 10% required in 100% · 1 open now · since Aug 2026
Show all (11)
Java5
C++5
Node JS5

What frameworks and libraries does Security Scorecard use?

Flink is named in 14% of job postings at Security Scorecard, followed by OpenTelemetry (10%), React.js (10%), PyTorch (8%).

Flink 7 14% required in 100% · 2 open now · since Jun 2026
OpenTelemetry 5 10% required in 100% · 1 open now · since Jun 2026
React.js 5 10% optional · 2 open now · since May 2026
PyTorch 4 8% required in 100% · since Aug 2026
Scikit-learn 4 8% required in 100% · since Aug 2026
XGBoost 4 8% required in 100% · since Aug 2026

What databases does Security Scorecard use?

ClickHouse is named in 24% of job postings at Security Scorecard, followed by PostgreSQL (14%), Snowflake (10%), Salesforce Data Cloud (10%).

ClickHouse 12 24% required in 58% · 4 open now · since Jun 2026
PostgreSQL 7 14% optional · 3 open now · since Jun 2026
Snowflake 5 10% required in 100% · 1 open now · since Aug 2026
Salesforce Data Cloud 5 10% optional · 1 open now · since Aug 2026
Redis 3 6% optional · 1 open now · since Jun 2026
ScyllaDB 3 6% optional · 1 open now · since Jun 2026
BigQuery 2 4% required in 100% · 1 open now · since Sep 2026
Google BigQuery 2 4% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Security Scorecard use?

AWS is named in 60% of job postings at Security Scorecard, followed by GCP (24%), Apache Kafka (24%), Splunk (22%).

AWS 30 60% required in 73% · 5 open now · since Jun 2026
GCP 12 24% required in 92% · 2 open now · since Jun 2026
Apache Kafka 12 24% required in 58% · 4 open now · since Jun 2026
Splunk 11 22% required in 73% · since Jul 2026
Kubernetes 9 18% required in 56% · 3 open now · since Jun 2026
Amazon Kinesis 8 16% required in 100% · since Jul 2026
MISP 8 16% required in 100% · since Jul 2026
Azure 8 16% required in 88% · 2 open now · since Jun 2026
Show all (31)
Figma6
Agentforce5
Amazon EKS5
Azure AKS5
Datadog5
GitHub Actions5
GitLab CI5
Google GKE5
Grafana5
Spark5
LangSmith5
Langfuse5
GitHub4
GitLab4
MLFlow4
Crowdstrike3
Okta3
SIEM3
Snyk3
Tanium3
Wiz3
Airflow3
Postman3

What developer tools does Security Scorecard use?

Model Context Protocol is named in 24% of job postings at Security Scorecard, followed by Terraform (24%), ArgoCD (18%), Helm (18%).

Model Context Protocol 12 24% required in 58% · 3 open now · since Jun 2026
Terraform 12 24% required in 42% · 4 open now · since Jun 2026
ArgoCD 9 18% required in 56% · 3 open now · since Jun 2026
Helm 9 18% required in 56% · 3 open now · since Jun 2026
OpenCTI 8 16% required in 100% · since Jul 2026
YARA 8 16% required in 100% · since Jul 2026
Rest API 8 16% required in 75% · 3 open now · since Aug 2026
Jenkins 8 16% required in 63% · 2 open now · since Jun 2026
Show all (17)
Git8
Claude Code7
Prometheus5
Pulumi5
Gearset5
Salesforce CLI5
Docker3
gRPC2
pySpark2

What AI and ML technologies does Security Scorecard use?

Claude is named in 20% of job postings at Security Scorecard, followed by LLM (18%), ChatGPT (4%).

Claude 10 20% required in 100% · 1 open now · since Jun 2026
LLM 9 18% required in 78% · 3 open now · since Jun 2026
ChatGPT 2 4% required in 100% · since Sep 2026

Which engineering practices does Security Scorecard ask for?

CI/CD is named in 32% of job postings at Security Scorecard, followed by AI Agents (28%), LLM Evaluation (16%), LLM Guardrails (16%).

CI/CD 16 32% required in 88% · 2 open now · since May 2026
AI Agents 14 28% required in 100% · 4 open now · since May 2026
LLM Evaluation 8 16% required in 100% · since Jul 2026
LLM Guardrails 8 16% required in 100% · 2 open now · since Jun 2026
Platform Engineering 8 16% required in 100% · since Jul 2026
Structured Outputs 8 16% required in 100% · since Jul 2026
RAG 7 14% required in 29% · 2 open now · since Aug 2026
GitOps 5 10% required in 100% · 1 open now · since Jun 2026
Show all (19)
Progressive Delivery5
Chaos Engineering5
Function Calling5
Semantic Search5
Semantic Search5
Tool Use5
Machine Learning4
Multi-Agent Systems3
Context Engineering2
SLI/SLO/SLA2
Feature Store2

What does each Security Scorecard team work with?

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

AI/ML

10 postings
AWS8
Amazon Kinesis8
Go8
MISP8
OpenCTI8
Python8

Data Science

7 postings
AWS4
GCP4
MLFlow4
PyTorch4
Python4
Scikit-learn4

DevOps

5 postings
Amazon EKS5
Apache Kafka5
ArgoCD5
Azure AKS5
ClickHouse5
Datadog5

Design

5 postings
Claude5
Figma5

Backend

5 postings
AWS2
Apache Kafka2
Azure2
BigQuery2
ClickHouse2
Flink2

Enterprise Apps

4 postings
Agentforce4
Apex4
Claude Code4
JavaScript3
Python3
Rest API3

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How is the Security Scorecard 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
ChatGPTSep 2026
SLI/SLO/SLASep 2026
BigQuerySep 2026
Google BigQuerySep 2026
pySparkSep 2026
Feature StoreSep 2026
Multi-Agent SystemsSep 2026
Context EngineeringSep 2026

How modern is the Security Scorecard stack?

Cutting-edge AI adopter 86/100

Security Scorecard scores 86 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 Security Scorecard stack in its industry?

Share of the 299 companies in the same industries, whose stack Alion knows, that use each technology.

Python51%
AWS45%
TypeScript35%
Apache Kafka18%
ClickHouse6%
GCP33%
SQL36%
Splunk15%
Claude26%
JavaScript45%

What sets Security Scorecard apart

Scala4%
Amazon Kinesis4%
MISP2%
YARA4%
Agentforce2%
Azure AKS4%
Google GKE4%
LangSmith3%
Langfuse3%
Salesforce Data Cloud1%

Questions about the Security Scorecard tech stack

What programming languages does Security Scorecard use?

The languages named in Security Scorecard job postings are Python (66%), TypeScript (26%), SQL (22%), Scala (20%), JavaScript (20%), as a share of the 50 postings of the last 12 months.

Does Security Scorecard use Flink?

Yes. Flink is named in 7 of 50 job postings (14%) and required in 7 of them.

What cloud and platforms does Security Scorecard use?

The cloud and platforms named in Security Scorecard job postings are AWS (30), GCP (12), Apache Kafka (12) (postings in brackets).

What skills do you need for a AI/ML job at Security Scorecard?

AI/ML postings at Security Scorecard most often require AWS (8), Amazon Kinesis (8), Go (8), MISP (8), out of 10 postings in the last 12 months.

Is the Security Scorecard tech stack changing?

Yes. ChatGPT, SLI/SLO/SLA, BigQuery, Google BigQuery first appeared in Security Scorecard job postings in the last six months.

How modern is the Security Scorecard tech stack?

Security Scorecard scores 86 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 Security Scorecard tech stack?

Alion reads every job posting Security Scorecard publishes and tags the technologies each one names. The figures on this page count the 50 postings of the last 12 months and were updated on Sep 28, 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, "Security Scorecard tech stack: 95 technologies from 50 job postings", as of Sep 28, 2026. https://alion.io/company/security-scorecard/technologies

Licence: CC BY-SA 4.0JSON