Safe Security tech stack

Safe Security builds mostly with Python, Go, TypeScript, SQL. Its stack also includes AWS, Amazon S3, Snowflake, Redis. Python is named in 11 of the 15 job postings Safe Security published in the last 12 months (73%). Counted by Alion from the job postings of Safe Security, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
138
Postings analysed
15
Open now
11
Modernity
85 /100
New in 6 months
8

What programming languages does Safe Security use?

Python is named in 73% of job postings at Safe Security, followed by Go (40%), TypeScript (40%), SQL (40%).

Python 11 73% required in 100% · 8 open now · since Oct 2023
Go 6 40% required in 100% · 6 open now · since Feb 2024
TypeScript 6 40% required in 83% · 5 open now · since Oct 2023
SQL 6 40% required in 67% · 3 open now · since Oct 2023
JavaScript 5 33% required in 40% · 3 open now · since Oct 2023
Node JS 4 27% required in 100% · 2 open now · since Oct 2023
Java 2 13% required in 100% · 2 open now · since Jul 2026
C++ 1 7% required in 100% · 1 open now · since Aug 2026
Show all (10)
Kotlin1
Scala1

What frameworks and libraries does Safe Security use?

Angular is named in 20% of job postings at Safe Security, followed by React.js (20%), Vue.js (20%), OpenTelemetry (13%).

Angular 3 20% required in 67% · 2 open now · since Oct 2023
React.js 3 20% required in 67% · 2 open now · since Oct 2023
Vue.js 3 20% required in 67% · 2 open now · since Oct 2023
OpenTelemetry 2 13% required in 50% · 2 open now · since May 2026
CUDA 1 7% required in 100% · 1 open now · since Sep 2026
FAISS 1 7% required in 100% · 1 open now · since Oct 2025
Flink 1 7% required in 100% · since May 2026
Hilt 1 7% required in 100% · 1 open now · since Jun 2026
Show all (22)
Jetpack Compose1
LangChain1
LlamaIndex1
Metasploit1
NCCL1
PoC Library1
Ray1
Room1
Triton1
AutoGen1
CrewAI1
Kotlin Multiplatform1
LangGraph1
PyTorch1

What databases does Safe Security use?

Snowflake is named in 27% of job postings at Safe Security, followed by Redis (20%), MySQL (13%), PostgreSQL (13%).

Snowflake 4 27% required in 100% · 3 open now · since Oct 2025
Redis 3 20% required in 100% · 2 open now · since Oct 2025
MySQL 2 13% required in 100% · 2 open now · since Oct 2025
PostgreSQL 2 13% required in 100% · 2 open now · since Oct 2025
Apache Iceberg 1 7% required in 100% · since May 2026
DynamoDB 1 7% required in 100% · 1 open now · since May 2026
Milvus 1 7% required in 100% · 1 open now · since Oct 2025
Pinecone 1 7% required in 100% · 1 open now · since Oct 2025
Show all (11)
ScyllaDB1
Weaviate1
Druid1

What cloud and platforms does Safe Security use?

AWS is named in 67% of job postings at Safe Security, followed by Amazon S3 (47%), Kubernetes (47%), AWS Lambda (40%).

AWS 10 67% required in 80% · 7 open now · since Oct 2023
Amazon S3 7 47% required in 100% · 5 open now · since Oct 2023
Kubernetes 7 47% required in 71% · 5 open now · since Feb 2024
AWS Lambda 6 40% required in 100% · 4 open now · since Oct 2023
Azure 6 40% required in 33% · 4 open now · since Oct 2023
GCP 6 40% required in 33% · 4 open now · since Oct 2023
API Gateway 4 27% required in 100% · 3 open now · since Oct 2023
Amazon EC2 4 27% required in 100% · 3 open now · since Oct 2023
Show all (37)
Amazon ECS3
Apache Kafka3
GitHub3
AWS Bedrock2
Amazon SageMaker2
Linux2
RabbitMQ2
Vertex AI2
Grafana2
Langfuse2
Sentry2
AWS Fargate1
Active Directory1
Airflow1
Amazon EKS1
Android SDK1
CUDA Toolkit1
Datadog1
Figma1
GitHub Actions1
LangSmith1
Looker1
New Relic1
Spark1
Windows1
vLLM1
Amazon Kinesis1
Apache Pulsar1
GitLab1

What developer tools does Safe Security use?

Docker is named in 40% of job postings at Safe Security, followed by Copilot (20%), Cursor (20%), CloudFormation (20%).

Docker 6 40% required in 83% · 4 open now · since Feb 2024
Copilot 3 20% required in 100% · 2 open now · since May 2026
Cursor 3 20% required in 100% · 2 open now · since May 2026
CloudFormation 3 20% required in 33% · 1 open now · since Oct 2023
Terraform 2 13% required in 100% · 1 open now · since May 2026
Prometheus 2 13% required in 50% · 1 open now · since May 2026
Ansible 1 7% required in 100% · since May 2026
Chef 1 7% required in 100% · since May 2026
Show all (19)
Claude Code1
Git1
Jenkins1
KServe1
Nuclei1
Puppet1
BloodHound1
Model Context Protocol1
Nmap1
Wireshark1
Zeek1

What AI and ML technologies does Safe Security use?

LLM is named in 33% of job postings at Safe Security, followed by Claude (20%), ChatGPT (13%), Gemini (7%).

LLM 5 33% required in 80% · 5 open now · since Oct 2025
Claude 3 20% required in 100% · 2 open now · since May 2026
ChatGPT 2 13% required in 100% · 2 open now · since May 2026
Gemini 1 7% required in 100% · 1 open now · since Jun 2026
Llama 1 7% required in 100% · 1 open now · since Oct 2025
AWQ 1 7% optional · 1 open now · since Sep 2026
GPTQ 1 7% optional · 1 open now · since Sep 2026

Which engineering practices does Safe Security ask for?

CI/CD is named in 47% of job postings at Safe Security, followed by AI Agents (40%), RAG (27%), Hallucination (20%).

CI/CD 7 47% required in 86% · 5 open now · since Oct 2025
AI Agents 6 40% required in 100% · 5 open now · since Oct 2025
RAG 4 27% required in 50% · 4 open now · since Oct 2025
Hallucination 3 20% required in 100% · 3 open now · since Oct 2025
Human-in-the-Loop 3 20% required in 67% · 3 open now · since Oct 2025
Incident Management 2 13% required in 100% · 2 open now · since May 2026
Prompt Engineering 2 13% required in 100% · 2 open now · since Oct 2025
Agentic Workflows 1 7% required in 100% · 1 open now · since Oct 2025
Show all (31)
Clean Architecture1
DNS1
Dependency Injection1
Feature Store1
Knowledge Graph1
LLM Evaluation1
LLM Guardrails1
LLMOps1
MVVM1
Machine Learning1
Platform Engineering1
Quantization1
Self-Healing1
TCP/IP1
Context Engineering1
Digital Twin1
Function Calling1
KV Cache1
Multi-Agent Systems1
Semantic Search1
Semantic Search1
Speculative Decoding1
Tool Use1

What other technologies does Safe Security use?

Kotlin Coroutines is named in 7% of job postings at Safe Security.

Kotlin Coroutines 1 7% required in 100% · 1 open now · since Jun 2026

What does each Safe Security team work with?

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

Backend

7 postings
Python7
AWS5
Amazon S35
Go5
AWS Lambda4
API Gateway3

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How is the Safe Security 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
LinuxAug 2026
JavaJul 2026
TerraformMay 2026
GrafanaMay 2026
PrometheusMay 2026
ChatGPTMay 2026
Incident ManagementMay 2026
RabbitMQMay 2026

How modern is the Safe Security stack?

Cutting-edge AI adopter 85/100

Safe Security 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: 7; legacy ones: 0.

How common is the Safe Security stack in its industry?

Share of the 567 companies in the same industries, whose stack Alion knows, that use each technology.

Python60%
AWS49%
Amazon S313%
Kubernetes43%
AWS Lambda9%
Azure45%
GCP37%
Go23%
SQL42%
TypeScript35%

Questions about the Safe Security tech stack

What programming languages does Safe Security use?

The languages named in Safe Security job postings are Python (73%), Go (40%), TypeScript (40%), SQL (40%), JavaScript (33%), as a share of the 15 postings of the last 12 months.

Does Safe Security use Angular?

Yes. Angular is named in 3 of 15 job postings (20%) and required in 2 of them.

What cloud and platforms does Safe Security use?

The cloud and platforms named in Safe Security job postings are AWS (10), Amazon S3 (7), Kubernetes (7) (postings in brackets).

What skills do you need for a Backend job at Safe Security?

Backend postings at Safe Security most often require Python (7), AWS (5), Amazon S3 (5), Go (5), out of 7 postings in the last 12 months.

Is the Safe Security tech stack changing?

Yes. Linux, Java, Terraform, Grafana first appeared in Safe Security job postings in the last six months.

How modern is the Safe Security tech stack?

Safe Security 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: 7; legacy ones: 0.

How does Alion know the Safe Security tech stack?

Alion reads every job posting Safe Security publishes and tags the technologies each one names. The figures on this page count the 15 postings of the last 12 months and were updated on Sep 27, 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, "Safe Security tech stack: 138 technologies from 15 job postings", as of Sep 27, 2026. https://alion.io/company/safe-security/technologies

Licence: CC BY-SA 4.0JSON