Clarity Innovations tech stack

Clarity Innovations builds mostly with Python, C++, JavaScript, SQL. Its stack also includes Kubernetes, Linux, Hadoop, NumPy. Python is named in 30 of the 63 job postings Clarity Innovations published in the last 12 months (48%). Counted by Alion from the job postings of Clarity Innovations, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
137
Postings analysed
63
Open now
45
Modernity
85 /100
New in 6 months
8

What programming languages does Clarity Innovations use?

Python is named in 48% of job postings at Clarity Innovations, followed by C++ (25%), JavaScript (22%), SQL (21%).

Python 30 48% required in 97% · 23 open now · since Oct 2024
C++ 16 25% required in 100% · 11 open now · since Oct 2024
JavaScript 14 22% required in 93% · 7 open now · since Jul 2026
SQL 13 21% required in 92% · 9 open now · since Jul 2026
Java 8 13% required in 100% · 6 open now · since Jul 2026
R 8 13% optional · 6 open now · since Jul 2026
Assembly 6 10% optional · 4 open now · since Apr 2026
Go 5 8% required in 100% · 4 open now · since May 2026
Show all (16)
TypeScript4
Bash3
PowerShell3
Clarity2
C#1
Ruby1
Node JS1
Rust1

What frameworks and libraries does Clarity Innovations use?

Hadoop is named in 14% of job postings at Clarity Innovations, followed by NumPy (14%), Pandas (14%), SciPy (14%).

Hadoop 9 14% required in 100% · 6 open now · since Jul 2026
NumPy 9 14% required in 100% · 7 open now · since Jul 2026
Pandas 9 14% required in 100% · 7 open now · since Jul 2026
SciPy 9 14% required in 100% · 7 open now · since Jul 2026
Shiny 8 13% required in 100% · 6 open now · since Jul 2026
React.js 2 3% required in 100% · 2 open now · since Sep 2026
LangChain 2 3% required in 50% · 2 open now · since May 2026
Django 1 2% required in 100% · since Aug 2026
Show all (19)
Metasploit1
PyTorch1
Ray1
Ruby on Rails1
Scikit-learn1
Cypress1
Hyper1
LangGraph1
LlamaIndex1
Playwright1
Selenium1

What databases does Clarity Innovations use?

Snowflake is named in 13% of job postings at Clarity Innovations, followed by Cassandra (2%), GraphDB (2%), Neo4j (2%).

Snowflake 8 13% required in 100% · 6 open now · since Jul 2026
Cassandra 1 2% required in 100% · since Sep 2026
GraphDB 1 2% required in 100% · since Sep 2026
Neo4j 1 2% required in 100% · since Sep 2026
MySQL 1 2% optional · 1 open now · since May 2026
PostgreSQL 1 2% optional · 1 open now · since May 2026

What cloud and platforms does Clarity Innovations use?

Kubernetes is named in 30% of job postings at Clarity Innovations, followed by Linux (22%), Azure (22%), AWS (21%).

Kubernetes 19 30% required in 89% · 17 open now · since Oct 2024
Linux 14 22% required in 100% · 10 open now · since Apr 2026
Azure 14 22% required in 86% · 11 open now · since May 2026
AWS 13 21% required in 85% · 10 open now · since May 2026
Power BI 13 21% required in 62% · 8 open now · since Jul 2026
Databricks 8 13% required in 100% · 6 open now · since Jul 2026
Spark 8 13% required in 100% · 6 open now · since Jul 2026
GitLab 7 11% required in 86% · 7 open now · since May 2026
Show all (29)
Windows6
Unix5
Grafana4
Istio3
GitLab CI2
Ubuntu2
GitHub Actions2
Hugging Face2
API Gateway1
Apache Kafka1
Figma1
GitHub1
MLFlow1
OpenShift1
Red Hat1
SonarQube1
vLLM1
Azure DevOps1
GCP1
OpenAI1
VMWare1

What developer tools does Clarity Innovations use?

Docker is named in 24% of job postings at Clarity Innovations, followed by Git (22%), Terraform (17%), Ansible (11%).

Docker 15 24% required in 93% · 13 open now · since May 2026
Git 14 22% required in 100% · 10 open now · since May 2026
Terraform 11 17% required in 100% · 9 open now · since Oct 2024
Ansible 7 11% required in 100% · 5 open now · since Oct 2024
Binary Ninja 6 10% required in 100% · 4 open now · since Apr 2026
Crossplane 6 10% required in 100% · 6 open now · since May 2026
Ghidra 6 10% required in 100% · 4 open now · since Apr 2026
Podman 6 10% required in 100% · 6 open now · since May 2026
Show all (36)
QEMU5
Prometheus4
Rest API4
Helm3
Jenkins3
Keycloak3
Android NDK3
IDA Pro2
Pulumi2
Cilium2
Wireshark2
ArgoCD1
CMake1
CloudFormation1
GraphQL1
Kustomize1
MinIO1
Nessus1
Nmap1
Open Policy Agent1
Scapy1
Spinnaker1
Strapi1
Tcpdump1
WinDbg1
pwntools1
Nagios1
etcd1

What AI and ML technologies does Clarity Innovations use?

LLM is named in 13% of job postings at Clarity Innovations, followed by Claude (3%), GPT-5 (2%).

LLM 8 13% required in 88% · 8 open now · since May 2026
Claude 2 3% required in 100% · 2 open now · since May 2026
GPT-5 1 2% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Clarity Innovations ask for?

CI/CD is named in 100% of job postings at Clarity Innovations, followed by Machine Learning (16%), GitOps (13%), NLP (13%).

CI/CD 63 100% required in 100% · 45 open now · since Oct 2024
Machine Learning 10 16% required in 100% · 7 open now · since Jul 2026
GitOps 8 13% required in 100% · 6 open now · since May 2026
NLP 8 13% required in 100% · 6 open now · since Jul 2026
AI Agents 6 10% required in 83% · 4 open now · since May 2026
RAG 5 8% required in 80% · 4 open now · since May 2026
Human-in-the-Loop 4 6% required in 75% · 4 open now · since Sep 2026
Platform Engineering 3 5% required in 67% · 3 open now · since May 2026
Show all (28)
Semantic Search3
Semantic Search3
BGP2
Configuration Management2
DNS2
LLM Guardrails2
LLMOps2
Multi-Agent Systems2
OSPF2
TCP/IP2
Service Mesh2
A/B Testing1
ETL/ELT1
FinOps1
IAM1
Time Series Forecasting1
Embeddings1
Function Calling1
Prompt Engineering1
VPN1

What does each Clarity Innovations team work with?

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

DevOps

12 postings
Terraform9
Docker8
Kubernetes8
Azure7
AWS6
Ansible6

Security

11 postings
Binary Ninja5
Ghidra5
Linux5
Windows4
LLM3
Unix3

Data Science

10 postings
SQL10
Hadoop9
NumPy9
Pandas9
Python9
SciPy9

Backend

9 postings
Python7
JavaScript5
Docker4
Git4
Kubernetes4
Linux3

Analytics

5 postings
C++5
JavaScript5
Python5

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How much does Clarity Innovations pay by technology?

Median stated pay of the postings that name each technology, against the median of all Clarity Innovations postings with stated pay: $279k across 60 postings.

TechnologyPostings with payMedianvs company median
Python28$241k−14%
Kubernetes18$318k+14%
C++16$188k−33%
Azure14$313k+12%
Linux14$311k+11%
AWS13$310k+11%
JavaScript13$192k−31%
SQL13$188k−33%
Power BI13$187k−33%
Hadoop9$188k−33%

How is the Clarity Innovations 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
GitHub ActionsSep 2026
React.jsSep 2026
Rest APISep 2026
LLM GuardrailsSep 2026
LLMOpsSep 2026
Multi-Agent SystemsSep 2026
Human-in-the-LoopSep 2026
TypeScriptAug 2026

How modern is the Clarity Innovations stack?

Cutting-edge AI adopter 85/100

Clarity Innovations 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: 3; legacy ones: 0.

How common is the Clarity Innovations stack in its industry?

Share of the 94 companies in the same industries, whose stack Alion knows, that use each technology.

Python65%
Kubernetes44%
C++36%
Azure45%
JavaScript54%
Linux50%
AWS49%
Power BI21%
SQL55%
Hadoop17%

What sets Clarity Innovations apart

Shiny4%

Questions about the Clarity Innovations tech stack

What programming languages does Clarity Innovations use?

The languages named in Clarity Innovations job postings are Python (48%), C++ (25%), JavaScript (22%), SQL (21%), Java (13%), as a share of the 63 postings of the last 12 months.

Does Clarity Innovations use Hadoop?

Yes. Hadoop is named in 9 of 63 job postings (14%) and required in 9 of them.

What cloud and platforms does Clarity Innovations use?

The cloud and platforms named in Clarity Innovations job postings are Kubernetes (19), Linux (14), Azure (14) (postings in brackets).

What skills do you need for a DevOps job at Clarity Innovations?

DevOps postings at Clarity Innovations most often require Terraform (9), Docker (8), Kubernetes (8), Azure (7), out of 12 postings in the last 12 months.

Is the Clarity Innovations tech stack changing?

Yes. GitHub Actions, React.js, Rest API, LLM Guardrails first appeared in Clarity Innovations job postings in the last six months.

How modern is the Clarity Innovations tech stack?

Clarity Innovations 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: 3; legacy ones: 0.

How does Alion know the Clarity Innovations tech stack?

Alion reads every job posting Clarity Innovations publishes and tags the technologies each one names. The figures on this page count the 63 postings of the last 12 months and were updated on Sep 26, 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, "Clarity Innovations tech stack: 137 technologies from 63 job postings", as of Sep 26, 2026. https://alion.io/company/clarityinnovates/technologies

Licence: CC BY-SA 4.0JSON