Cogniify
MLOps · Custom Software Development

Cogniify tech stack

Cogniify builds mostly with Python, SQL, JavaScript, Java. Its stack also includes AWS, Azure, PostgreSQL, Delta Lake. AWS is named in 13 of the 15 job postings Cogniify published in the last 12 months (87%). Counted by Alion from the job postings of Cogniify, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
155
Postings analysed
15
Open now
6
Modernity
79 /100
New in 6 months
3

What programming languages does Cogniify use?

Python is named in 80% of job postings at Cogniify, followed by SQL (53%), JavaScript (27%), Java (20%).

Python 12 80% required in 75% · 6 open now · since Aug 2026
SQL 8 53% required in 100% · 3 open now · since Jul 2026
JavaScript 4 27% required in 25% · 2 open now · since Aug 2026
Java 3 20% required in 100% · since Jul 2026
Scala 2 13% required in 100% · 1 open now · since Sep 2026
TypeScript 2 13% required in 100% · 1 open now · since Oct 2026
Node JS 2 13% required in 50% · 2 open now · since Nov 2026
Bash 1 7% required in 100% · since Aug 2026
Show all (15)
C#1
C++1
COBOL1
Go1
Kotlin1
PowerShell1
Rust1

What frameworks and libraries does Cogniify use?

Django is named in 27% of job postings at Cogniify, followed by OpenTelemetry (27%), FastAPI (20%), Flink (20%).

Django 4 27% required in 100% · 2 open now · since Aug 2026
OpenTelemetry 4 27% required in 100% · 2 open now · since Sep 2026
FastAPI 3 20% required in 67% · 2 open now · since Oct 2026
Flink 3 20% optional · 1 open now · since Sep 2026
Asyncio 2 13% required in 100% · 2 open now · since Nov 2026
Dagster 2 13% required in 100% · 1 open now · since Sep 2026
React.js 2 13% required in 100% · 1 open now · since Aug 2026
Spring Boot 2 13% required in 100% · since Jul 2026
Show all (21)
pgvector2
Flask1
LangChain1
LangGraph1
LlamaIndex1
Next.js1
OpenAI Agents SDK1
Playwright1
Pydantic1
Pytest1
BentoML1
Ragas1
Triton1

What databases does Cogniify use?

PostgreSQL is named in 33% of job postings at Cogniify, followed by Delta Lake (27%), Apache Iceberg (13%), DynamoDB (13%).

PostgreSQL 5 33% required in 80% · 1 open now · since Jul 2026
Delta Lake 4 27% required in 100% · 2 open now · since Sep 2026
Apache Iceberg 2 13% required in 100% · 1 open now · since Sep 2026
DynamoDB 2 13% required in 100% · 1 open now · since Aug 2026
MySQL 2 13% required in 100% · 1 open now · since Aug 2026
Pinecone 2 13% required in 100% · 1 open now · since Oct 2026
Redis 2 13% required in 100% · 1 open now · since Aug 2026
Amazon Aurora 2 13% required in 50% · 1 open now · since Aug 2026
Show all (16)
Apache Hudi2
ElasticSearch1
OpenSearch1
Qdrant1
Amazon Redshift1
Azure Cosmos DB1
Azure SQL Database1
Snowflake1

What cloud and platforms does Cogniify use?

AWS is named in 87% of job postings at Cogniify, followed by Azure (60%), GCP (60%), Kubernetes (60%).

AWS 13 87% required in 92% · 6 open now · since Aug 2026
Azure 9 60% required in 89% · 5 open now · since Sep 2026
GCP 9 60% required in 89% · 3 open now · since Jul 2026
Kubernetes 9 60% required in 67% · 3 open now · since Jul 2026
Apache Kafka 7 47% required in 57% · 3 open now · since Jul 2026
Amazon ECS 6 40% required in 83% · 4 open now · since Aug 2026
AWS Lambda 4 27% required in 100% · 3 open now · since Aug 2026
Amazon EKS 4 27% required in 100% · 2 open now · since Aug 2026
Show all (44)
Databricks4
Grafana4
OpenAI4
Spark4
AWS Bedrock4
Airflow4
Amazon S33
Anthropic3
Datadog3
Amazon CloudWatch3
Amazon Kinesis3
API Gateway2
AWS Step Functions2
Amazon EC22
Azure AKS2
GitHub2
GitHub Actions2
Google Cloud Run2
Google GKE2
Linux2
SonarQube2
Vertex AI2
Amazon SageMaker2
MLFlow2
.NET1
Amazon EventBridge1
Azure DevOps1
GitLab CI1
Istio1
Linkerd1
Power BI1
Tableau1

And 4 more, each named in fewer postings.

What developer tools does Cogniify use?

Terraform is named in 60% of job postings at Cogniify, followed by Docker (40%), Model Context Protocol (33%), Prometheus (27%).

Terraform 9 60% required in 78% · 3 open now · since Jul 2026
Docker 6 40% required in 83% · 3 open now · since Jul 2026
Model Context Protocol 5 33% required in 80% · 2 open now · since Jul 2026
Prometheus 4 27% required in 100% · 2 open now · since Sep 2026
pySpark 4 27% required in 100% · 2 open now · since Sep 2026
Git 4 27% required in 50% · 2 open now · since Aug 2026
Ansible 3 20% required in 100% · 1 open now · since Aug 2026
dbt 3 20% required in 67% · 2 open now · since Sep 2026
Show all (31)
CloudFormation2
Copilot2
Fivetran2
GraphQL2
Maven2
Pulumi2
Rest API2
ArgoCD2
Azure Data Factory2
Bicep1
Claude Code1
IBM MQ1
Jenkins1
Locust1
Mypy1
Puppet1
Swagger1
Vault1
gRPC1
k61
Backstage1
Braintrust1
Promptfoo1

What AI and ML technologies does Cogniify use?

LLM is named in 33% of job postings at Cogniify, followed by Claude (20%).

LLM 5 33% required in 60% · 3 open now · since Oct 2026
Claude 3 20% required in 100% · 2 open now · since Oct 2026

Which engineering practices does Cogniify ask for?

CI/CD is named in 87% of job postings at Cogniify, followed by AI Agents (53%), RAG (47%), FinOps (27%).

CI/CD 13 87% required in 77% · 5 open now · since Jul 2026
AI Agents 8 53% required in 63% · 3 open now · since Jul 2026
RAG 7 47% required in 86% · 2 open now · since Jul 2026
FinOps 4 27% required in 75% · 3 open now · since Sep 2026
Function Calling 3 20% required in 100% · 2 open now · since Oct 2026
SLI/SLO/SLA 3 20% required in 100% · 1 open now · since Sep 2026
Service Mesh 3 20% required in 100% · 2 open now · since Oct 2026
IAM 3 20% required in 67% · 3 open now · since Oct 2026
Show all (26)
GitOps3
Agentic Workflows2
Data Vault2
ETL/ELT2
LLM Guardrails2
Context Engineering1
DNS1
Embeddings1
LLM Evaluation1
Machine Learning1
Platform Engineering1
Prompt Engineering1
SRE1
Self-Healing1
Chaos Engineering1
PWA1
Progressive Delivery1
Prompt Caching1

What does each Cogniify team work with?

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

Data Science

4 postings
AWS4
Azure4
Databricks4
Delta Lake4
GCP4
SQL4

Backend

4 postings
GCP3
PostgreSQL3
SQL3
Terraform3
AWS2
Amazon ECS2

DevOps

3 postings
AWS3
Datadog3
Docker3
Grafana3
Kubernetes3
OpenTelemetry3

AI/ML

3 postings
Anthropic3
Claude3
LLM3
OpenAI3
Python3
AWS2

See the open roles

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How is the Cogniify 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
AsyncioNov 2026
Node JSNov 2026
TypeScriptOct 2026

How modern is the Cogniify stack?

Cutting-edge AI adopter 79/100

Cogniify scores 79 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 Cogniify stack in its industry?

Share of the 7,232 companies in the same industries, whose stack Alion knows, that use each technology.

AWS40%
Python49%
Azure36%
GCP27%
Kubernetes34%
SQL47%
Apache Kafka19%
Amazon ECS7%
LLM26%
PostgreSQL34%

What sets Cogniify apart

Amazon Kinesis3%
Flink2%

Questions about the Cogniify tech stack

What programming languages does Cogniify use?

The languages named in Cogniify job postings are Python (80%), SQL (53%), JavaScript (27%), Java (20%), Scala (13%), as a share of the 15 postings of the last 12 months.

Does Cogniify use Django?

Yes. Django is named in 4 of 15 job postings (27%) and required in 4 of them.

What cloud and platforms does Cogniify use?

The cloud and platforms named in Cogniify job postings are AWS (13), Azure (9), GCP (9) (postings in brackets).

What skills do you need for a Data Science job at Cogniify?

Data Science postings at Cogniify most often require AWS (4), Azure (4), Databricks (4), Delta Lake (4), out of 4 postings in the last 12 months.

Is the Cogniify tech stack changing?

Yes. Asyncio, Node JS, TypeScript first appeared in Cogniify job postings in the last six months.

How modern is the Cogniify tech stack?

Cogniify scores 79 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 Cogniify tech stack?

Alion reads every job posting Cogniify 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 Nov 10, 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, "Cogniify tech stack: 155 technologies from 15 job postings", as of Nov 10, 2026. https://alion.io/company/cogniify/technologies

Licence: CC BY-SA 4.0JSON