Ridgeline
Artificial Intelligence · Financial Services

Ridgeline tech stack

Ridgeline builds mostly with Kotlin, Python, TypeScript, JavaScript. Its stack also includes AWS, Azure, React.js, Amazon Aurora. AWS is named in 34 of the 55 job postings Ridgeline published in the last 12 months (62%). Counted by Alion from the job postings of Ridgeline, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
113
Postings analysed
55
Open now
25
Modernity
82 /100
New in 6 months
8

What programming languages does Ridgeline use?

Kotlin is named in 44% of job postings at Ridgeline, followed by Python (29%), TypeScript (24%), JavaScript (16%).

Kotlin 24 44% required in 75% · 8 open now · since Dec 2025
Python 16 29% required in 88% · 7 open now · since Jan 2026
TypeScript 13 24% required in 77% · 6 open now · since Jun 2026
JavaScript 9 16% required in 89% · 3 open now · since May 2026
Java 9 16% required in 78% · 2 open now · since Dec 2025
SQL 3 5% required in 100% · 1 open now · since Jun 2026
Apex 3 5% required in 33% · 2 open now · since Jun 2026
Node JS 2 4% required in 100% · since Jul 2026
Show all (10)
Go1
PowerShell1

What frameworks and libraries does Ridgeline use?

React.js is named in 11% of job postings at Ridgeline, followed by Jest (5%), Cypress (4%), AG Grid (2%).

React.js 6 11% required in 100% · 2 open now · since May 2026
Jest 3 5% required in 100% · since Jul 2026
Cypress 2 4% required in 100% · since Jul 2026
AG Grid 1 2% required in 100% · since May 2026
Apache ECharts 1 2% required in 100% · since May 2026
Playwright 1 2% required in 100% · since Aug 2026
Pytest 1 2% required in 100% · since Jul 2026
pgvector 1 2% required in 100% · 1 open now · since Jul 2026

What databases does Ridgeline use?

Amazon Aurora is named in 5% of job postings at Ridgeline, followed by DynamoDB (5%), Snowflake (5%), PostgreSQL (4%).

Amazon Aurora 3 5% required in 100% · 2 open now · since Aug 2026
DynamoDB 3 5% required in 100% · 2 open now · since Aug 2026
Snowflake 3 5% required in 67% · 2 open now · since May 2026
PostgreSQL 2 4% required in 50% · 1 open now · since Jul 2026
Trino 2 4% required in 50% · 1 open now · since May 2026
Apache Iceberg 1 2% required in 100% · since May 2026
DuckDB 1 2% required in 100% · since May 2026
Pinecone 1 2% required in 100% · 1 open now · since Jul 2026
Show all (10)
Redis1
Weaviate1

What cloud and platforms does Ridgeline use?

AWS is named in 62% of job postings at Ridgeline, followed by Azure (18%), GCP (16%), Kubernetes (13%).

AWS 34 62% required in 74% · 11 open now · since Dec 2025
Azure 10 18% required in 80% · 3 open now · since Dec 2025
GCP 9 16% required in 89% · 3 open now · since Dec 2025
Kubernetes 7 13% required in 57% · 3 open now · since Jan 2026
Amazon CloudWatch 5 9% required in 100% · 3 open now · since Jul 2026
Amazon EKS 5 9% required in 100% · 3 open now · since Jul 2026
Amazon S3 5 9% required in 100% · 2 open now · since Jul 2026
AWS Lambda 5 9% required in 80% · 2 open now · since Jul 2026
Show all (31)
GitHub5
Amazon ECS4
Okta3
MuleSoft3
Anthropic3
OpenAI3
Spark2
AWS Fargate1
Active Directory1
Amazon EC21
Apache Kafka1
Arize Phoenix1
Buildkite1
Datadog1
Figma1
Galileo1
GitHub Actions1
Istio1
LangSmith1
Langfuse1
SIEM1
WebAssembly1
Postman1

What developer tools does Ridgeline use?

Claude Code is named in 29% of job postings at Ridgeline, followed by Cursor (22%), Copilot (18%), Terraform (13%).

Claude Code 16 29% required in 100% · 3 open now · since Feb 2026
Cursor 12 22% required in 100% · 3 open now · since Feb 2026
Copilot 10 18% required in 80% · 3 open now · since Dec 2025
Terraform 7 13% required in 100% · 4 open now · since Jul 2026
Model Context Protocol 6 11% required in 83% · 3 open now · since May 2026
Docker 4 7% required in 75% · 1 open now · since Dec 2025
Rest API 3 5% required in 67% · 1 open now · since Jun 2026
Helm 2 4% required in 100% · since Jul 2026
Show all (22)
Apache HTTP Server1
ArgoCD1
Braintrust1
CircleCI1
Cosign1
Kyverno1
Microsoft Excel1
OpenTofu1
Webpack1
Wireshark1
esbuild1
Git1
Insomnia1
Swagger1

What AI and ML technologies does Ridgeline use?

ChatGPT is named in 38% of job postings at Ridgeline, followed by Claude (25%), LLM (16%), Gemini (2%).

ChatGPT 21 38% required in 90% · 10 open now · since Dec 2025
Claude 14 25% required in 93% · 5 open now · since May 2026
LLM 9 16% required in 78% · 6 open now · since Jul 2026
Gemini 1 2% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Ridgeline ask for?

AI Agents is named in 25% of job postings at Ridgeline, followed by CI/CD (16%), ETL/ELT (15%), IAM (15%).

AI Agents 14 25% required in 100% · 8 open now · since May 2026
CI/CD 9 16% required in 78% · 4 open now · since Jan 2026
ETL/ELT 8 15% required in 100% · 2 open now · since Feb 2026
IAM 8 15% required in 88% · 4 open now · since Jul 2026
Platform Engineering 7 13% required in 100% · 3 open now · since Jan 2026
RAG 5 9% required in 100% · 4 open now · since Jul 2026
Agentic Workflows 4 7% required in 75% · since May 2026
LLM Guardrails 3 5% required in 100% · since May 2026
Show all (28)
Function Calling3
Human-in-the-Loop2
Progressive Delivery2
Prompt Engineering2
SLI/SLO/SLA2
Blue-Green Deployment1
Chaos Engineering1
DHCP1
DNS1
Error Budget1
GitOps1
Hallucination1
LLM Evaluation1
Service Mesh1
Synthetic Data1
TCP/IP1
VLAN1
Wi-Fi1
Embeddings1
Multi-Agent Systems1

What does each Ridgeline team work with?

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

Backend

13 postings
AWS10
Kotlin9
Azure7
Claude Code7
GCP7
Cursor6

Security

7 postings
Python6
AWS5
Kotlin5
Terraform5
TypeScript5
Amazon CloudWatch4

Product

6 postings
ChatGPT2
Claude2
LLM2
Model Context Protocol2

Management

4 postings
AWS2
JavaScript2

Industrial Engineering

4 postings
ChatGPT4
Copilot4
AWS2
Claude Code2
Java2
Kotlin2

DevOps

3 postings
Python3
AWS2
Claude Code2
Kubernetes2
Terraform2

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How much does Ridgeline pay by technology?

Median stated pay of the postings that name each technology, against the median of all Ridgeline postings with stated pay: $210k across 47 postings.

TechnologyPostings with payMedianvs company median
AWS27$210k0%
Kotlin20$228k+9%
ChatGPT20$210k0%
Python15$225k+7%
Claude11$179k−15%
Azure10$191k−9%
TypeScript9$250k+19%
LLM9$248k+18%
GCP9$191k−9%
Java8$210k0%

How is the Ridgeline 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
Amazon AuroraAug 2026
DynamoDBAug 2026
AnthropicAug 2026
OpenAIAug 2026
Prompt EngineeringAug 2026
Human-in-the-LoopJul 2026
LLMJul 2026
Function CallingJul 2026
Rising
TypeScript21% → 35%
Amazon Aurora0% → 12%
DynamoDB0% → 12%
Amazon S35% → 15%
Falling
Claude Code42% → 15%
Cursor32% → 12%
Snowflake16% → 0%
Python42% → 27%
Claude37% → 23%
GitHub16% → 4%
JavaScript26% → 15%
Copilot21% → 12%

How modern is the Ridgeline stack?

Cutting-edge AI adopter 82/100

Ridgeline scores 82 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: 4; legacy ones: 0.

How common is the Ridgeline stack in its industry?

Share of the 3,115 companies in the same industries, whose stack Alion knows, that use each technology.

AWS44%
Kotlin10%
ChatGPT13%
Python57%
Claude23%
TypeScript36%
Azure36%
GCP27%
Java28%
JavaScript46%

What sets Ridgeline apart

Amazon Aurora4%
MuleSoft3%

Questions about the Ridgeline tech stack

What programming languages does Ridgeline use?

The languages named in Ridgeline job postings are Kotlin (44%), Python (29%), TypeScript (24%), JavaScript (16%), Java (16%), as a share of the 55 postings of the last 12 months.

Does Ridgeline use React.js?

Yes. React.js is named in 6 of 55 job postings (11%) and required in 6 of them.

What cloud and platforms does Ridgeline use?

The cloud and platforms named in Ridgeline job postings are AWS (34), Azure (10), GCP (9) (postings in brackets).

What skills do you need for a Backend job at Ridgeline?

Backend postings at Ridgeline most often require AWS (10), Kotlin (9), Azure (7), Claude Code (7), out of 13 postings in the last 12 months.

Is the Ridgeline tech stack changing?

Yes. Amazon Aurora, DynamoDB, Anthropic, OpenAI first appeared in Ridgeline job postings in the last six months.

How modern is the Ridgeline tech stack?

Ridgeline scores 82 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: 4; legacy ones: 0.

How does Alion know the Ridgeline tech stack?

Alion reads every job posting Ridgeline publishes and tags the technologies each one names. The figures on this page count the 55 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, "Ridgeline tech stack: 113 technologies from 55 job postings", as of Nov 12, 2026. https://alion.io/company/ridgeline/technologies

Licence: CC BY-SA 4.0JSON