Red Ventures
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Red Ventures tech stack

Red Ventures builds mostly with Python, SQL, TypeScript, JavaScript. Its stack also includes AWS, Databricks, React.js, Next.js. Python is named in 23 of the 58 job postings Red Ventures published in the last 12 months (40%). Counted by Alion from the job postings of Red Ventures, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
110
Postings analysed
58
Open now
27
Modernity
85 /100
New in 6 months
8

What programming languages does Red Ventures use?

Python is named in 40% of job postings at Red Ventures, followed by SQL (34%), TypeScript (17%), JavaScript (17%).

Python 23 40% required in 96% · 16 open now · since Jan 2026
SQL 20 34% required in 95% · 12 open now · since Jan 2026
TypeScript 10 17% required in 90% · 4 open now · since Jul 2025
JavaScript 10 17% required in 10% · 6 open now · since Jul 2025
Node JS 3 5% required in 100% · 2 open now · since Jul 2025
Go 1 2% required in 100% · 1 open now · since Aug 2026
PowerShell 1 2% optional · since Sep 2026

What frameworks and libraries does Red Ventures use?

React.js is named in 14% of job postings at Red Ventures, followed by Next.js (12%), LangChain (9%), LangGraph (5%).

React.js 8 14% required in 50% · 4 open now · since Jul 2025
Next.js 7 12% required in 71% · 4 open now · since Jul 2025
LangChain 5 9% required in 60% · 3 open now · since May 2026
LangGraph 3 5% required in 100% · 2 open now · since May 2026
Mastra 2 3% required in 100% · since May 2026
OpenAI Agents SDK 2 3% required in 100% · 1 open now · since May 2026
React Native 2 3% required in 100% · 2 open now · since Aug 2026
Tailwind CSS 2 3% required in 100% · since Jul 2025
Show all (13)
shadcn/ui2
Radix UI2
OpenTelemetry1
Pandas1
pgvector1

What databases does Red Ventures use?

DynamoDB is named in 3% of job postings at Red Ventures, followed by Delta Lake (2%), MySQL (2%), Pinecone (2%).

DynamoDB 2 3% required in 100% · 2 open now · since Jul 2025
Delta Lake 1 2% required in 100% · 1 open now · since Sep 2026
MySQL 1 2% required in 100% · since Aug 2026
Pinecone 1 2% required in 100% · since Aug 2026
Snowflake 1 2% required in 100% · 1 open now · since Jul 2026
Weaviate 1 2% required in 100% · since Aug 2026
PostgreSQL 1 2% optional · since Aug 2026
Redis 1 2% optional · 1 open now · since Nov 2026

What cloud and platforms does Red Ventures use?

AWS is named in 28% of job postings at Red Ventures, followed by Databricks (14%), OpenAI (10%), Tableau (10%).

AWS 16 28% required in 100% · 8 open now · since Jul 2025
Databricks 8 14% required in 100% · 7 open now · since Jul 2026
OpenAI 6 10% required in 100% · 4 open now · since May 2026
Tableau 6 10% required in 100% · 3 open now · since Jun 2026
AWS Lambda 3 5% required in 100% · 2 open now · since Jul 2025
Amazon ECS 3 5% required in 100% · 2 open now · since May 2026
Anthropic 3 5% required in 100% · 3 open now · since Oct 2026
GCP 3 5% required in 100% · 2 open now · since Sep 2026
Show all (38)
GitHub3
Looker3
New Relic3
SIEM3
AWS Bedrock AgentCore2
Amazon CloudWatch2
Amazon S32
Azure2
Braze2
Figma2
GitHub Actions2
MLFlow2
Prisma Cloud2
Replit2
Snyk2
Twilio2
Wiz2
API Gateway1
AWS Bedrock1
AWS Fargate1
Datadog1
LangSmith1
Okta1
Power BI1
Windows1
Apache Kafka1
Kubernetes1
LiveKit1
Spark1
UserTesting1

What developer tools does Red Ventures use?

Claude Code is named in 14% of job postings at Red Ventures, followed by Cursor (14%), Terraform (12%), OpenAI Codex (10%).

Claude Code 8 14% required in 100% · 2 open now · since May 2026
Cursor 8 14% required in 100% · 2 open now · since Jul 2026
Terraform 7 12% required in 86% · 5 open now · since Jul 2025
OpenAI Codex 6 10% required in 100% · 1 open now · since Jul 2026
Copilot 4 7% required in 100% · 1 open now · since Jul 2026
Lovable 2 3% required in 100% · since Jul 2026
Microsoft Excel 2 3% required in 100% · 1 open now · since Jul 2026
Rest API 2 3% required in 100% · 1 open now · since May 2026
Show all (17)
Windsurf2
AWS CDK2
Canva1
CircleCI1
DaVinci Resolve1
GraphQL1
Model Context Protocol1
pySpark1
WebSockets1

What AI and ML technologies does Red Ventures use?

Claude is named in 21% of job postings at Red Ventures, followed by LLM (21%), ChatGPT (7%), Gemini (5%).

Claude 12 21% required in 100% · 6 open now · since May 2026
LLM 12 21% required in 100% · 5 open now · since May 2026
ChatGPT 4 7% required in 100% · 3 open now · since Jul 2026
Gemini 3 5% required in 100% · since May 2026
GPT-5 1 2% required in 100% · since Jul 2026

Which engineering practices does Red Ventures ask for?

AI Agents is named in 45% of job postings at Red Ventures, followed by Agentic Workflows (24%), CI/CD (24%), Machine Learning (14%).

AI Agents 26 45% required in 96% · 15 open now · since Jan 2026
Agentic Workflows 14 24% required in 100% · 9 open now · since Jun 2026
CI/CD 14 24% required in 93% · 5 open now · since Jul 2025
Machine Learning 8 14% required in 100% · 6 open now · since Jan 2026
IAM 4 7% required in 100% · 1 open now · since Jul 2026
A/B Testing 2 3% required in 100% · 1 open now · since Mar 2026
LLM Guardrails 2 3% required in 100% · 2 open now · since Nov 2026
NLP 2 3% required in 100% · 2 open now · since Sep 2026
Show all (22)
RAG2
Reinforcement Learning2
DHCP1
DNS1
Human-in-the-Loop1
LLMOps1
SLI/SLO/SLA1
Speech Recognition1
Text-to-Speech1
VPN1
Knowledge Graph1
Multimodal AI1
Recommender Systems1
Semantic Search1

What does each Red Ventures team work with?

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

Product

11 postings
Python9
SQL9
Claude4
LLM2

Leadership

9 postings
AWS5
Python3
Next.js2
React.js2
SQL2
Terraform2

Backend

6 postings
AWS5
TypeScript5
AWS Lambda3
Amazon ECS3
Cursor3
New Relic3

Marketing

5 postings
Braze2
Databricks2

Data Science

4 postings
AWS3
Claude Code3
Databricks3
OpenAI3
Python3
Claude2

Security

4 postings
SIEM3
AWS2
LLM2
Prisma Cloud2
Snyk2
Terraform2

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How much does Red Ventures pay by technology?

Median stated pay of the postings that name each technology, against the median of all Red Ventures postings with stated pay: $200k across 53 postings.

TechnologyPostings with payMedianvs company median
SQL19$160k−20%
Python18$200k0%
AWS14$205k+3%
LLM11$200k0%
Claude11$190k−5%
TypeScript8$203k+1%
JavaScript8$195k−2%
React.js6$210k+5%
Databricks6$188k−6%
Next.js5$210k+5%

How is the Red Ventures 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
LLM GuardrailsNov 2026
AnthropicOct 2026
TwilioOct 2026
AzureSep 2026
NLPSep 2026
Reinforcement LearningSep 2026
GCPSep 2026
GitHub ActionsAug 2026
Rising
AWS13% → 35%
Python30% → 48%
Agentic Workflows17% → 32%
Terraform4% → 19%
JavaScript9% → 23%
Databricks9% → 19%
Anthropic0% → 10%
GCP0% → 10%
Falling
Cursor22% → 10%
OpenAI Codex17% → 6%
Tableau17% → 6%
Claude Code17% → 10%

How modern is the Red Ventures stack?

Cutting-edge AI adopter 85/100

Red Ventures 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: 5; legacy ones: 0.

How common is the Red Ventures stack in its industry?

Share of the 3,383 companies in the same industries, whose stack Alion knows, that use each technology.

Python25%
SQL24%
AWS18%
Claude17%
LLM14%
JavaScript30%
TypeScript17%
Databricks3%
React.js16%
Next.js7%

What sets Red Ventures apart

Databricks3%
LangChain4%
AWS Lambda3%
Amazon ECS3%
Anthropic3%
LangGraph3%
New Relic1%
SIEM2%

Questions about the Red Ventures tech stack

What programming languages does Red Ventures use?

The languages named in Red Ventures job postings are Python (40%), SQL (34%), TypeScript (17%), JavaScript (17%), Node JS (5%), as a share of the 58 postings of the last 12 months.

Does Red Ventures use React.js?

Yes. React.js is named in 8 of 58 job postings (14%) and required in 4 of them.

What cloud and platforms does Red Ventures use?

The cloud and platforms named in Red Ventures job postings are AWS (16), Databricks (8), OpenAI (6) (postings in brackets).

What skills do you need for a Product job at Red Ventures?

Product postings at Red Ventures most often require Python (9), SQL (9), Claude (4), LLM (2), out of 11 postings in the last 12 months.

Is the Red Ventures tech stack changing?

Yes. LLM Guardrails, Anthropic, Twilio, Azure first appeared in Red Ventures job postings in the last six months.

How modern is the Red Ventures tech stack?

Red Ventures 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: 5; legacy ones: 0.

How does Alion know the Red Ventures tech stack?

Alion reads every job posting Red Ventures publishes and tags the technologies each one names. The figures on this page count the 58 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, "Red Ventures tech stack: 110 technologies from 58 job postings", as of Nov 12, 2026. https://alion.io/company/red-ventures/technologies

Licence: CC BY-SA 4.0JSON