PagerDuty
Incident Response · Observability & APM

PagerDuty tech stack

PagerDuty builds mostly with Go, Ruby, Python, SQL. Its stack also includes Cloudflare, Tableau, Snowflake, LangChain. Cloudflare is named in 82 of the 85 job postings PagerDuty published in the last 12 months (96%). Counted by Alion from the job postings of PagerDuty, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
104
Postings analysed
85
Open now
38
Modernity
80 /100
New in 6 months
8

What programming languages does PagerDuty use?

Go is named in 19% of job postings at PagerDuty, followed by Ruby (11%), Python (9%), SQL (9%).

Go 16 19% required in 31% · 6 open now · since May 2026
Ruby 9 11% required in 100% · 4 open now · since Jul 2026
Python 8 9% required in 100% · 5 open now · since Aug 2026
SQL 8 9% required in 75% · 5 open now · since May 2026
Java 5 6% required in 100% · 2 open now · since Jul 2026
PHP 5 6% required in 100% · 2 open now · since Jul 2026
Perl 4 5% required in 100% · 2 open now · since Jul 2026
JavaScript 3 4% required in 100% · 2 open now · since Sep 2026
Show all (13)
PowerShell3
Apex1
Bash1
Elixir1
TypeScript1

What frameworks and libraries does PagerDuty use?

LangChain is named in 2% of job postings at PagerDuty, followed by LlamaIndex (2%), Lightning Web Components (1%), React.js (1%).

LangChain 2 2% optional · 1 open now · since Aug 2026
LlamaIndex 2 2% optional · 1 open now · since Aug 2026
Lightning Web Components 1 1% required in 100% · since Jun 2026
React.js 1 1% required in 100% · since Sep 2026
Visualforce 1 1% required in 100% · since Jun 2026

What databases does PagerDuty use?

Snowflake is named in 4% of job postings at PagerDuty, followed by Amazon Aurora (1%), MySQL (1%).

Snowflake 3 4% required in 33% · 2 open now · since Aug 2026
Amazon Aurora 1 1% optional · since Sep 2026
MySQL 1 1% optional · since Sep 2026

What cloud and platforms does PagerDuty use?

Cloudflare is named in 96% of job postings at PagerDuty, followed by Tableau (16%), Kubernetes (15%), Splunk (12%).

Cloudflare 82 96% required in 100% · 38 open now · since Mar 2026
Tableau 14 16% required in 71% · 10 open now · since Mar 2026
Kubernetes 13 15% required in 46% · 7 open now · since May 2026
Splunk 10 12% required in 20% · 6 open now · since Jul 2026
AWS 9 11% required in 78% · 3 open now · since Aug 2026
Azure 9 11% required in 67% · 3 open now · since Aug 2026
Linux 8 9% required in 100% · 4 open now · since Jul 2026
Looker 8 9% required in 88% · 7 open now · since Mar 2026
Show all (28)
New Relic8
GCP6
Amazon EKS4
Istio4
Datadog4
Microsoft Entra ID3
Apache Kafka3
Crowdstrike2
Power BI2
SIEM2
Windows2
Dynatrace2
Grafana2
Microsoft Defender for Cloud2
Sumo Logic2
Wiz2
Agentforce1
Figma1
Okta1
Buildkite1

What developer tools does PagerDuty use?

Terraform is named in 8% of job postings at PagerDuty, followed by Git (6%), Model Context Protocol (6%), Microsoft Excel (5%).

Terraform 7 8% required in 100% · 5 open now · since Sep 2026
Git 5 6% required in 100% · 3 open now · since Jun 2026
Model Context Protocol 5 6% required in 60% · 5 open now · since Oct 2026
Microsoft Excel 4 5% required in 100% · 2 open now · since Sep 2026
ArgoCD 4 5% required in 75% · 4 open now · since Oct 2026
Nagios 4 5% optional · 2 open now · since Jul 2026
Zabbix 4 5% optional · 2 open now · since Jul 2026
Pulumi 3 4% required in 100% · 3 open now · since Oct 2026
Show all (26)
Rest API3
Claude Code3
Chef2
CloudFormation2
Jenkins2
Kyverno2
Puppet2
Envoy2
Nginx2
Prometheus2
Adobe After Effects1
Adobe Photoshop1
GRR Rapid Response1
WordPress1
CircleCI1
Copilot1
Fivetran1
dbt1

What AI and ML technologies does PagerDuty use?

Claude is named in 15% of job postings at PagerDuty, followed by LLM (11%), ChatGPT (1%), Gemini (1%).

Claude 13 15% required in 69% · 7 open now · since Jun 2026
LLM 9 11% required in 56% · 6 open now · since May 2026
ChatGPT 1 1% optional · 1 open now · since Nov 2026
Gemini 1 1% optional · since Sep 2026

Which engineering practices does PagerDuty ask for?

AI Agents is named in 96% of job postings at PagerDuty, followed by Incident Management (20%), CI/CD (8%), AIOps (8%).

AI Agents 82 96% required in 100% · 38 open now · since Mar 2026
Incident Management 17 20% required in 71% · 9 open now · since Mar 2026
CI/CD 7 8% required in 100% · 6 open now · since Sep 2026
AIOps 7 8% required in 29% · 4 open now · since Jul 2026
Agentic Workflows 5 6% required in 100% · since Sep 2026
LLM Guardrails 5 6% required in 80% · 4 open now · since Aug 2026
GitOps 4 5% required in 100% · 4 open now · since Oct 2026
Machine Learning 4 5% required in 100% · since May 2026
Show all (25)
Progressive Delivery4
IAM4
Platform Engineering3
Anomaly Detection3
SLI/SLO/SLA3
DNS2
PKI2
Service Mesh2
RAG2
A/B Testing1
ETL/ELT1
SOAP1
EU AI Act1
Function Calling1
LLM Evaluation1
LLMOps1
NIST AI RMF1

What does each PagerDuty team work with?

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

Sales

18 postings
Cloudflare18
Claude2
Tableau2

Product

11 postings
Cloudflare11
Claude3

Marketing

10 postings
Cloudflare10
Tableau6
Looker5

Solutions

8 postings
Cloudflare8
ArgoCD3
Java3
LLM3
Linux3
Model Context Protocol3

Finance

4 postings
Cloudflare4
Microsoft Excel3

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How is the PagerDuty 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
ChefNov 2026
JenkinsNov 2026
PuppetNov 2026
DynatraceNov 2026
Model Context ProtocolOct 2026
PulumiOct 2026
SLI/SLO/SLAOct 2026
GitOpsOct 2026
Rising
AWS0% → 14%
Azure0% → 14%
Python0% → 13%
CI/CD0% → 11%
Terraform0% → 11%
Tableau7% → 17%
GCP0% → 10%
Agentic Workflows0% → 8%
Falling
Go33% → 17%
PHP13% → 5%
AIOps13% → 8%

How modern is the PagerDuty stack?

Cutting-edge AI adopter 80/100

PagerDuty scores 80 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 PagerDuty stack in its industry?

Share of the 185 companies in the same industries, whose stack Alion knows, that use each technology.

Cloudflare4%
Go24%
Tableau11%
Claude26%
Kubernetes48%
Splunk22%
AWS55%
Azure47%
LLM41%
Ruby10%

What sets PagerDuty apart

Cloudflare4%
Perl4%

PagerDuty products in its job postings

Postings at PagerDuty name its own products. They describe what the company makes, so they are left out of the stack above.

PagerDuty85

Questions about the PagerDuty tech stack

What programming languages does PagerDuty use?

The languages named in PagerDuty job postings are Go (19%), Ruby (11%), Python (9%), SQL (9%), Java (6%), as a share of the 85 postings of the last 12 months.

Does PagerDuty use Cloudflare?

Yes. Cloudflare is named in 82 of 85 job postings (96%) and required in 82 of them.

What cloud and platforms does PagerDuty use?

The cloud and platforms named in PagerDuty job postings are Cloudflare (82), Tableau (14), Kubernetes (13) (postings in brackets).

What skills do you need for a Sales job at PagerDuty?

Sales postings at PagerDuty most often require Cloudflare (18), Claude (2), Tableau (2), out of 18 postings in the last 12 months.

Is the PagerDuty tech stack changing?

Yes. Chef, Jenkins, Puppet, Dynatrace first appeared in PagerDuty job postings in the last six months.

How modern is the PagerDuty tech stack?

PagerDuty scores 80 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 PagerDuty tech stack?

Alion reads every job posting PagerDuty publishes and tags the technologies each one names. The figures on this page count the 85 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, "PagerDuty tech stack: 104 technologies from 85 job postings", as of Nov 12, 2026. https://alion.io/company/pagerduty/technologies

Licence: CC BY-SA 4.0JSON