Zingly tech stack

Zingly builds mostly with Go, Python, Rust, TypeScript. Its stack also includes AWS, Arize Phoenix, PostgreSQL, LangChain. Go is named in 2 of the 3 job postings Zingly published in the last 12 months (67%). Counted by Alion from the job postings of Zingly, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
62
Postings analysed
3
Open now
3
Modernity
73 /100

What programming languages does Zingly use?

Go is named in 67% of job postings at Zingly, followed by Python (67%), Rust (67%), TypeScript (67%).

Go 2 67% required in 100% · 2 open now · since Sep 2026
Python 2 67% required in 100% · 2 open now · since Sep 2026
Rust 2 67% required in 100% · 2 open now · since Sep 2026
TypeScript 2 67% required in 100% · 2 open now · since Sep 2026
Java 1 33% required in 100% · 1 open now · since Sep 2026
JavaScript 1 33% required in 100% · 1 open now · since Sep 2026

What frameworks and libraries does Zingly use?

LangChain is named in 67% of job postings at Zingly, followed by LangGraph (67%), LlamaIndex (67%), OpenAI Agents SDK (67%).

LangChain 2 67% required in 100% · 2 open now · since Sep 2026
LangGraph 2 67% required in 100% · 2 open now · since Sep 2026
LlamaIndex 2 67% required in 100% · 2 open now · since Sep 2026
OpenAI Agents SDK 2 67% required in 100% · 2 open now · since Sep 2026
AutoGen 1 33% required in 100% · 1 open now · since Sep 2026
OpenTelemetry 1 33% required in 100% · 1 open now · since Sep 2026
pgvector 1 33% required in 100% · 1 open now · since Sep 2026

What databases does Zingly use?

PostgreSQL is named in 67% of job postings at Zingly, followed by ElasticSearch (33%), OpenSearch (33%), Pinecone (33%).

PostgreSQL 2 67% required in 50% · 2 open now · since Sep 2026
ElasticSearch 1 33% required in 100% · 1 open now · since Sep 2026
OpenSearch 1 33% required in 100% · 1 open now · since Sep 2026
Pinecone 1 33% required in 100% · 1 open now · since Sep 2026
Redis 1 33% required in 100% · 1 open now · since Sep 2026
Weaviate 1 33% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Zingly use?

AWS is named in 67% of job postings at Zingly, followed by Arize Phoenix (67%), Azure (67%), Deepgram (67%).

AWS 2 67% required in 100% · 2 open now · since Sep 2026
Arize Phoenix 2 67% required in 100% · 2 open now · since Sep 2026
Azure 2 67% required in 100% · 2 open now · since Sep 2026
Deepgram 2 67% required in 100% · 2 open now · since Sep 2026
ElevenLabs 2 67% required in 100% · 2 open now · since Sep 2026
GCP 2 67% required in 100% · 2 open now · since Sep 2026
LangSmith 2 67% required in 100% · 2 open now · since Sep 2026
LiveKit 2 67% required in 100% · 2 open now · since Sep 2026
Show all (13)
Twilio2
Anthropic1
Kubernetes1
OpenAI1
Weights & Biases1

What developer tools does Zingly use?

Braintrust is named in 67% of job postings at Zingly, followed by Claude Code (67%), Copilot (67%), Cursor (67%).

Braintrust 2 67% required in 100% · 2 open now · since Sep 2026
Claude Code 2 67% required in 100% · 2 open now · since Sep 2026
Copilot 2 67% required in 100% · 2 open now · since Sep 2026
Cursor 2 67% required in 100% · 2 open now · since Sep 2026
Google ADK 2 67% required in 100% · 2 open now · since Sep 2026
Model Context Protocol 2 67% required in 100% · 2 open now · since Sep 2026
OpenAI Codex 2 67% required in 100% · 2 open now · since Sep 2026
WebRTC 2 67% required in 100% · 2 open now · since Sep 2026
Show all (14)
WebSockets2
A2A1
Docker1
Rest API1
Semantic Kernel1
Terraform1

What AI and ML technologies does Zingly use?

LLM is named in 67% of job postings at Zingly.

LLM 2 67% required in 100% · 2 open now · since Sep 2026

Which engineering practices does Zingly ask for?

CI/CD is named in 100% of job postings at Zingly, followed by RAG (100%), AI Agents (67%), Function Calling (67%).

CI/CD 3 100% required in 100% · 3 open now · since Sep 2026
RAG 3 100% required in 100% · 3 open now · since Sep 2026
AI Agents 2 67% required in 100% · 2 open now · since Sep 2026
Function Calling 2 67% required in 100% · 2 open now · since Sep 2026
Hybrid Search 2 67% required in 100% · 2 open now · since Sep 2026
Text-to-Speech 2 67% required in 100% · 2 open now · since Sep 2026
Tool Use 2 67% required in 100% · 2 open now · since Sep 2026
Embeddings 1 33% required in 100% · 1 open now · since Sep 2026
Show all (15)
GraphRAG1
Multi-Agent Systems1
Prompt Engineering1
Reranking1
Structured Outputs1
Human-in-the-Loop1
LLM Guardrails1

How does your stack fit Zingly?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How modern is the Zingly stack?

Modern AI adopter 73/100

Zingly scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How common is the Zingly stack in its industry?

Share of the 2,277 companies in the same industries, whose stack Alion knows, that use each technology.

AWS47%
Arize Phoenix1%
Azure36%
Deepgram0%
ElevenLabs1%
GCP34%
Go17%
LLM38%
LangChain16%
LangGraph11%

Questions about the Zingly tech stack

What programming languages does Zingly use?

The languages named in Zingly job postings are Go (67%), Python (67%), Rust (67%), TypeScript (67%), Java (33%), as a share of the 3 postings of the last 12 months.

Does Zingly use LangChain?

Yes. LangChain is named in 2 of 3 job postings (67%) and required in 2 of them.

What cloud and platforms does Zingly use?

The cloud and platforms named in Zingly job postings are AWS (2), Arize Phoenix (2), Azure (2) (postings in brackets).

Is the Zingly tech stack changing?

No new technology has appeared in Zingly job postings in the last six months.

How modern is the Zingly tech stack?

Zingly scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How does Alion know the Zingly tech stack?

Alion reads every job posting Zingly publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Sep 30, 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, "Zingly tech stack: 62 technologies from 3 job postings", as of Sep 30, 2026. https://alion.io/company/zingly/technologies

Licence: CC BY-SA 4.0JSON