Givzey tech stack

Givzey builds mostly with Python, SQL. Its stack also includes AWS, AWS Bedrock, OpenSearch, PostgreSQL. Python is named in 2 of the 9 job postings Givzey published in the last 12 months (22%). Counted by Alion from the job postings of Givzey, updated Sep 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 29, 2026
Technologies in use
52
Postings analysed
9
Open now
9
Modernity
74 /100
New in 6 months
6

What programming languages does Givzey use?

Python is named in 22% of job postings at Givzey, followed by SQL (22%).

Python 2 22% required in 100% · 2 open now · since May 2025
SQL 2 22% required in 50% · 2 open now · since May 2025

What frameworks and libraries does Givzey use?

DSPy is named in 11% of job postings at Givzey, followed by Dagster (11%), FAISS (11%), LangChain (11%).

DSPy 1 11% optional · 1 open now · since Aug 2026
Dagster 1 11% optional · 1 open now · since Jul 2026
FAISS 1 11% optional · 1 open now · since Aug 2026
LangChain 1 11% optional · 1 open now · since Aug 2026
LangGraph 1 11% optional · 1 open now · since Aug 2026
OpenTelemetry 1 11% optional · 1 open now · since Aug 2026
pgvector 1 11% optional · 1 open now · since Aug 2026

What databases does Givzey use?

OpenSearch is named in 22% of job postings at Givzey, followed by PostgreSQL (22%), DynamoDB (11%), Pinecone (11%).

OpenSearch 2 22% required in 50% · 2 open now · since Jul 2026
PostgreSQL 2 22% optional · 2 open now · since Jun 2025
DynamoDB 1 11% optional · 1 open now · since Aug 2026
Pinecone 1 11% optional · 1 open now · since Aug 2026
Redis 1 11% optional · 1 open now · since Jul 2026
Weaviate 1 11% optional · 1 open now · since Aug 2026

What cloud and platforms does Givzey use?

AWS is named in 22% of job postings at Givzey, followed by AWS Bedrock (22%), AWS Lambda (22%), Amazon S3 (22%).

AWS 2 22% required in 100% · 2 open now · since May 2025
AWS Bedrock 2 22% required in 100% · 2 open now · since Jul 2026
AWS Lambda 2 22% required in 50% · 2 open now · since May 2025
Amazon S3 2 22% required in 50% · 2 open now · since Jul 2026
AWS Bedrock AgentCore 1 11% required in 100% · 1 open now · since Aug 2026
Amazon CloudWatch 1 11% required in 100% · 1 open now · since Jul 2026
Amazon ECS 1 11% required in 100% · 1 open now · since Jul 2026
Amazon SageMaker 1 11% required in 100% · 1 open now · since Jul 2026
Show all (15)
GitHub Actions1
AWS Step Functions1
Amazon EventBridge1
Arize Phoenix1
LangSmith1
New Relic1
Weights & Biases1

What developer tools does Givzey use?

Canva is named in 44% of job postings at Givzey, followed by CloudFormation (11%), Docker (11%), Git (11%).

Canva 4 44% optional · 4 open now · since Sep 2026
CloudFormation 1 11% required in 100% · 1 open now · since Jul 2026
Docker 1 11% required in 100% · 1 open now · since Jul 2026
Git 1 11% required in 100% · 1 open now · since Aug 2026
Pulumi 1 11% required in 100% · 1 open now · since Jul 2026
Terraform 1 11% required in 100% · 1 open now · since Jul 2026
Helicone 1 11% optional · 1 open now · since Aug 2026
Semantic Kernel 1 11% optional · 1 open now · since Aug 2026

What AI and ML technologies does Givzey use?

LLM is named in 11% of job postings at Givzey.

LLM 1 11% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Givzey ask for?

Human-in-the-Loop is named in 33% of job postings at Givzey, followed by CI/CD (22%), RAG (22%), AI Agents (11%).

Human-in-the-Loop 3 33% required in 100% · 3 open now · since Aug 2026
CI/CD 2 22% required in 100% · 2 open now · since May 2025
RAG 2 22% required in 100% · 2 open now · since Jul 2026
AI Agents 1 11% required in 100% · 1 open now · since Aug 2026
Agentic Workflows 1 11% required in 100% · 1 open now · since Aug 2026
Embeddings 1 11% required in 100% · 1 open now · since Aug 2026
Hallucination 1 11% required in 100% · 1 open now · since Aug 2026
IAM 1 11% required in 100% · 1 open now · since Jul 2026
Show all (13)
LLM Guardrails1
Structured Outputs1
Tool Use1
LLMOps1
Machine Learning1

How does your stack fit Givzey?

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How is the Givzey 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
CanvaSep 2026
Human-in-the-LoopAug 2026
AWS BedrockJul 2026
RAGJul 2026
Amazon S3Jul 2026
OpenSearchJul 2026

How modern is the Givzey stack?

Modern AI adopter 74/100

Givzey scores 74 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 Givzey stack in its industry?

Share of the 3,658 companies in the same industries, whose stack Alion knows, that use each technology.

AWS38%
AWS Bedrock5%
AWS Lambda8%
Amazon S310%
OpenSearch4%
PostgreSQL26%
Python50%
SQL41%
AWS Bedrock AgentCore1%
AWS Step Functions2%

Questions about the Givzey tech stack

What programming languages does Givzey use?

The languages named in Givzey job postings are Python (22%), SQL (22%), as a share of the 9 postings of the last 12 months.

Does Givzey use AWS?

Yes. AWS is named in 2 of 9 job postings (22%) and required in 2 of them.

What cloud and platforms does Givzey use?

The cloud and platforms named in Givzey job postings are AWS (2), AWS Bedrock (2), AWS Lambda (2) (postings in brackets).

Is the Givzey tech stack changing?

Yes. Canva, Human-in-the-Loop, AWS Bedrock, RAG first appeared in Givzey job postings in the last six months.

How modern is the Givzey tech stack?

Givzey scores 74 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 Givzey tech stack?

Alion reads every job posting Givzey publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Sep 29, 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, "Givzey tech stack: 52 technologies from 9 job postings", as of Sep 29, 2026. https://alion.io/company/givzey/technologies

Licence: CC BY-SA 4.0JSON