Ginkgo Bioworks tech stack

Ginkgo Bioworks builds mostly with Python, TypeScript, C#, JavaScript. Its stack also includes Kubernetes, AWS, PostgreSQL, React.js. Python is named in 10 of the 14 job postings Ginkgo Bioworks published in the last 12 months (71%). Counted by Alion from the job postings of Ginkgo Bioworks, updated Oct 16, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 16, 2026
Technologies in use
42
Postings analysed
14
Open now
13
Modernity
92 /100
New in 6 months
8

What programming languages does Ginkgo Bioworks use?

Python is named in 71% of job postings at Ginkgo Bioworks, followed by TypeScript (21%), C# (14%), JavaScript (14%).

Python 10 71% required in 80% · 10 open now · since Jan 2026
TypeScript 3 21% required in 100% · 3 open now · since Feb 2026
C# 2 14% required in 100% · 2 open now · since Jun 2026
JavaScript 2 14% required in 50% · 2 open now · since Feb 2026

What frameworks and libraries does Ginkgo Bioworks use?

React.js is named in 14% of job postings at Ginkgo Bioworks, followed by LangChain (14%).

React.js 2 14% required in 100% · 2 open now · since Feb 2026
LangChain 2 14% optional · 2 open now · since Jun 2026

What databases does Ginkgo Bioworks use?

PostgreSQL is named in 14% of job postings at Ginkgo Bioworks, followed by BigQuery (7%), ClickHouse (7%), Google BigQuery (7%).

PostgreSQL 2 14% optional · 2 open now · since Jun 2026
BigQuery 1 7% optional · 1 open now · since Jun 2026
ClickHouse 1 7% optional · 1 open now · since Jun 2026
Google BigQuery 1 7% optional · 1 open now · since Jun 2026
Snowflake 1 7% optional · 1 open now · since Jun 2026

What cloud and platforms does Ginkgo Bioworks use?

Kubernetes is named in 21% of job postings at Ginkgo Bioworks, followed by AWS (21%), .NET (14%), Apache Kafka (14%).

Kubernetes 3 21% required in 100% · 3 open now · since Feb 2026
AWS 3 21% required in 33% · 3 open now · since Feb 2026
.NET 2 14% required in 100% · 2 open now · since Jun 2026
Apache Kafka 2 14% optional · 2 open now · since Jun 2026
Azure 2 14% optional · 2 open now · since Jun 2026
GCP 2 14% optional · 2 open now · since Jun 2026
Perplexity 1 7% required in 100% · 1 open now · since Jul 2026
GitHub 1 7% optional · 1 open now · since Jul 2026
Show all (9)
Windows1

What developer tools does Ginkgo Bioworks use?

Rest API is named in 21% of job postings at Ginkgo Bioworks, followed by Git (21%), SolidWorks (14%), Model Context Protocol (14%).

Rest API 3 21% required in 100% · 3 open now · since Feb 2026
Git 3 21% optional · 3 open now · since Jun 2026
SolidWorks 2 14% required in 50% · 1 open now · since Jun 2026
Model Context Protocol 2 14% optional · 2 open now · since Jun 2026
OPC UA 2 14% optional · 2 open now · since Jun 2026
Copilot 1 7% required in 100% · 1 open now · since Feb 2026
Cursor 1 7% required in 100% · 1 open now · since Feb 2026
Docker 1 7% required in 100% · 1 open now · since Feb 2026
Show all (9)
GraphQL1

What AI and ML technologies does Ginkgo Bioworks use?

LLM is named in 36% of job postings at Ginkgo Bioworks, followed by ChatGPT (7%), Claude (7%).

LLM 5 36% required in 60% · 5 open now · since Jan 2026
ChatGPT 1 7% required in 100% · 1 open now · since Jul 2026
Claude 1 7% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Ginkgo Bioworks ask for?

AI Agents is named in 29% of job postings at Ginkgo Bioworks, followed by CI/CD (29%), Agentic Workflows (14%), LLM Evaluation (14%).

AI Agents 4 29% required in 75% · 4 open now · since Jun 2026
CI/CD 4 29% required in 75% · 4 open now · since Feb 2026
Agentic Workflows 2 14% required in 100% · 2 open now · since Jun 2026
LLM Evaluation 2 14% required in 100% · 2 open now · since Jun 2026
TCP/IP 2 14% required in 50% · 2 open now · since Jun 2026
Function Calling 2 14% optional · 2 open now · since Jun 2026
Tool Use 2 14% optional · 2 open now · since Jun 2026
Path Planning 1 7% required in 100% · 1 open now · since Jul 2026
Show all (10)
SLI/SLO/SLA1
Embeddings1

What does each Ginkgo Bioworks team work with?

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

Backend

5 postings
Python5
Kubernetes3
Rest API3
TypeScript3
.NET2
C#2

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How much does Ginkgo Bioworks pay by technology?

Median stated pay of the postings that name each technology, against the median of all Ginkgo Bioworks postings with stated pay: $160k across 11 postings.

TechnologyPostings with payMedianvs company median
Python8$162k+2%
LLM5$120k−25%

How is the Ginkgo Bioworks 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
SolidWorksJun 2026
AI AgentsJun 2026
GitJun 2026
.NETJun 2026
Agentic WorkflowsJun 2026
C#Jun 2026
LLM EvaluationJun 2026
TCP/IPJun 2026

How modern is the Ginkgo Bioworks stack?

Cutting-edge AI adopter 92/100

Ginkgo Bioworks scores 92 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: 3; legacy ones: 0.

How common is the Ginkgo Bioworks stack in its industry?

Share of the 152 companies in the same industries, whose stack Alion knows, that use each technology.

Python37%
LLM10%
AWS20%
Kubernetes7%
TypeScript13%
.NET4%
Apache Kafka2%
Azure18%
C#7%
GCP22%

Questions about the Ginkgo Bioworks tech stack

What programming languages does Ginkgo Bioworks use?

The languages named in Ginkgo Bioworks job postings are Python (71%), TypeScript (21%), C# (14%), JavaScript (14%), as a share of the 14 postings of the last 12 months.

Does Ginkgo Bioworks use React.js?

Yes. React.js is named in 2 of 14 job postings (14%) and required in 2 of them.

What cloud and platforms does Ginkgo Bioworks use?

The cloud and platforms named in Ginkgo Bioworks job postings are Kubernetes (3), AWS (3), .NET (2) (postings in brackets).

What skills do you need for a Backend job at Ginkgo Bioworks?

Backend postings at Ginkgo Bioworks most often require Python (5), Kubernetes (3), Rest API (3), TypeScript (3), out of 5 postings in the last 12 months.

Is the Ginkgo Bioworks tech stack changing?

Yes. SolidWorks, AI Agents, Git, .NET first appeared in Ginkgo Bioworks job postings in the last six months.

How modern is the Ginkgo Bioworks tech stack?

Ginkgo Bioworks scores 92 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: 3; legacy ones: 0.

How does Alion know the Ginkgo Bioworks tech stack?

Alion reads every job posting Ginkgo Bioworks publishes and tags the technologies each one names. The figures on this page count the 14 postings of the last 12 months and were updated on Oct 16, 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, "Ginkgo Bioworks tech stack: 42 technologies from 14 job postings", as of Oct 16, 2026. https://alion.io/company/ginkgo-bioworks/technologies

Licence: CC BY-SA 4.0JSON