Genentech tech stack

Genentech builds mostly with Python, SAS, TypeScript. Its stack also includes AWS, GCP, PyTorch, TensorFlow. Python is named in 5 of the 17 job postings Genentech published in the last 12 months (29%). Counted by Alion from the job postings of Genentech, updated Oct 23, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 23, 2026
Technologies in use
50
Postings analysed
17
Open now
17
Modernity
73 /100

What programming languages does Genentech use?

Python is named in 29% of job postings at Genentech, followed by SAS (6%), TypeScript (6%).

Python 5 29% required in 100% · 5 open now · since Oct 2026
SAS 1 6% required in 100% · 1 open now · since Oct 2026
TypeScript 1 6% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does Genentech use?

PyTorch is named in 18% of job postings at Genentech, followed by TensorFlow (12%), CUDA (6%), Django (6%).

PyTorch 3 18% required in 100% · 3 open now · since Oct 2026
TensorFlow 2 12% required in 100% · 2 open now · since Oct 2026
CUDA 1 6% required in 100% · 1 open now · since Oct 2026
Django 1 6% required in 100% · 1 open now · since Oct 2026
Flask 1 6% required in 100% · 1 open now · since Oct 2026
JAX 1 6% required in 100% · 1 open now · since Oct 2026
LangChain 1 6% required in 100% · 1 open now · since Oct 2026
LangGraph 1 6% required in 100% · 1 open now · since Oct 2026
Show all (15)
OpenCV1
Scikit-learn1
Segment Anything1
Torchvision1
Transformers1
XGBoost1
scikit-image1

What cloud and platforms does Genentech use?

AWS is named in 18% of job postings at Genentech, followed by GCP (18%), Kubernetes (12%), AWS Bedrock AgentCore (6%).

AWS 3 18% required in 100% · 3 open now · since Oct 2026
GCP 3 18% required in 100% · 3 open now · since Oct 2026
Kubernetes 2 12% required in 100% · 2 open now · since Oct 2026
AWS Bedrock AgentCore 1 6% required in 100% · 1 open now · since Oct 2026
Apollo 1 6% required in 100% · 1 open now · since Oct 2026
GitHub 1 6% required in 100% · 1 open now · since Oct 2026

What developer tools does Genentech use?

A2A is named in 6% of job postings at Genentech, followed by Benchling (6%), Model Context Protocol (6%), Veeva (6%).

A2A 1 6% required in 100% · 1 open now · since Oct 2026
Benchling 1 6% required in 100% · 1 open now · since Oct 2026
Model Context Protocol 1 6% required in 100% · 1 open now · since Oct 2026
Veeva 1 6% required in 100% · 1 open now · since Oct 2026

What AI and ML technologies does Genentech use?

LLM is named in 12% of job postings at Genentech.

LLM 2 12% required in 100% · 2 open now · since Oct 2026

Which engineering practices does Genentech ask for?

Machine Learning is named in 35% of job postings at Genentech, followed by GMP (24%), Multimodal AI (18%), AI Agents (18%).

Machine Learning 6 35% required in 100% · 6 open now · since Oct 2026
GMP 4 24% required in 100% · 4 open now · since Oct 2026
Multimodal AI 3 18% required in 100% · 3 open now · since Oct 2026
AI Agents 3 18% required in 67% · 3 open now · since Oct 2026
CI/CD 2 12% required in 100% · 2 open now · since Oct 2026
Cell Culture 2 12% required in 100% · 2 open now · since Oct 2026
Good Clinical Practice 2 12% required in 100% · 2 open now · since Oct 2026
Human-in-the-Loop 2 12% required in 100% · 2 open now · since Oct 2026
Show all (21)
Agentic Workflows1
Bioreactors1
Computer Vision1
Diffusion Models1
EU MDR1
Fine-tuning1
Function Calling1
HPLC1
LLM Guardrails1
Mass Spectrometry1
Multi-Agent Systems1
RAG1
Structured Outputs1

What does each Genentech team work with?

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

AI/ML

3 postings
AWS2
Kubernetes2
PyTorch2

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How modern is the Genentech stack?

Modern AI adopter 73/100

Genentech 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 Genentech stack in its industry?

Share of the 1,589 companies in the same industries, whose stack Alion knows, that use each technology.

Python29%
AWS20%
GCP15%
PyTorch5%
Kubernetes13%
LLM13%
TensorFlow3%
AWS Bedrock AgentCore0%
Apollo0%
CUDA1%

Questions about the Genentech tech stack

What programming languages does Genentech use?

The languages named in Genentech job postings are Python (29%), SAS (6%), TypeScript (6%), as a share of the 17 postings of the last 12 months.

Does Genentech use PyTorch?

Yes. PyTorch is named in 3 of 17 job postings (18%) and required in 3 of them.

What cloud and platforms does Genentech use?

The cloud and platforms named in Genentech job postings are AWS (3), GCP (3), Kubernetes (2) (postings in brackets).

What skills do you need for a AI/ML job at Genentech?

AI/ML postings at Genentech most often require AWS (2), Kubernetes (2), PyTorch (2), out of 3 postings in the last 12 months.

Is the Genentech tech stack changing?

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

How modern is the Genentech tech stack?

Genentech 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 Genentech tech stack?

Alion reads every job posting Genentech publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Oct 23, 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, "Genentech tech stack: 50 technologies from 17 job postings", as of Oct 23, 2026. https://alion.io/company/gene-com/technologies

Licence: CC BY-SA 4.0JSON