Genscript
Cell & Gene Therapy · Synthetic Biology

Genscript tech stack

Genscript builds mostly with Python, Java, ABAP, C++. Its stack also includes LangChain, Transformers, Kubernetes, Postman. Python is named in 10 of the 52 job postings Genscript published in the last 12 months (19%). Counted by Alion from the job postings of Genscript, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
67
Postings analysed
52
Open now
29
Modernity
74 /100
New in 6 months
8

What programming languages does Genscript use?

Python is named in 19% of job postings at Genscript, followed by Java (10%), ABAP (8%), C++ (4%).

Python 10 19% required in 90% · 4 open now · since Mar 2026
Java 5 10% required in 100% · 3 open now · since Mar 2026
ABAP 4 8% optional · since Feb 2026
C++ 2 4% required in 100% · since Mar 2026
SQL 2 4% required in 100% · 1 open now · since Aug 2026
JavaScript 2 4% required in 50% · 1 open now · since Aug 2026

What frameworks and libraries does Genscript use?

LangChain is named in 8% of job postings at Genscript, followed by Transformers (6%), AutoGen (4%), CrewAI (4%).

LangChain 4 8% required in 50% · 2 open now · since May 2026
Transformers 3 6% required in 100% · since May 2026
AutoGen 2 4% required in 100% · since May 2026
CrewAI 2 4% required in 100% · since May 2026
LangGraph 2 4% required in 100% · 2 open now · since Sep 2026
LlamaIndex 2 4% required in 100% · since May 2026
Qt 2 4% required in 100% · since Mar 2026
Dask 1 2% required in 100% · since May 2026
Show all (12)
FAISS1
Flink1
NLTK1
spaCy1

What databases does Genscript use?

Chroma is named in 2% of job postings at Genscript, followed by Milvus (2%), Neo4j (2%), Oracle (2%).

Chroma 1 2% required in 100% · since May 2026
Milvus 1 2% required in 100% · since May 2026
Neo4j 1 2% required in 100% · since May 2026
Oracle 1 2% required in 100% · 1 open now · since Apr 2026
Weaviate 1 2% required in 100% · since May 2026

What cloud and platforms does Genscript use?

Kubernetes is named in 4% of job postings at Genscript, followed by Postman (4%), Hugging Face (2%), Spark (2%).

Kubernetes 2 4% required in 100% · since May 2026
Postman 2 4% required in 100% · 1 open now · since Aug 2026
Hugging Face 1 2% required in 100% · since May 2026
Spark 1 2% required in 100% · since May 2026
Windows 1 2% required in 100% · 1 open now · since Oct 2026

What developer tools does Genscript use?

Microsoft Excel is named in 8% of job postings at Genscript, followed by Docker (4%), Maven (4%), LIMS (4%).

Microsoft Excel 4 8% required in 75% · 2 open now · since Mar 2026
Docker 2 4% required in 100% · since May 2026
Maven 2 4% required in 100% · since Mar 2026
LIMS 2 4% required in 50% · 2 open now · since Jul 2025
AutoCAD 1 2% required in 100% · since Mar 2026
Git 1 2% required in 100% · since Apr 2026
Mandiant capa 1 2% required in 100% · since Apr 2026
Model Context Protocol 1 2% optional · 1 open now · since Sep 2026

What AI and ML technologies does Genscript use?

LLM is named in 6% of job postings at Genscript.

LLM 3 6% required in 100% · since May 2026

Which engineering practices does Genscript ask for?

HPLC is named in 23% of job postings at Genscript, followed by Western Blot (15%), GMP (13%), PCR (12%).

HPLC 12 23% required in 100% · 9 open now · since Jun 2025
Western Blot 8 15% required in 100% · 7 open now · since Jun 2025
GMP 7 13% required in 100% · 4 open now · since Apr 2026
PCR 6 12% required in 83% · 4 open now · since Jan 2026
Cell Culture 5 10% required in 100% · 5 open now · since Jul 2025
Chromatography 5 10% required in 100% · 4 open now · since Jan 2026
Mass Spectrometry 5 10% required in 80% · 3 open now · since Jun 2025
qPCR 5 10% required in 80% · 3 open now · since Jan 2026
Show all (30)
AI Agents4
Antibody Engineering4
ELISA4
Function Calling4
Prompt Engineering4
Flow Cytometry3
RAG3
DPO2
Multimodal AI2
RLHF2
Reinforcement Learning2
Knowledge Graph2
Next-Generation Sequencing2
TCP/IP2
Bioreactors1
CAPA1
CI/CD1
CRISPR1
Molecular Cloning1
NLP1
Reinforcement Learning1
Verification & Validation1

What does each Genscript team work with?

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

AI/ML

4 postings
Python4
LLM3
Transformers3
AutoGen2
CrewAI2
Docker2

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How much does Genscript pay by technology?

Median stated pay of the postings that name each technology, against the median of all Genscript postings with stated pay: $118k across 32 postings.

TechnologyPostings with payMedianvs company median
Python8$145k+23%
Java5$170k+45%

How is the Genscript 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
LangGraphSep 2026
ELISASep 2026
Flow CytometrySep 2026
Next-Generation SequencingAug 2026
TCP/IPAug 2026
PostmanAug 2026
SQLAug 2026
JavaScriptAug 2026
Not named for 6 months
LLMMay 2026
RAGMay 2026
TransformersMay 2026
AutoGenMay 2026
CrewAIMay 2026
DPOMay 2026
DockerMay 2026
KubernetesMay 2026

How modern is the Genscript stack?

Modern AI adopter 74/100

Genscript 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 Genscript stack in its industry?

Share of the 296 companies in the same industries, whose stack Alion knows, that use each technology.

Python37%
Java7%
ABAP4%
LangChain5%
LLM11%
Transformers1%
AutoGen2%
C++9%
CrewAI1%
JavaScript14%

What sets Genscript apart

ABAP4%
Transformers1%

Questions about the Genscript tech stack

What programming languages does Genscript use?

The languages named in Genscript job postings are Python (19%), Java (10%), ABAP (8%), C++ (4%), SQL (4%), as a share of the 52 postings of the last 12 months.

Does Genscript use LangChain?

Yes. LangChain is named in 4 of 52 job postings (8%) and required in 2 of them.

What cloud and platforms does Genscript use?

The cloud and platforms named in Genscript job postings are Kubernetes (2), Postman (2), Hugging Face (1) (postings in brackets).

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

AI/ML postings at Genscript most often require Python (4), LLM (3), Transformers (3), AutoGen (2), out of 4 postings in the last 12 months.

Is the Genscript tech stack changing?

Yes. LangGraph, ELISA, Flow Cytometry, Next-Generation Sequencing first appeared in Genscript job postings in the last six months.

How modern is the Genscript tech stack?

Genscript 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 Genscript tech stack?

Alion reads every job posting Genscript publishes and tags the technologies each one names. The figures on this page count the 52 postings of the last 12 months and were updated on Nov 13, 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, "Genscript tech stack: 67 technologies from 52 job postings", as of Nov 13, 2026. https://alion.io/company/genscript/technologies

Licence: CC BY-SA 4.0JSON