G-Research tech stack
G-Research builds mostly with Python, C#, C++, Java. Its stack also includes Kubernetes, Linux, OpenTelemetry, PyTorch. Python is named in 38 of the 50 job postings G-Research published in the last 12 months (76%). Counted by Alion from the job postings of G-Research, updated Sep 29, 2026.
What programming languages does G-Research use?
Python is named in 76% of job postings at G-Research, followed by C# (30%), C++ (18%), Java (10%).
C# 
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What frameworks and libraries does G-Research use?
OpenTelemetry is named in 12% of job postings at G-Research, followed by PyTorch (10%), NumPy (6%), CUDA (4%).
OpenTelemetry
6 12%
PyTorch
5 10%
NumPy
3 6%
LangGraph
2 4%
Pandas
2 4%
SciPy
2 4%
Scikit-learn
2 4%
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What databases does G-Research use?
Amazon Aurora is named in 2% of job postings at G-Research, followed by CockroachDB (2%), MS SQL (2%), MySQL (2%).
Amazon Aurora
1 2%
CockroachDB
1 2%
MS SQL
1 2%
MySQL
1 2%
PostgreSQL
1 2%
Delta Lake
1 2%
OpenSearch
1 2%
TiDB
1 2%
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What cloud and platforms does G-Research use?
Kubernetes is named in 42% of job postings at G-Research, followed by Linux (24%), Windows (14%), AWS (14%).
Kubernetes
21 42%
AWS
7 14%
Grafana
7 14%
Apache Kafka
4 8%
Azure
3 6%
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What developer tools does G-Research use?
Jenkins is named in 26% of job postings at G-Research, followed by Terraform (20%), Ansible (14%), Prometheus (14%).
Jenkins
13 26%
Terraform
10 20%
Ansible
7 14%
Prometheus
7 14%
ArgoCD
5 10%
Git
4 8%
Docker
3 6%
Helm
3 6%
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What AI and ML technologies does G-Research use?
LLM is named in 6% of job postings at G-Research, followed by LoRA (2%), PEFT (2%).
Which engineering practices does G-Research ask for?
Machine Learning is named in 32% of job postings at G-Research, followed by CI/CD (26%), Platform Engineering (12%), HPC (10%).
CI/CD
13 26%
Platform Engineering
6 12%
HPC
5 10%
NLP
5 10%
AI Agents
3 6%
Incident Management
3 6%
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What does each G-Research team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
9 postingsBackend
7 postingsDevOps
7 postingsEarly Careers
5 postingsLeadership
5 postingsNetworking
4 postingsHow does your stack fit G-Research?
How is the G-Research 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.
How modern is the G-Research stack?
G-Research scores 82 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 G-Research stack in its industry?
Share of the 78 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like G-Research
Questions about the G-Research tech stack
What programming languages does G-Research use?
The languages named in G-Research job postings are Python (76%), C# (30%), C++ (18%), Java (10%), SQL (8%), as a share of the 50 postings of the last 12 months.
Does G-Research use OpenTelemetry?
Yes. OpenTelemetry is named in 6 of 50 job postings (12%) and required in 5 of them.
What cloud and platforms does G-Research use?
The cloud and platforms named in G-Research job postings are Kubernetes (21), Linux (12), Windows (7) (postings in brackets).
What skills do you need for a AI/ML job at G-Research?
AI/ML postings at G-Research most often require Python (7), PyTorch (4), Kubernetes (3), LLM (3), out of 9 postings in the last 12 months.
Is the G-Research tech stack changing?
Yes. Bash, OpenStack, Packer, SIEM first appeared in G-Research job postings in the last six months.
How modern is the G-Research tech stack?
G-Research scores 82 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 G-Research tech stack?
Alion reads every job posting G-Research publishes and tags the technologies each one names. The figures on this page count the 50 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, "G-Research tech stack: 115 technologies from 50 job postings", as of Sep 29, 2026. https://alion.io/company/g-research/technologies