AI71
AI Agents · AI Consulting & Integration

AI71 tech stack

AI71 builds mostly with Python, SQL, Bash, JavaScript. Its stack also includes Kubernetes, PyTorch, TensorFlow, Azure. Python is named in 19 of the 30 job postings AI71 published in the last 12 months (63%). Counted by Alion from the job postings of AI71, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
127
Postings analysed
30
Open now
8
Modernity
81 /100
New in 6 months
8

What programming languages does AI71 use?

Python is named in 63% of job postings at AI71, followed by SQL (40%), Bash (3%), JavaScript (3%).

Python 19 63% required in 84% · 5 open now · since Jul 2025
SQL 12 40% required in 83% · 4 open now · since Oct 2025
Bash 1 3% required in 100% · 1 open now · since Sep 2026
JavaScript 1 3% required in 100% · since Jul 2025
PowerShell 1 3% required in 100% · 1 open now · since Sep 2026
TypeScript 1 3% required in 100% · since Jul 2025
C++ 1 3% optional · since Sep 2026

What frameworks and libraries does AI71 use?

PyTorch is named in 23% of job postings at AI71, followed by TensorFlow (23%), LangChain (20%), Scikit-learn (20%).

PyTorch 7 23% required in 100% · 1 open now · since Jul 2025
TensorFlow 7 23% required in 100% · 1 open now · since Jul 2025
LangChain 6 20% required in 100% · 1 open now · since Jul 2025
Scikit-learn 6 20% required in 100% · 1 open now · since Apr 2026
LangGraph 5 17% required in 100% · 1 open now · since Jul 2025
LlamaIndex 4 13% required in 100% · 1 open now · since Apr 2026
Playwright 4 13% required in 100% · 1 open now · since May 2026
Pytest 4 13% required in 100% · 1 open now · since May 2026
Show all (30)
Selenium4
FastAPI3
Flask3
DeepEval2
NumPy2
OpenTelemetry2
Pandas2
Streamlit2
TruLens2
pgvector2
Angular1
CUDA1
DeepSpeed1
FSDP1
Jest1
Megatron-LM1
NCCL1
Next.js1
React.js1
Transformers1
Triton1
Vue.js1

What databases does AI71 use?

Weaviate is named in 13% of job postings at AI71, followed by MySQL (10%), PostgreSQL (10%), Redis (10%).

Weaviate 4 13% required in 100% · 1 open now · since Apr 2026
MySQL 3 10% required in 100% · since Apr 2026
PostgreSQL 3 10% required in 100% · since Apr 2026
Redis 3 10% required in 100% · since Apr 2026
Pinecone 2 7% required in 100% · since Apr 2026

What cloud and platforms does AI71 use?

Kubernetes is named in 23% of job postings at AI71, followed by Azure (20%), AWS (17%), GCP (17%).

Kubernetes 7 23% required in 100% · 1 open now · since Apr 2026
Azure 6 20% required in 67% · 3 open now · since Mar 2026
AWS 5 17% required in 80% · 2 open now · since Mar 2026
GCP 5 17% required in 80% · 2 open now · since Mar 2026
Azure DevOps 3 10% required in 100% · 2 open now · since Jul 2026
Datadog 3 10% required in 100% · 2 open now · since Jul 2026
GitLab 3 10% required in 100% · since May 2026
GitLab CI 3 10% required in 100% · since May 2026
Show all (27)
Apache Kafka3
GitHub Actions2
Kubeflow2
MLFlow2
Windows2
NATS2
Figma1
Grafana1
Hugging Face1
Linux1
New Relic1
PagerDuty1
Postman1
TGI1
vLLM1
Istio1
Linkerd1
RabbitMQ1
Scale AI1

What developer tools does AI71 use?

Docker is named in 13% of job postings at AI71, followed by Git (13%), Jenkins (10%), WebSockets (10%).

Docker 4 13% required in 100% · 1 open now · since Apr 2026
Git 4 13% required in 100% · 2 open now · since Jul 2025
Jenkins 3 10% required in 100% · 2 open now · since Jul 2026
WebSockets 3 10% required in 100% · since Jul 2025
GraphQL 2 7% required in 100% · since Jul 2025
Great Expectations 2 7% required in 100% · since May 2026
JMeter 2 7% required in 100% · since May 2026
Locust 2 7% required in 100% · since May 2026
Show all (21)
k62
Ansible2
Terraform2
CircleCI1
CloudFormation1
InfiniBand1
NVLink1
Prometheus1
Rest API1
SLURM1
TestRail1
gRPC1
Pulumi1

What AI and ML technologies does AI71 use?

LLM is named in 33% of job postings at AI71, followed by Claude (10%), BERT (7%), Llama (7%).

LLM 10 33% required in 90% · 1 open now · since Jul 2025
Claude 3 10% optional · since May 2026
BERT 2 7% required in 100% · since May 2026
Llama 2 7% required in 100% · since May 2026
LoRA 2 7% required in 100% · since Apr 2026
PEFT 2 7% required in 100% · since Apr 2026
QLoRA 2 7% required in 100% · since Apr 2026
AWQ 1 3% required in 100% · since Sep 2026
Show all (9)
GPTQ1

Which engineering practices does AI71 ask for?

AI Agents is named in 50% of job postings at AI71, followed by RAG (40%), CI/CD (33%), Machine Learning (30%).

AI Agents 15 50% required in 100% · 4 open now · since Jul 2025
RAG 12 40% required in 100% · 3 open now · since Oct 2025
CI/CD 10 33% required in 90% · 3 open now · since Jul 2025
Machine Learning 9 30% required in 100% · 1 open now · since Jul 2025
Fine-tuning 6 20% required in 100% · 1 open now · since Apr 2026
Reinforcement Learning 4 13% required in 100% · 1 open now · since Apr 2026
Anomaly Detection 3 10% required in 100% · since Apr 2026
DNS 3 10% required in 100% · 2 open now · since Jul 2026
Show all (28)
Hallucination3
Semantic Search3
Few-Shot Learning2
GitOps2
IAM2
NLP2
Prompt Engineering2
Quantization2
Time Series2
VPN2
A/B Testing1
Chain-of-Thought1
Computer Vision1
Edge AI1
Knowledge Distillation1
Multi-Agent Systems1
SLI/SLO/SLA1
Speculative Decoding1
Structured Outputs1
Service Mesh1

What does each AI71 team work with?

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

AI/ML

6 postings
Python6
LangChain5
PyTorch5
Scikit-learn5
TensorFlow5
LangGraph4

QA

4 postings
Playwright4
Pytest4
Python4
Selenium4
DeepEval2
GitLab2

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How is the AI71 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
GitHub ActionsSep 2026
VPNSep 2026
WindowsSep 2026
Azure DevOpsJul 2026
DNSJul 2026
DatadogJul 2026
JenkinsJul 2026
ClaudeMay 2026
Not named for 6 months
BERTMay 2026
Few-Shot LearningMay 2026
LlamaMay 2026
NLPMay 2026
NumPyMay 2026
PandasMay 2026
Prompt EngineeringMay 2026
Time SeriesMay 2026

How modern is the AI71 stack?

Cutting-edge AI adopter 81/100

AI71 scores 81 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: 9; legacy ones: 0.

How common is the AI71 stack in its industry?

Share of the 2,838 companies in the same industries, whose stack Alion knows, that use each technology.

Python68%
SQL47%
LLM53%
Kubernetes40%
PyTorch20%
TensorFlow14%
Azure43%
LangChain23%
Scikit-learn10%
AWS53%

Questions about the AI71 tech stack

What programming languages does AI71 use?

The languages named in AI71 job postings are Python (63%), SQL (40%), Bash (3%), JavaScript (3%), PowerShell (3%), as a share of the 30 postings of the last 12 months.

Does AI71 use PyTorch?

Yes. PyTorch is named in 7 of 30 job postings (23%) and required in 7 of them.

What cloud and platforms does AI71 use?

The cloud and platforms named in AI71 job postings are Kubernetes (7), Azure (6), AWS (5) (postings in brackets).

What skills do you need for a AI/ML job at AI71?

AI/ML postings at AI71 most often require Python (6), LangChain (5), PyTorch (5), Scikit-learn (5), out of 6 postings in the last 12 months.

Is the AI71 tech stack changing?

Yes. GitHub Actions, VPN, Windows, Azure DevOps first appeared in AI71 job postings in the last six months.

How modern is the AI71 tech stack?

AI71 scores 81 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: 9; legacy ones: 0.

How does Alion know the AI71 tech stack?

Alion reads every job posting AI71 publishes and tags the technologies each one names. The figures on this page count the 30 postings of the last 12 months and were updated on Nov 12, 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, "AI71 tech stack: 127 technologies from 30 job postings", as of Nov 12, 2026. https://alion.io/company/ai71/technologies

Licence: CC BY-SA 4.0JSON