AI71 tech stack

AI71 builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes Kubernetes, PyTorch, TensorFlow, AWS. Python is named in 14 of the 28 job postings AI71 published in the last 12 months (50%). Counted by Alion from the job postings of AI71, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
123
Postings analysed
28
Open now
10
Modernity
81 /100
New in 6 months
8

What programming languages does AI71 use?

Python is named in 50% of job postings at AI71, followed by SQL (36%), JavaScript (4%), TypeScript (4%).

Python 14 50% required in 79% · 4 open now · since Jul 2025
SQL 10 36% required in 80% · 3 open now · since Oct 2025
JavaScript 1 4% required in 100% · since Jul 2025
TypeScript 1 4% required in 100% · since Jul 2025
C++ 1 4% optional · 1 open now · since Sep 2026

What frameworks and libraries does AI71 use?

PyTorch is named in 18% of job postings at AI71, followed by TensorFlow (18%), LangChain (14%), Scikit-learn (14%).

PyTorch 5 18% required in 100% · since Jul 2025
TensorFlow 5 18% required in 100% · since Jul 2025
LangChain 4 14% required in 100% · since Jul 2025
Scikit-learn 4 14% required in 100% · since Apr 2026
FastAPI 3 11% required in 100% · since Apr 2026
Flask 3 11% required in 100% · since Apr 2026
LangGraph 3 11% required in 100% · since Jul 2025
Playwright 3 11% required in 100% · 1 open now · since May 2026
Show all (30)
Pytest3
Selenium3
DeepEval2
LlamaIndex2
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?

MySQL is named in 11% of job postings at AI71, followed by PostgreSQL (11%), Redis (11%), Pinecone (7%).

MySQL 3 11% required in 100% · 1 open now · since Apr 2026
PostgreSQL 3 11% required in 100% · 1 open now · since Apr 2026
Redis 3 11% required in 100% · 1 open now · since Apr 2026
Pinecone 2 7% required in 100% · since Apr 2026
Weaviate 2 7% required in 100% · since Apr 2026

What cloud and platforms does AI71 use?

Kubernetes is named in 21% of job postings at AI71, followed by AWS (14%), Azure (14%), GCP (14%).

Kubernetes 6 21% required in 100% · 2 open now · since Apr 2026
AWS 4 14% required in 75% · 3 open now · since Mar 2026
Azure 4 14% required in 75% · 3 open now · since Mar 2026
GCP 4 14% required in 75% · 3 open now · since Mar 2026
GitLab 3 11% required in 100% · since May 2026
GitLab CI 3 11% required in 100% · since May 2026
Apache Kafka 3 11% optional · 1 open now · since Apr 2026
Figma 2 7% required in 100% · 1 open now · since Jul 2025
Show all (24)
Kubeflow2
MLFlow2
NATS2
Azure DevOps1
CUDA Toolkit1
Datadog1
Grafana1
Hugging Face1
New Relic1
PagerDuty1
TGI1
vLLM1
Istio1
Linkerd1
RabbitMQ1
Scale AI1

What developer tools does AI71 use?

Docker is named in 11% of job postings at AI71, followed by WebSockets (11%), Git (7%), GraphQL (7%).

Docker 3 11% required in 100% · 1 open now · since Apr 2026
WebSockets 3 11% required in 100% · since Jul 2025
Git 2 7% required in 100% · since Jul 2025
GraphQL 2 7% required in 100% · 1 open now · 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
k6 2 7% required in 100% · since May 2026
Show all (21)
Ansible2
Terraform2
CircleCI1
CloudFormation1
InfiniBand1
Jenkins1
Model Context Protocol1
NVLink1
Prometheus1
SLURM1
TestRail1
gRPC1
Pulumi1

What AI and ML technologies does AI71 use?

LLM is named in 36% of job postings at AI71, followed by Claude (11%), BERT (7%), Llama (7%).

LLM 10 36% required in 100% · 1 open now · since Jul 2025
Claude 3 11% optional · 1 open now · 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 4% required in 100% · 1 open now · since Sep 2026
Show all (9)
GPTQ1

Which engineering practices does AI71 ask for?

Edge AI is named in 61% of job postings at AI71, followed by AI Agents (50%), RAG (39%), CI/CD (29%).

Edge AI 17 61% required in 65% · 5 open now · since Jul 2025
AI Agents 14 50% required in 100% · 5 open now · since Jul 2025
RAG 11 39% required in 91% · 3 open now · since Oct 2025
CI/CD 8 29% required in 88% · 2 open now · since Jul 2025
Machine Learning 7 25% required in 100% · 2 open now · since Jul 2025
Fine-tuning 4 14% required in 100% · 1 open now · since Apr 2026
Hallucination 4 14% required in 100% · 1 open now · since Oct 2025
Anomaly Detection 3 11% required in 100% · since Apr 2026
Show all (29)
Semantic Search3
Semantic Search3
Few-Shot Learning2
GitOps2
IAM2
NLP2
Prompt Engineering2
Quantization2
Reinforcement Learning2
Shift-Left2
Time Series Forecasting2
A/B Testing1
Chain-of-Thought1
Computer Vision1
DNS1
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

4 postings
Python4
LLM3
LangChain3
PyTorch3
SQL3
Scikit-learn3

QA

3 postings
Playwright3
Pytest3
Python3
Selenium3
DeepEval2
GitLab2

See the open roles

How does your stack fit AI71?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

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
ClaudeMay 2026
KubeflowMay 2026
MLFlowMay 2026
QuantizationMay 2026
BERTMay 2026
Few-Shot LearningMay 2026
LlamaMay 2026
NLPMay 2026
Rising
Edge AI50% → 77%
Falling
LLM67% → 8%
SQL58% → 8%
Python75% → 31%
Machine Learning50% → 8%
PyTorch42% → 0%
TensorFlow42% → 0%
RAG58% → 23%
LangChain33% → 0%

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 1,429 companies in the same industries, whose stack Alion knows, that use each technology.

Python69%
LLM54%
SQL46%
Kubernetes45%
PyTorch20%
TensorFlow14%
AWS54%
Azure42%
GCP43%
LangChain23%

Questions about the AI71 tech stack

What programming languages does AI71 use?

The languages named in AI71 job postings are Python (50%), SQL (36%), JavaScript (4%), TypeScript (4%), C++ (4%), as a share of the 28 postings of the last 12 months.

Does AI71 use PyTorch?

Yes. PyTorch is named in 5 of 28 job postings (18%) and required in 5 of them.

What cloud and platforms does AI71 use?

The cloud and platforms named in AI71 job postings are Kubernetes (6), AWS (4), Azure (4) (postings in brackets).

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

AI/ML postings at AI71 most often require Python (4), LLM (3), LangChain (3), PyTorch (3), out of 4 postings in the last 12 months.

Is the AI71 tech stack changing?

Yes. Claude, Kubeflow, MLFlow, Quantization 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 28 postings of the last 12 months and were updated on Sep 27, 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: 123 technologies from 28 job postings", as of Sep 27, 2026. https://alion.io/company/ai71/technologies

Licence: CC BY-SA 4.0JSON