Blue Machines AI tech stack

Blue Machines AI builds mostly with Python, Java, SQL, JavaScript. Its stack also includes GCP, OpenAI, LangChain, Cypress. Python is named in 15 of the 21 job postings Blue Machines AI published in the last 12 months (71%). Counted by Alion from the job postings of Blue Machines AI, updated Oct 1, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 1, 2026
Technologies in use
93
Postings analysed
21
Open now
19
Modernity
83 /100
New in 6 months
8

What programming languages does Blue Machines AI use?

Python is named in 71% of job postings at Blue Machines AI, followed by Java (38%), SQL (38%), JavaScript (19%).

Python 15 71% required in 67% · 14 open now · since May 2026
Java 8 38% required in 38% · 8 open now · since Aug 2026
SQL 8 38% required in 38% · 7 open now · since May 2026
JavaScript 4 19% required in 100% · 2 open now · since Jul 2026
TypeScript 3 14% required in 67% · 1 open now · since Jul 2026

What frameworks and libraries does Blue Machines AI use?

LangChain is named in 33% of job postings at Blue Machines AI, followed by Cypress (14%), Playwright (10%), Rest-Assured (10%).

LangChain 7 33% required in 100% · 7 open now · since Aug 2026
Cypress 3 14% required in 67% · 2 open now · since Jul 2026
Playwright 2 10% required in 100% · 2 open now · since Sep 2026
Rest-Assured 2 10% required in 100% · 2 open now · since Sep 2026
Selenium 2 10% required in 100% · 2 open now · since Sep 2026
Angular 1 5% required in 100% · since Jul 2026
DeepSpeed 1 5% required in 100% · 1 open now · since Sep 2026
FSDP 1 5% required in 100% · 1 open now · since Sep 2026
Show all (17)
Megatron-LM1
NVIDIA NeMo1
PyTorch1
React.js1
Redux1
Transformers1
Vue.js1
Zustand1
Jest1

What databases does Blue Machines AI use?

PostgreSQL is named in 5% of job postings at Blue Machines AI, followed by Redis (5%).

PostgreSQL 1 5% required in 100% · 1 open now · since Sep 2026
Redis 1 5% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Blue Machines AI use?

GCP is named in 43% of job postings at Blue Machines AI, followed by OpenAI (33%), Twilio (33%), Postman (24%).

GCP 9 43% required in 44% · 9 open now · since Aug 2026
OpenAI 7 33% required in 100% · 7 open now · since Aug 2026
Twilio 7 33% optional · 7 open now · since Aug 2026
Postman 5 24% required in 40% · 4 open now · since Aug 2026
AWS 4 19% required in 100% · 4 open now · since Aug 2026
Azure 2 10% required in 100% · 2 open now · since Aug 2026
GitHub Actions 2 10% required in 100% · 2 open now · since Sep 2026
GitLab CI 2 10% required in 100% · 2 open now · since Sep 2026
Show all (21)
Kubernetes2
Looker2
Power BI2
Apache Kafka1
Datadog1
Hugging Face1
Linux1
MLFlow1
Sentry1
Tableau1
Weights & Biases1
Figma1
Metabase1

What developer tools does Blue Machines AI use?

WebRTC is named in 48% of job postings at Blue Machines AI, followed by Rest API (38%), WebSockets (33%), Jenkins (10%).

WebRTC 10 48% required in 10% · 10 open now · since Aug 2026
Rest API 8 38% required in 100% · 7 open now · since Aug 2026
WebSockets 7 33% required in 100% · 7 open now · since Aug 2026
Jenkins 2 10% required in 100% · 2 open now · since Sep 2026
Git 2 10% required in 50% · since Jul 2026
JMeter 2 10% optional · 2 open now · since Sep 2026
Locust 2 10% optional · 2 open now · since Sep 2026
Wireshark 2 10% optional · 2 open now · since Aug 2026
Show all (18)
k62
ArgoCD1
Babel1
Docker1
Helm1
ONNX1
TensorRT1
Terraform1
Vite1
Webpack1

What AI and ML technologies does Blue Machines AI use?

LLM is named in 62% of job postings at Blue Machines AI, followed by LoRA (5%), PEFT (5%).

LLM 13 62% required in 69% · 13 open now · since May 2026
LoRA 1 5% optional · 1 open now · since Sep 2026
PEFT 1 5% optional · 1 open now · since Sep 2026

Which engineering practices does Blue Machines AI ask for?

AI Agents is named in 48% of job postings at Blue Machines AI, followed by Voice Agents (38%), Text-to-Speech (38%), LLM Guardrails (29%).

AI Agents 10 48% required in 90% · 10 open now · since Apr 2026
Voice Agents 8 38% required in 88% · 7 open now · since Apr 2026
Text-to-Speech 8 38% required in 63% · 8 open now · since Apr 2026
LLM Guardrails 6 29% required in 100% · 6 open now · since Sep 2026
RAG 6 29% required in 100% · 6 open now · since Sep 2026
CI/CD 6 29% required in 50% · 5 open now · since Jul 2026
Edge AI 5 24% required in 100% · 5 open now · since Sep 2026
Hallucination 5 24% required in 100% · 5 open now · since Sep 2026
Show all (27)
Tool Use5
Multi-Agent Systems4
Speech Recognition3
Pre-training2
Self-Supervised Learning2
Tokenization2
Fine-tuning2
Agentic Workflows1
DNS1
Encoder-Decoder1
Function Calling1
GitOps1
Knowledge Distillation1
Model Distillation1
State Management1
Synthetic Data1
Post-training1
Prompt Engineering1
SFT1

What does each Blue Machines AI team work with?

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

Solutions

7 postings
LLM7
LangChain7
OpenAI7
Rest API7
WebSockets7
AWS2

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How is the Blue Machines AI 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
Pre-trainingSep 2026
Self-Supervised LearningSep 2026
TokenizationSep 2026
Fine-tuningSep 2026
LLM GuardrailsSep 2026
RAGSep 2026
Edge AISep 2026
HallucinationSep 2026

How modern is the Blue Machines AI stack?

Cutting-edge AI adopter 83/100

Blue Machines AI scores 83 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 Blue Machines AI stack in its industry?

Share of the 984 companies in the same industries, whose stack Alion knows, that use each technology.

Python68%
LLM55%
GCP40%
Java19%
SQL41%
LangChain18%
OpenAI20%
Twilio5%
Postman7%
AWS50%

Questions about the Blue Machines AI tech stack

What programming languages does Blue Machines AI use?

The languages named in Blue Machines AI job postings are Python (71%), Java (38%), SQL (38%), JavaScript (19%), TypeScript (14%), as a share of the 21 postings of the last 12 months.

Does Blue Machines AI use LangChain?

Yes. LangChain is named in 7 of 21 job postings (33%) and required in 7 of them.

What cloud and platforms does Blue Machines AI use?

The cloud and platforms named in Blue Machines AI job postings are GCP (9), OpenAI (7), Twilio (7) (postings in brackets).

What skills do you need for a Solutions job at Blue Machines AI?

Solutions postings at Blue Machines AI most often require LLM (7), LangChain (7), OpenAI (7), Rest API (7), out of 7 postings in the last 12 months.

Is the Blue Machines AI tech stack changing?

Yes. Pre-training, Self-Supervised Learning, Tokenization, Fine-tuning first appeared in Blue Machines AI job postings in the last six months.

How modern is the Blue Machines AI tech stack?

Blue Machines AI scores 83 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 Blue Machines AI tech stack?

Alion reads every job posting Blue Machines AI publishes and tags the technologies each one names. The figures on this page count the 21 postings of the last 12 months and were updated on Oct 1, 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, "Blue Machines AI tech stack: 93 technologies from 21 job postings", as of Oct 1, 2026. https://alion.io/company/blue-machines-ai/technologies

Licence: CC BY-SA 4.0JSON