AITRICS
Medical AI

AITRICS tech stack

AITRICS builds mostly with Python, SQL, Go, Java. Its stack also includes Kubernetes, AWS, MS SQL, MySQL. Python is named in 6 of the 17 job postings AITRICS published in the last 12 months (35%). Counted by Alion from the job postings of AITRICS, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
49
Postings analysed
17
Open now
12
Modernity
79 /100
New in 6 months
8

What programming languages does AITRICS use?

Python is named in 35% of job postings at AITRICS, followed by SQL (24%), Go (6%), Java (6%).

Python 6 35% required in 100% · 3 open now · since Jul 2026
SQL 4 24% required in 100% · 3 open now · since Jul 2026
Go 1 6% required in 100% · 1 open now · since Sep 2026
Java 1 6% required in 100% · since Jul 2026
Kotlin 1 6% required in 100% · since Jul 2026

What frameworks and libraries does AITRICS use?

PyTorch is named in 12% of job postings at AITRICS, followed by Django (6%), FastAPI (6%), LiteLLM (6%).

PyTorch 2 12% required in 100% · 2 open now · since Sep 2026
Django 1 6% required in 100% · since Aug 2026
FastAPI 1 6% required in 100% · since Aug 2026
LiteLLM 1 6% required in 100% · since Aug 2026
Spring Boot 1 6% required in 100% · since Jul 2026
Spring Framework 1 6% required in 100% · since Jul 2026
Triton 1 6% required in 100% · since Aug 2026

What databases does AITRICS use?

MS SQL is named in 12% of job postings at AITRICS, followed by MySQL (12%), Oracle (12%), Neo4j (6%).

MS SQL 2 12% required in 100% · 1 open now · since Aug 2026
MySQL 2 12% required in 100% · 1 open now · since Aug 2026
Oracle 2 12% required in 100% · 1 open now · since Aug 2026
Neo4j 1 6% required in 100% · 1 open now · since Aug 2026
PostgreSQL 1 6% required in 100% · since Aug 2026

What cloud and platforms does AITRICS use?

Kubernetes is named in 35% of job postings at AITRICS, followed by AWS (29%), Apache Kafka (24%), GCP (18%).

Kubernetes 6 35% required in 100% · 3 open now · since Jul 2026
AWS 5 29% required in 100% · 3 open now · since Apr 2026
Apache Kafka 4 24% required in 100% · 1 open now · since Jul 2026
GCP 3 18% required in 100% · 2 open now · since Apr 2026
Azure 2 12% required in 100% · since Jul 2026
Linux 2 12% required in 100% · 2 open now · since Apr 2025
RabbitMQ 2 12% required in 100% · since Jul 2026
Spark 2 12% required in 100% · since Jul 2026
Show all (13)
Ubuntu2
vLLM2
Databricks1
GitHub1
GitLab1

What developer tools does AITRICS use?

Docker is named in 41% of job postings at AITRICS, followed by Git (18%), Rest API (12%), dbt (12%).

Docker 7 41% required in 100% · 4 open now · since Apr 2025
Git 3 18% required in 100% · 2 open now · since Jul 2026
Rest API 2 12% required in 100% · since Jul 2026
dbt 2 12% required in 100% · since Jul 2026
Terraform 1 6% required in 100% · since Aug 2026
gRPC 1 6% required in 100% · since Jul 2026

What AI and ML technologies does AITRICS use?

LLM is named in 24% of job postings at AITRICS.

LLM 4 24% required in 100% · 4 open now · since Jul 2026

Which engineering practices does AITRICS ask for?

ETL/ELT is named in 24% of job postings at AITRICS, followed by AI Agents (18%), NLP (12%), CI/CD (6%).

ETL/ELT 4 24% required in 100% · 1 open now · since Jul 2026
AI Agents 3 18% required in 100% · 3 open now · since Jul 2026
NLP 2 12% required in 100% · 2 open now · since Aug 2026
CI/CD 1 6% required in 100% · 1 open now · since Apr 2026
Function Calling 1 6% required in 100% · 1 open now · since Sep 2026
Hallucination 1 6% required in 100% · 1 open now · since Oct 2026
Human-in-the-Loop 1 6% required in 100% · 1 open now · since Jul 2026
ISO 13485 1 6% required in 100% · 1 open now · since Oct 2026
Show all (12)
Knowledge Graph1
NER1
OCR1
RAG1

What does each AITRICS team work with?

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

Solutions

4 postings
Docker4
Git2
Kubernetes2
Linux2
Ubuntu2

Data Science

3 postings
Python2
SQL2
Spark2
dbt2

AI/ML

3 postings
LLM3
PyTorch2
Python2

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How is the AITRICS 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
PyTorchSep 2026
vLLMAug 2026
NLPAug 2026
MS SQLAug 2026
MySQLAug 2026
OracleAug 2026
LLMJul 2026
AI AgentsJul 2026

How modern is the AITRICS stack?

Cutting-edge AI adopter 79/100

AITRICS scores 79 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: 1; legacy ones: 0.

How common is the AITRICS stack in its industry?

Share of the 380 companies in the same industries, whose stack Alion knows, that use each technology.

Kubernetes40%
Python69%
AWS53%
Apache Kafka13%
LLM46%
SQL50%
GCP37%
Azure36%
Linux20%
MS SQL3%

Questions about the AITRICS tech stack

What programming languages does AITRICS use?

The languages named in AITRICS job postings are Python (35%), SQL (24%), Go (6%), Java (6%), Kotlin (6%), as a share of the 17 postings of the last 12 months.

Does AITRICS use PyTorch?

Yes. PyTorch is named in 2 of 17 job postings (12%) and required in 2 of them.

What cloud and platforms does AITRICS use?

The cloud and platforms named in AITRICS job postings are Kubernetes (6), AWS (5), Apache Kafka (4) (postings in brackets).

What skills do you need for a Solutions job at AITRICS?

Solutions postings at AITRICS most often require Docker (4), Git (2), Kubernetes (2), Linux (2), out of 4 postings in the last 12 months.

Is the AITRICS tech stack changing?

Yes. PyTorch, vLLM, NLP, MS SQL first appeared in AITRICS job postings in the last six months.

How modern is the AITRICS tech stack?

AITRICS scores 79 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: 1; legacy ones: 0.

How does Alion know the AITRICS tech stack?

Alion reads every job posting AITRICS publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Nov 11, 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, "AITRICS tech stack: 49 technologies from 17 job postings", as of Nov 11, 2026. https://alion.io/company/aitrics/technologies

Licence: CC BY-SA 4.0JSON