81Un tech stack

81Un builds mostly with Python, C++, SQL, Java. Its stack also includes Linux, Transformers, AWS, Flink. Python is named in 15 of the 45 job postings 81Un published in the last 12 months (33%). Counted by Alion from the job postings of 81Un, updated Oct 16, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 16, 2026
Technologies in use
102
Postings analysed
45
Open now
45
Modernity
84 /100
New in 6 months
8

What programming languages does 81Un use?

Python is named in 33% of job postings at 81Un, followed by C++ (18%), SQL (11%), Java (7%).

Python 15 33% required in 100% · 15 open now · since Dec 2023
C++ 8 18% required in 100% · 8 open now · since Mar 2026
SQL 5 11% required in 100% · 5 open now · since Oct 2025
Java 3 7% required in 100% · 3 open now · since Dec 2023
Node JS 2 4% required in 100% · 2 open now · since Dec 2023
Scala 2 4% required in 100% · 2 open now · since Aug 2026
C# 2 4% optional · 2 open now · since Dec 2023
JavaScript 2 4% optional · 2 open now · since Dec 2023
Show all (9)
Go1

What frameworks and libraries does 81Un use?

Transformers is named in 16% of job postings at 81Un, followed by Flink (11%), Hadoop (7%), PyTorch (7%).

Transformers 7 16% required in 100% · 7 open now · since Oct 2025
Flink 5 11% required in 100% · 5 open now · since Oct 2025
Hadoop 3 7% required in 100% · 3 open now · since Jul 2025
PyTorch 3 7% required in 100% · 3 open now · since Jul 2026
TensorFlow 3 7% required in 100% · 3 open now · since Jul 2026
CUDA 2 4% required in 100% · 2 open now · since Oct 2026
DeepSpeed 2 4% required in 100% · 2 open now · since Oct 2025
FastAPI 2 4% required in 100% · 2 open now · since Aug 2026
Show all (24)
Flask2
LangChain2
LlamaIndex2
PyTorch C++2
SGLang2
PaddlePaddle2
Celery1
PaddleOCR1
ROCm1
ROS21
SQLAlchemy1
Spring Boot1
TPOT1
TensorFlow C++1
TensorRT-LLM1
Unsloth1

What databases does 81Un use?

Milvus is named in 4% of job postings at 81Un, followed by MySQL (4%), Qdrant (4%), HBase (2%).

Milvus 2 4% required in 100% · 2 open now · since Sep 2026
MySQL 2 4% required in 100% · 2 open now · since Aug 2026
Qdrant 2 4% required in 100% · 2 open now · since Sep 2026
HBase 1 2% required in 100% · 1 open now · since Aug 2026
PostgreSQL 1 2% required in 100% · 1 open now · since Aug 2026

What cloud and platforms does 81Un use?

Linux is named in 18% of job postings at 81Un, followed by AWS (11%), Spark (9%), Apache Kafka (7%).

Linux 8 18% required in 100% · 8 open now · since Oct 2025
AWS 5 11% required in 100% · 5 open now · since Nov 2023
Spark 4 9% required in 100% · 4 open now · since Oct 2025
Apache Kafka 3 7% required in 100% · 3 open now · since Aug 2026
Kubernetes 3 7% required in 100% · 3 open now · since Aug 2026
vLLM 3 7% required in 100% · 3 open now · since Aug 2026
.NET 2 4% required in 100% · 2 open now · since Dec 2023
API Gateway 2 4% required in 100% · 2 open now · since Sep 2026
Show all (22)
Amazon S32
Azure2
CUDA Toolkit2
Dify2
VMWare2
Amazon SageMaker1
CyberArk1
Istio1
Kubeflow1
RTOS1
Seldon Core1
TGI1
Windows1
arXiv1

What developer tools does 81Un use?

Docker is named in 11% of job postings at 81Un, followed by Azure Data Factory (4%), Git (4%), Informatica (4%).

Docker 5 11% required in 100% · 5 open now · since Sep 2026
Azure Data Factory 2 4% required in 100% · 2 open now · since Sep 2026
Git 2 4% required in 100% · 2 open now · since Aug 2026
Informatica 2 4% required in 100% · 2 open now · since Sep 2026
OrCAD 2 4% required in 100% · 2 open now · since Apr 2026
SLURM 2 4% required in 100% · 2 open now · since Jul 2026
TensorRT 2 4% required in 50% · 2 open now · since Sep 2026
AutoCAD 1 2% required in 100% · 1 open now · since Sep 2026
Show all (17)
Cadence Allegro1
Gazebo1
Isaac Sim1
LLaMA-Factory1
MQTT1
Nessus1
Rest API1
llama.cpp1
pySpark1

What AI and ML technologies does 81Un use?

LLM is named in 11% of job postings at 81Un, followed by ChatGPT (2%), LoRA (2%), VLM (2%).

LLM 5 11% required in 100% · 5 open now · since Jul 2026
ChatGPT 1 2% required in 100% · 1 open now · since Oct 2026
LoRA 1 2% required in 100% · 1 open now · since Oct 2025
VLM 1 2% required in 100% · 1 open now · since Oct 2026
PEFT 1 2% optional · 1 open now · since Oct 2025

Which engineering practices does 81Un ask for?

RAG is named in 11% of job postings at 81Un, followed by TCP/IP (9%), BGP (7%), Function Calling (7%).

RAG 5 11% required in 100% · 5 open now · since Oct 2025
TCP/IP 4 9% required in 100% · 4 open now · since Aug 2026
BGP 3 7% required in 100% · 3 open now · since Mar 2026
Function Calling 3 7% required in 100% · 3 open now · since Aug 2026
OSPF 3 7% required in 100% · 3 open now · since Mar 2026
Tool Use 3 7% required in 100% · 3 open now · since Aug 2026
VLAN 3 7% required in 100% · 3 open now · since Mar 2026
AI Agents 2 4% required in 100% · 2 open now · since Sep 2026
Show all (20)
DNS2
IAM2
KV Cache2
NLP2
OCR2
SLI/SLO/SLA2
CI/CD1
FinOps1
Mixture of Experts1
Prompt Engineering1
Speculative Decoding1
VPN1

What does each 81Un team work with?

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

AI/ML

10 postings
Python7
Transformers5
LLM4
Linux4
C++3
Docker3

Backend

6 postings
C++2
FastAPI2
Flask2
LangChain2
Linux2
LlamaIndex2

Data Science

4 postings
Apache Kafka3
Flink3
Hadoop3
Python3
SQL3
Spark3

Early Careers

3 postings
C++2
Python2

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How is the 81Un 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
CUDAOct 2026
CUDA ToolkitOct 2026
KV CacheOct 2026
SGLangOct 2026
API GatewaySep 2026
Amazon S3Sep 2026
Azure Data FactorySep 2026
InformaticaSep 2026

How modern is the 81Un stack?

Cutting-edge AI adopter 84/100

81Un scores 84 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: 5; legacy ones: 0.

How common is the 81Un stack in its industry?

Share of the 2,235 companies in the same industries, whose stack Alion knows, that use each technology.

Python42%
C++12%
Linux24%
Transformers3%
AWS35%
Flink2%
LLM21%
SQL37%
Spark8%
Apache Kafka12%

What sets 81Un apart

Transformers3%
Flink2%
Hadoop2%
vLLM3%

Questions about the 81Un tech stack

What programming languages does 81Un use?

The languages named in 81Un job postings are Python (33%), C++ (18%), SQL (11%), Java (7%), Node JS (4%), as a share of the 45 postings of the last 12 months.

Does 81Un use Transformers?

Yes. Transformers is named in 7 of 45 job postings (16%) and required in 7 of them.

What cloud and platforms does 81Un use?

The cloud and platforms named in 81Un job postings are Linux (8), AWS (5), Spark (4) (postings in brackets).

What skills do you need for a AI/ML job at 81Un?

AI/ML postings at 81Un most often require Python (7), Transformers (5), LLM (4), Linux (4), out of 10 postings in the last 12 months.

Is the 81Un tech stack changing?

Yes. CUDA, CUDA Toolkit, KV Cache, SGLang first appeared in 81Un job postings in the last six months.

How modern is the 81Un tech stack?

81Un scores 84 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: 5; legacy ones: 0.

How does Alion know the 81Un tech stack?

Alion reads every job posting 81Un publishes and tags the technologies each one names. The figures on this page count the 45 postings of the last 12 months and were updated on Oct 16, 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, "81Un tech stack: 102 technologies from 45 job postings", as of Oct 16, 2026. https://alion.io/company/81un/technologies

Licence: CC BY-SA 4.0JSON