DNA325 tech stack

DNA325 builds mostly with Python, Node JS, SQL, JavaScript. Its stack also includes PyTorch, JAX, OpenAI, vLLM. Python is named in 14 of the 17 job postings DNA325 published in the last 12 months (82%). Counted by Alion from the job postings of DNA325, updated Oct 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 12, 2026
Technologies in use
47
Postings analysed
17
Open now
17
Modernity
85 /100

What programming languages does DNA325 use?

Python is named in 82% of job postings at DNA325, followed by Node JS (18%), SQL (18%), JavaScript (18%).

Python 14 82% required in 14% · 14 open now · since Oct 2026
Node JS 3 18% required in 33% · 3 open now · since Oct 2026
SQL 3 18% required in 33% · 3 open now · since Oct 2026
JavaScript 3 18% optional · 3 open now · since Oct 2026
Java 1 6% required in 100% · 1 open now · since Oct 2026
TypeScript 1 6% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does DNA325 use?

PyTorch is named in 76% of job postings at DNA325, followed by JAX (65%), TensorRT-LLM (12%), DeepSpeed (6%).

PyTorch 13 76% required in 8% · 13 open now · since Oct 2026
JAX 11 65% required in 9% · 11 open now · since Oct 2026
TensorRT-LLM 2 12% optional · 2 open now · since Oct 2026
DeepSpeed 1 6% required in 100% · 1 open now · since Oct 2026
FSDP 1 6% required in 100% · 1 open now · since Oct 2026
Megatron-LM 1 6% required in 100% · 1 open now · since Oct 2026
Ray 1 6% required in 100% · 1 open now · since Oct 2026
SGLang 1 6% optional · 1 open now · since Oct 2026

What databases does DNA325 use?

MySQL is named in 6% of job postings at DNA325.

MySQL 1 6% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does DNA325 use?

OpenAI is named in 29% of job postings at DNA325, followed by vLLM (29%), Anthropic (12%), Kubernetes (12%).

OpenAI 5 29% optional · 5 open now · since Oct 2026
vLLM 5 29% optional · 5 open now · since Oct 2026
Anthropic 2 12% optional · 2 open now · since Oct 2026
Kubernetes 2 12% optional · 2 open now · since Oct 2026
AWS 1 6% required in 100% · 1 open now · since Oct 2026
Azure 1 6% required in 100% · 1 open now · since Oct 2026
Spark 1 6% optional · 1 open now · since Oct 2026

What developer tools does DNA325 use?

Docker is named in 12% of job postings at DNA325, followed by TensorRT (12%).

Docker 2 12% optional · 2 open now · since Oct 2026
TensorRT 2 12% optional · 2 open now · since Oct 2026

What AI and ML technologies does DNA325 use?

LoRA is named in 18% of job postings at DNA325, followed by QLoRA (18%), PEFT (18%), Qwen (18%).

LoRA 3 18% required in 100% · 3 open now · since Oct 2026
QLoRA 3 18% required in 100% · 3 open now · since Oct 2026
PEFT 3 18% optional · 3 open now · since Oct 2026
Qwen 3 18% optional · 3 open now · since Oct 2026
LLM 2 12% optional · 2 open now · since Oct 2026

Which engineering practices does DNA325 ask for?

Machine Learning is named in 53% of job postings at DNA325, followed by Fine-tuning (35%), Knowledge Distillation (24%), Model Distillation (24%).

Machine Learning 9 53% required in 100% · 9 open now · since Oct 2026
Fine-tuning 6 35% required in 100% · 6 open now · since Oct 2026
Knowledge Distillation 4 24% required in 100% · 4 open now · since Oct 2026
Model Distillation 4 24% required in 100% · 4 open now · since Oct 2026
Multimodal AI 4 24% required in 75% · 4 open now · since Oct 2026
DPO 3 18% required in 100% · 3 open now · since Oct 2026
SFT 3 18% required in 100% · 3 open now · since Oct 2026
Embeddings 2 12% required in 100% · 2 open now · since Oct 2026
Show all (18)
RAG2
Synthetic Data2
Function Calling1
LLM Guardrails1
Mixture of Experts1
Multi-Agent Systems1
Quantization1
Diffusion Models1
PPO1
RLHF1

What does each DNA325 team work with?

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

AI/ML

12 postings
LoRA3
QLoRA3

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How modern is the DNA325 stack?

Cutting-edge AI adopter 85/100

DNA325 scores 85 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 DNA325 stack in its industry?

Share of the 928 companies in the same industries, whose stack Alion knows, that use each technology.

Python61%
PyTorch16%
JAX3%
OpenAI18%
vLLM3%
JavaScript56%
LoRA3%
Node JS30%
PEFT3%
QLoRA2%

What sets DNA325 apart

JAX3%
vLLM3%
LoRA3%
PEFT3%
QLoRA2%
Qwen1%

Questions about the DNA325 tech stack

What programming languages does DNA325 use?

The languages named in DNA325 job postings are Python (82%), Node JS (18%), SQL (18%), JavaScript (18%), Java (6%), as a share of the 17 postings of the last 12 months.

Does DNA325 use PyTorch?

Yes. PyTorch is named in 13 of 17 job postings (76%) and required in 1 of them.

What cloud and platforms does DNA325 use?

The cloud and platforms named in DNA325 job postings are OpenAI (5), vLLM (5), Anthropic (2) (postings in brackets).

What skills do you need for a AI/ML job at DNA325?

AI/ML postings at DNA325 most often require LoRA (3), QLoRA (3), out of 12 postings in the last 12 months.

Is the DNA325 tech stack changing?

No new technology has appeared in DNA325 job postings in the last six months.

How modern is the DNA325 tech stack?

DNA325 scores 85 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 DNA325 tech stack?

Alion reads every job posting DNA325 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 Oct 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, "DNA325 tech stack: 47 technologies from 17 job postings", as of Oct 12, 2026. https://alion.io/company/dna325/technologies

Licence: CC BY-SA 4.0JSON