Runware
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Runware tech stack

Runware builds mostly with Python, Go, PHP, C++. Its stack also includes Kubernetes, Grafana, NCCL, Triton. Python is named in 11 of the 30 job postings Runware published in the last 12 months (37%). Counted by Alion from the job postings of Runware, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
94
Postings analysed
30
Open now
23
Modernity
79 /100
New in 6 months
8

What programming languages does Runware use?

Python is named in 37% of job postings at Runware, followed by Go (23%), PHP (20%), C++ (10%).

Python 11 37% required in 91% · 8 open now · since Apr 2026
Go 7 23% required in 100% · 6 open now · since Aug 2026
PHP 6 20% required in 83% · 5 open now · since Jul 2026
C++ 3 10% required in 100% · 3 open now · since Sep 2026
Rust 2 7% required in 100% · 2 open now · since Aug 2026
Java 1 3% required in 100% · since Aug 2026
Node JS 1 3% required in 100% · since Aug 2026
TypeScript 1 3% required in 100% · since Apr 2026
Show all (9)
JavaScript1

What frameworks and libraries does Runware use?

NCCL is named in 20% of job postings at Runware, followed by Triton (13%), CUDA (10%), OpenTelemetry (10%).

NCCL 6 20% required in 67% · 5 open now · since Nov 2026
Triton 4 13% required in 75% · 4 open now · since Apr 2026
CUDA 3 10% required in 100% · 3 open now · since Apr 2026
OpenTelemetry 3 10% required in 100% · since May 2026
SGLang 3 10% required in 67% · 3 open now · since Oct 2026
TensorRT-LLM 3 10% required in 67% · 3 open now · since Oct 2026
PyTorch 2 7% required in 100% · 2 open now · since Sep 2026
CUTLASS 1 3% optional · 1 open now · since Nov 2026
Show all (13)
Diffusers1
Doctrine1
FastAPI1
Symfony1
Transformers1

What databases does Runware use?

ClickHouse is named in 7% of job postings at Runware, followed by Google BigQuery (3%), MySQL (3%), Redis (3%).

ClickHouse 2 7% required in 100% · 1 open now · since May 2026
Google BigQuery 1 3% required in 100% · since May 2026
MySQL 1 3% required in 100% · 1 open now · since Jul 2026
Redis 1 3% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Runware use?

Kubernetes is named in 30% of job postings at Runware, followed by Grafana (23%), vLLM (20%), Linux (17%).

Kubernetes 9 30% required in 33% · 8 open now · since Jul 2026
Grafana 7 23% required in 71% · 3 open now · since May 2026
vLLM 6 20% required in 67% · 6 open now · since Apr 2026
Linux 5 17% required in 100% · 4 open now · since Apr 2026
Datadog 4 13% required in 100% · 1 open now · since May 2026
GitHub 4 13% required in 100% · 2 open now · since Apr 2026
Postman 2 7% required in 100% · 1 open now · since Aug 2026
Amazon S3 1 3% required in 100% · 1 open now · since Nov 2026
Show all (12)
Anthropic1
New Relic1
OpenAI1
RabbitMQ1

What developer tools does Runware use?

InfiniBand is named in 23% of job postings at Runware, followed by Prometheus (17%), TensorRT (17%), Rest API (10%).

InfiniBand 7 23% required in 43% · 6 open now · since Nov 2026
Prometheus 5 17% required in 60% · 2 open now · since May 2026
TensorRT 5 17% required in 20% · 5 open now · since Apr 2026
Rest API 3 10% required in 100% · 2 open now · since Aug 2026
SolidWorks 3 10% required in 67% · 2 open now · since Oct 2026
Ansible 3 10% required in 33% · 2 open now · since Nov 2026
Terraform 3 10% required in 33% · 2 open now · since Nov 2026
ANSYS 2 7% required in 100% · 1 open now · since Oct 2026
Show all (18)
ComfyUI2
NVLink2
SLURM2
Fusion 3601
Model Context Protocol1
WebSockets1
Docker1
Knative1
Nomad1
TPU1

What AI and ML technologies does Runware use?

LLM is named in 27% of job postings at Runware, followed by LoRA (7%), PEFT (7%), Kling (3%).

LLM 8 27% required in 100% · 6 open now · since Aug 2026
LoRA 2 7% required in 50% · 2 open now · since Sep 2026
PEFT 2 7% required in 50% · 2 open now · since Sep 2026
Kling 1 3% required in 100% · 1 open now · since Oct 2026
Stable Diffusion 1 3% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Runware ask for?

Platform Engineering is named in 17% of job postings at Runware, followed by Machine Learning (13%), Fine-tuning (13%), BGP (10%).

Platform Engineering 5 17% required in 60% · 4 open now · since Jul 2026
Machine Learning 4 13% required in 100% · 3 open now · since Sep 2026
Fine-tuning 4 13% required in 25% · 4 open now · since Sep 2026
BGP 3 10% required in 100% · 2 open now · since Nov 2026
HPC 3 10% required in 100% · 3 open now · since Nov 2026
AI Agents 2 7% required in 100% · 1 open now · since Aug 2026
CI/CD 2 7% required in 100% · 2 open now · since Apr 2026
Configuration Management 2 7% required in 100% · 1 open now · since Nov 2026
Show all (33)
KV Cache2
Quantization2
eBPF2
DNS1
Diffusion Models1
ETL/ELT1
Function Calling1
GD&T1
Incident Management1
PKI1
RAG1
SLI/SLO/SLA1
Self-Healing1
Speculative Decoding1
Structured Outputs1
TCP/IP1
VLAN1
VPN1
Knowledge Distillation1
Mixture of Experts1
Model Distillation1
Multimodal AI1
Red Teaming1
Speech Recognition1
Text-to-Speech1

What does each Runware team work with?

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

Backend

4 postings
Go3
PHP2

DevOps

4 postings
Linux3
Kubernetes2
LLM2
Python2

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How is the Runware 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
HPCNov 2026
KV CacheNov 2026
eBPFNov 2026
NVLinkNov 2026
InfiniBandNov 2026
NCCLNov 2026
BGPNov 2026
AnsibleNov 2026

How modern is the Runware stack?

Cutting-edge AI adopter 79/100

Runware 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: 5; legacy ones: 0.

How common is the Runware stack in its industry?

Share of the 66 companies in the same industries, whose stack Alion knows, that use each technology.

Python70%
Kubernetes39%
LLM50%
Go24%
Grafana14%
NCCL12%
PHP8%
vLLM14%
Linux23%
Datadog11%

Questions about the Runware tech stack

What programming languages does Runware use?

The languages named in Runware job postings are Python (37%), Go (23%), PHP (20%), C++ (10%), Rust (7%), as a share of the 30 postings of the last 12 months.

Does Runware use NCCL?

Yes. NCCL is named in 6 of 30 job postings (20%) and required in 4 of them.

What cloud and platforms does Runware use?

The cloud and platforms named in Runware job postings are Kubernetes (9), Grafana (7), vLLM (6) (postings in brackets).

What skills do you need for a Backend job at Runware?

Backend postings at Runware most often require Go (3), PHP (2), out of 4 postings in the last 12 months.

Is the Runware tech stack changing?

Yes. HPC, KV Cache, eBPF, NVLink first appeared in Runware job postings in the last six months.

How modern is the Runware tech stack?

Runware 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: 5; legacy ones: 0.

How does Alion know the Runware tech stack?

Alion reads every job posting Runware publishes and tags the technologies each one names. The figures on this page count the 30 postings of the last 12 months and were updated on Nov 13, 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, "Runware tech stack: 94 technologies from 30 job postings", as of Nov 13, 2026. https://alion.io/company/runware/technologies

Licence: CC BY-SA 4.0JSON