Firmus Technologies
Cloud Platforms (IaaS & PaaS) · AI Compute & Inference

Firmus Technologies tech stack

Firmus Technologies builds mostly with Python, Go, Bash, Rust. Its stack also includes Kubernetes, Linux, OpenTelemetry, NCCL. Python is named in 42 of the 74 job postings Firmus Technologies published in the last 12 months (57%). Counted by Alion from the job postings of Firmus Technologies, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
201
Postings analysed
74
Open now
49
Modernity
78 /100
New in 6 months
8

What programming languages does Firmus Technologies use?

Python is named in 57% of job postings at Firmus Technologies, followed by Go (16%), Bash (15%), Rust (4%).

Python 42 57% required in 100% · 27 open now · since Jan 2026
Go 12 16% required in 100% · 7 open now · since Jan 2026
Bash 11 15% required in 100% · 6 open now · since Feb 2026
Rust 3 4% required in 100% · 2 open now · since Feb 2026
SQL 3 4% required in 100% · 2 open now · since Sep 2026
C++ 2 3% required in 100% · 1 open now · since Aug 2026
TypeScript 2 3% required in 100% · 2 open now · since Sep 2026
JavaScript 2 3% required in 50% · 1 open now · since Sep 2026
Show all (11)
Java1
MATLAB1
Node JS1

What frameworks and libraries does Firmus Technologies use?

OpenTelemetry is named in 11% of job postings at Firmus Technologies, followed by NCCL (11%), PyTorch (4%), CUDA (3%).

OpenTelemetry 8 11% required in 100% · 7 open now · since Jul 2026
NCCL 8 11% required in 88% · 4 open now · since Jan 2026
PyTorch 3 4% required in 100% · 2 open now · since Jan 2026
CUDA 2 3% required in 100% · 1 open now · since Sep 2026
Angular 1 1% required in 100% · 1 open now · since Sep 2026
AutoGen 1 1% required in 100% · 1 open now · since Sep 2026
Celery 1 1% required in 100% · 1 open now · since Sep 2026
CrewAI 1 1% required in 100% · 1 open now · since Sep 2026
Show all (35)
Cypress1
DSPy1
Dagster1
DeepEval1
DeepSpeed1
FSDP1
FastAPI1
Haystack1
JAX1
JUnit1
LangChain1
LangGraph1
LlamaIndex1
Megatron-LM1
Next.js1
Pydantic AI1
Pytest1
Ragas1
React.js1
SGLang1
TensorFlow1
TensorFlow C++1
TensorRT-LLM1
TruLens1
Vue.js1
cuDNN1
pgvector1

What databases does Firmus Technologies use?

ElasticSearch is named in 7% of job postings at Firmus Technologies, followed by ClickHouse (4%), PostgreSQL (3%), Apache Iceberg (1%).

ElasticSearch 5 7% required in 100% · 5 open now · since Aug 2026
ClickHouse 3 4% required in 100% · 1 open now · since Jul 2026
PostgreSQL 2 3% required in 50% · 2 open now · since Sep 2026
Apache Iceberg 1 1% required in 100% · 1 open now · since Sep 2026
Cassandra 1 1% required in 100% · 1 open now · since Sep 2026
Delta Lake 1 1% required in 100% · 1 open now · since Sep 2026
DynamoDB 1 1% required in 100% · 1 open now · since Sep 2026
Memcached 1 1% required in 100% · 1 open now · since Sep 2026
Show all (17)
Milvus1
Neo4j1
OpenSearch1
Pinecone1
Qdrant1
Redis1
Snowflake1
Trino1
Weaviate1

What cloud and platforms does Firmus Technologies use?

Kubernetes is named in 50% of job postings at Firmus Technologies, followed by Linux (36%), Grafana (23%), GitHub Actions (8%).

Kubernetes 37 50% required in 92% · 22 open now · since Jan 2026
Linux 27 36% required in 96% · 19 open now · since Feb 2026
Grafana 17 23% required in 94% · 11 open now · since Apr 2026
GitHub Actions 6 8% required in 100% · 3 open now · since Jan 2026
SIEM 6 8% required in 100% · 4 open now · since Sep 2026
Amazon S3 4 5% required in 100% · 3 open now · since Feb 2026
GitLab CI 4 5% required in 100% · 3 open now · since Jan 2026
PagerDuty 4 5% required in 75% · 3 open now · since Jan 2026
Show all (37)
Apache Kafka3
VMWare3
AWS3
Azure2
GitHub2
Microsoft Entra ID2
Power BI2
Active Directory1
Airflow1
Arize Phoenix1
Authentik1
Cortex XDR1
Figma1
GCP1
GitLab1
Hugging Face1
LangSmith1
Langfuse1
MLFlow1
NVIDIA NIM1
NVIDIA Omniverse1
Okta1
OpenAI1
Prefect1
Redpanda1
Spark1
TGI1
Windows1
vLLM1

What developer tools does Firmus Technologies use?

Prometheus is named in 20% of job postings at Firmus Technologies, followed by Ansible (19%), InfiniBand (18%), Terraform (16%).

Prometheus 15 20% required in 100% · 9 open now · since Apr 2026
Ansible 14 19% required in 100% · 7 open now · since Feb 2026
InfiniBand 13 18% required in 85% · 10 open now · since Feb 2026
Terraform 12 16% required in 100% · 8 open now · since Feb 2026
ArgoCD 11 15% required in 100% · 6 open now · since Jan 2026
SLURM 10 14% required in 100% · 3 open now · since Jan 2026
Loki 6 8% required in 100% · 4 open now · since Jul 2026
OpenTofu 6 8% required in 100% · 3 open now · since Feb 2026
Show all (52)
gRPC6
Jenkins5
NVLink5
etcd5
Microsoft Excel5
Cilium4
Kyverno4
Rest API4
Helm3
Proxmox VE3
Thanos3
OPC UA3
Calico2
Cilium Tetragon2
Docker2
Falco2
KVM2
OPA Gatekeeper2
kubeadm2
Model Context Protocol2
Open Policy Agent2
ANSYS1
Argo Workflows1
AutoCAD1
CircleCI1
GraphQL1
HashiCorp Vault1
Hyper-V1
Keycloak1
Kustomize1
Meta Quest SDK1
Mimir1

And 12 more, each named in fewer postings.

What AI and ML technologies does Firmus Technologies use?

LLM is named in 12% of job postings at Firmus Technologies, followed by Llama (1%), LoRA (1%), PEFT (1%).

LLM 9 12% required in 78% · 5 open now · since Jan 2026
Llama 1 1% required in 100% · since Jan 2026
LoRA 1 1% required in 100% · since Jan 2026
PEFT 1 1% required in 100% · since Jan 2026
QLoRA 1 1% required in 100% · since Jan 2026

Which engineering practices does Firmus Technologies ask for?

HPC is named in 43% of job postings at Firmus Technologies, followed by CI/CD (42%), Platform Engineering (23%), AI Agents (18%).

HPC 32 43% required in 66% · 21 open now · since Feb 2026
CI/CD 31 42% required in 100% · 16 open now · since Jan 2026
Platform Engineering 17 23% required in 82% · 11 open now · since Jul 2026
AI Agents 13 18% required in 100% · 10 open now · since Jan 2026
GitOps 11 15% required in 100% · 6 open now · since Jan 2026
SLI/SLO/SLA 10 14% required in 100% · 8 open now · since Jan 2026
Incident Management 7 9% required in 86% · 5 open now · since Jun 2026
Fine-tuning 6 8% required in 100% · 4 open now · since Jan 2026
Show all (44)
RAG6
Agentic Workflows4
Function Calling4
SRE4
DNS4
BGP3
Digital Twin3
Human-in-the-Loop3
Self-Healing3
eBPF3
Configuration Management2
Embeddings2
KV Cache2
LLM Guardrails2
MPLS2
Machine Learning2
Multimodal AI2
Quantization2
Reranking2
Service Mesh2
Time Series2
VLAN2
A/B Testing1
AIOps1
Error Budget1
Hybrid Search1
Knowledge Graph1
LLM Evaluation1
Multi-Agent Systems1
PKI1
Speculative Decoding1
Structured Outputs1

And 4 more, each named in fewer postings.

What does each Firmus Technologies team work with?

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

DevOps

18 postings
Python17
Linux14
Kubernetes13
Grafana12
Prometheus11
Ansible10

AI/ML

10 postings
Python7
Kubernetes6
Go4
LLM4
NCCL3
NVLink3

Security

6 postings
Kubernetes4
Python4
Linux3
Cilium Tetragon2
Falco2
Go2

Networking

5 postings
Linux4
Ansible3
InfiniBand3
Python3
NCCL2
SIEM2

Backend

4 postings
Python4
Kubernetes3
AWS2
Apache Kafka2
ArgoCD2
Go2

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How is the Firmus Technologies 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
Power BISep 2026
Cilium TetragonSep 2026
FalcoSep 2026
Microsoft Entra IDSep 2026
Proxmox VESep 2026
Self-HealingSep 2026
VMWareSep 2026
KVMSep 2026
Rising
Kubernetes25% → 51%
AI Agents0% → 22%
Platform Engineering8% → 29%
Go0% → 18%
GitOps0% → 18%
CI/CD25% → 42%
SLI/SLO/SLA0% → 16%
Linux25% → 38%
Falling
InfiniBand33% → 15%
Microsoft Excel17% → 5%
Bash17% → 11%
Jenkins8% → 5%
Kyverno8% → 5%

How modern is the Firmus Technologies stack?

Cutting-edge AI adopter 78/100

Firmus Technologies scores 78 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 Firmus Technologies stack in its industry?

Share of the 697 companies in the same industries, whose stack Alion knows, that use each technology.

Python58%
Kubernetes49%
Linux57%
Grafana32%
Go26%
Bash27%
LLM30%
NCCL11%
OpenTelemetry16%
GitHub Actions15%

What sets Firmus Technologies apart

PagerDuty4%

Questions about the Firmus Technologies tech stack

What programming languages does Firmus Technologies use?

The languages named in Firmus Technologies job postings are Python (57%), Go (16%), Bash (15%), Rust (4%), SQL (4%), as a share of the 74 postings of the last 12 months.

Does Firmus Technologies use OpenTelemetry?

Yes. OpenTelemetry is named in 8 of 74 job postings (11%) and required in 8 of them.

What cloud and platforms does Firmus Technologies use?

The cloud and platforms named in Firmus Technologies job postings are Kubernetes (37), Linux (27), Grafana (17) (postings in brackets).

What skills do you need for a DevOps job at Firmus Technologies?

DevOps postings at Firmus Technologies most often require Python (17), Linux (14), Kubernetes (13), Grafana (12), out of 18 postings in the last 12 months.

Is the Firmus Technologies tech stack changing?

Yes. Power BI, Cilium Tetragon, Falco, Microsoft Entra ID first appeared in Firmus Technologies job postings in the last six months.

How modern is the Firmus Technologies tech stack?

Firmus Technologies scores 78 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 Firmus Technologies tech stack?

Alion reads every job posting Firmus Technologies publishes and tags the technologies each one names. The figures on this page count the 74 postings of the last 12 months and were updated on Nov 10, 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, "Firmus Technologies tech stack: 201 technologies from 74 job postings", as of Nov 10, 2026. https://alion.io/company/firmus-technologies/technologies

Licence: CC BY-SA 4.0JSON