Firmus Metal International tech stack

Firmus Metal International builds mostly with Python, C++, Go, SQL. Its stack also includes Kubernetes, Arize Phoenix, ElasticSearch, Milvus. Python is named in 4 of the 6 job postings Firmus Metal International published in the last 12 months (67%). Counted by Alion from the job postings of Firmus Metal International, updated Oct 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 29, 2026
Technologies in use
89
Postings analysed
6
Open now
4
Modernity
69 /100

What programming languages does Firmus Metal International use?

Python is named in 67% of job postings at Firmus Metal International, followed by C++ (17%), Go (17%), SQL (17%).

Python 4 67% required in 100% · 2 open now · since Sep 2026
C++ 1 17% required in 100% · since Sep 2026
Go 1 17% required in 100% · since Sep 2026
SQL 1 17% required in 100% · since Sep 2026

What frameworks and libraries does Firmus Metal International use?

AutoGen is named in 17% of job postings at Firmus Metal International, followed by CUDA (17%), Celery (17%), CrewAI (17%).

AutoGen 1 17% required in 100% · since Sep 2026
CUDA 1 17% required in 100% · since Sep 2026
Celery 1 17% required in 100% · since Sep 2026
CrewAI 1 17% required in 100% · since Sep 2026
DSPy 1 17% required in 100% · since Sep 2026
Dagster 1 17% required in 100% · since Sep 2026
DeepEval 1 17% required in 100% · since Sep 2026
FastAPI 1 17% required in 100% · since Sep 2026
Show all (21)
Haystack1
LangChain1
LangGraph1
LlamaIndex1
NCCL1
OpenTelemetry1
Pydantic AI1
Ragas1
SGLang1
TensorRT-LLM1
TruLens1
cuDNN1
pgvector1

What databases does Firmus Metal International use?

ElasticSearch is named in 17% of job postings at Firmus Metal International, followed by Milvus (17%), Neo4j (17%), OpenSearch (17%).

ElasticSearch 1 17% required in 100% · since Sep 2026
Milvus 1 17% required in 100% · since Sep 2026
Neo4j 1 17% required in 100% · since Sep 2026
OpenSearch 1 17% required in 100% · since Sep 2026
Pinecone 1 17% required in 100% · since Sep 2026
Qdrant 1 17% required in 100% · since Sep 2026
Weaviate 1 17% required in 100% · since Sep 2026
PostgreSQL 1 17% optional · since Sep 2026

What cloud and platforms does Firmus Metal International use?

Kubernetes is named in 67% of job postings at Firmus Metal International, followed by Arize Phoenix (17%), Authentik (17%), Hugging Face (17%).

Kubernetes 4 67% required in 75% · 2 open now · since Sep 2026
Arize Phoenix 1 17% required in 100% · since Sep 2026
Authentik 1 17% required in 100% · 1 open now · since Oct 2026
Hugging Face 1 17% required in 100% · since Sep 2026
LangSmith 1 17% required in 100% · since Sep 2026
Langfuse 1 17% required in 100% · since Sep 2026
Linux 1 17% required in 100% · 1 open now · since Oct 2026
Microsoft Entra ID 1 17% required in 100% · 1 open now · since Oct 2026
Show all (14)
NVIDIA NIM1
Okta1
OpenAI1
Prefect1
TGI1
vLLM1

What developer tools does Firmus Metal International use?

Ansible is named in 17% of job postings at Firmus Metal International, followed by Argo Workflows (17%), HashiCorp Vault (17%), InfiniBand (17%).

Ansible 1 17% required in 100% · 1 open now · since Oct 2026
Argo Workflows 1 17% required in 100% · since Sep 2026
HashiCorp Vault 1 17% required in 100% · 1 open now · since Oct 2026
InfiniBand 1 17% required in 100% · 1 open now · since Oct 2026
Keycloak 1 17% required in 100% · 1 open now · since Oct 2026
Model Context Protocol 1 17% required in 100% · since Sep 2026
NVLink 1 17% required in 100% · since Sep 2026
Promptfoo 1 17% required in 100% · since Sep 2026
Show all (15)
Rest API1
SLURM1
Semantic Kernel1
TensorRT1
Triton Inference Server1
WebSockets1
gRPC1

What AI and ML technologies does Firmus Metal International use?

LLM is named in 33% of job postings at Firmus Metal International.

LLM 2 33% required in 100% · since Sep 2026

Which engineering practices does Firmus Metal International ask for?

CI/CD is named in 67% of job postings at Firmus Metal International, followed by AI Agents (50%), Function Calling (50%), RAG (50%).

CI/CD 4 67% required in 100% · 2 open now · since Sep 2026
AI Agents 3 50% required in 100% · 1 open now · since Sep 2026
Function Calling 3 50% required in 100% · 1 open now · since Sep 2026
RAG 3 50% required in 100% · 1 open now · since Sep 2026
Agentic Workflows 2 33% required in 100% · 1 open now · since Sep 2026
Embeddings 2 33% required in 100% · since Sep 2026
Multimodal AI 2 33% required in 100% · since Sep 2026
Quantization 2 33% required in 100% · 1 open now · since Sep 2026
Show all (26)
Reranking2
Fine-tuning1
GitOps1
Human-in-the-Loop1
Hybrid Search1
Incident Management1
KV Cache1
Knowledge Graph1
LLM Guardrails1
MPLS1
Multi-Agent Systems1
PKI1
Speculative Decoding1
Structured Outputs1
Time Series1
VLAN1
VPN1
HPC1

How does your stack fit Firmus Metal International?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How modern is the Firmus Metal International stack?

Modern AI adopter 69/100

Firmus Metal International scores 69 out of 100 (Modern). 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 Firmus Metal International stack in its industry?

Share of the 842 companies in the same industries, whose stack Alion knows, that use each technology.

Kubernetes12%
Python24%
LLM9%
Arize Phoenix0%
Authentik0%
AutoGen1%
C++9%
CUDA2%
Celery1%
CrewAI1%

Questions about the Firmus Metal International tech stack

What programming languages does Firmus Metal International use?

The languages named in Firmus Metal International job postings are Python (67%), C++ (17%), Go (17%), SQL (17%), as a share of the 6 postings of the last 12 months.

Does Firmus Metal International use Kubernetes?

Yes. Kubernetes is named in 4 of 6 job postings (67%) and required in 3 of them.

What cloud and platforms does Firmus Metal International use?

The cloud and platforms named in Firmus Metal International job postings are Kubernetes (4), Arize Phoenix (1), Authentik (1) (postings in brackets).

Is the Firmus Metal International tech stack changing?

No new technology has appeared in Firmus Metal International job postings in the last six months.

How modern is the Firmus Metal International tech stack?

Firmus Metal International scores 69 out of 100 (Modern). 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 Firmus Metal International tech stack?

Alion reads every job posting Firmus Metal International publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Oct 29, 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 Metal International tech stack: 89 technologies from 6 job postings", as of Oct 29, 2026. https://alion.io/company/firmus-metal-international/technologies

Licence: CC BY-SA 4.0JSON