LoiZéro tech stack

LoiZéro builds mostly with Python, Bash. Its stack also includes Kubernetes, Spark, Ray, Accelerate. Kubernetes is named in 4 of the 5 job postings LoiZéro published in the last 12 months (80%). Counted by Alion from the job postings of LoiZéro, updated Oct 16, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 16, 2026
Technologies in use
39
Postings analysed
5
Open now
5
Modernity
76 /100
New in 6 months
1

What programming languages does LoiZéro use?

Python is named in 40% of job postings at LoiZéro, followed by Bash (20%).

Python 2 40% required in 50% · 2 open now · since Jun 2025
Bash 1 20% optional · 1 open now · since Aug 2026

What frameworks and libraries does LoiZéro use?

Ray is named in 40% of job postings at LoiZéro, followed by Accelerate (20%), Dagster (20%), DeepSpeed (20%).

Ray 2 40% required in 100% · 2 open now · since Jan 2026
Accelerate 1 20% required in 100% · 1 open now · since Jan 2026
Dagster 1 20% required in 100% · 1 open now · since Jul 2026
DeepSpeed 1 20% required in 100% · 1 open now · since Jan 2026
FSDP 1 20% required in 100% · 1 open now · since Jan 2026
Flink 1 20% required in 100% · 1 open now · since Jul 2026
Megatron-LM 1 20% required in 100% · 1 open now · since Jan 2026
PyTorch 1 20% required in 100% · 1 open now · since Jun 2025
Show all (9)
SGLang1

What cloud and platforms does LoiZéro use?

Kubernetes is named in 80% of job postings at LoiZéro, followed by Spark (40%), vLLM (40%), AWS (40%).

Kubernetes 4 80% required in 100% · 4 open now · since Jun 2025
Spark 2 40% required in 100% · 2 open now · since Jul 2026
vLLM 2 40% required in 100% · 2 open now · since Jan 2026
AWS 2 40% required in 50% · 2 open now · since Jun 2025
Azure 2 40% required in 50% · 2 open now · since Jun 2025
GCP 2 40% required in 50% · 2 open now · since Jun 2025
GitHub Actions 1 20% required in 100% · 1 open now · since Aug 2026
GitLab CI 1 20% required in 100% · 1 open now · since Aug 2026
Show all (13)
Grafana1
Hugging Face1
Prefect1
Weights & Biases1
Linux1

What developer tools does LoiZéro use?

Docker is named in 60% of job postings at LoiZéro, followed by SLURM (60%), Jenkins (20%), Prometheus (20%).

Docker 3 60% required in 100% · 3 open now · since Jun 2025
SLURM 3 60% required in 100% · 3 open now · since Jan 2026
Jenkins 1 20% required in 100% · 1 open now · since Aug 2026
Prometheus 1 20% required in 100% · 1 open now · since Aug 2026
Terraform 1 20% required in 100% · 1 open now · since Aug 2026
gRPC 1 20% required in 100% · 1 open now · since Jan 2026

What AI and ML technologies does LoiZéro use?

LLM is named in 20% of job postings at LoiZéro.

LLM 1 20% required in 100% · 1 open now · since Jul 2026

Which engineering practices does LoiZéro ask for?

CI/CD is named in 20% of job postings at LoiZéro, followed by Fine-tuning (20%), GitOps (20%), HPC (20%).

CI/CD 1 20% required in 100% · 1 open now · since Aug 2026
Fine-tuning 1 20% required in 100% · 1 open now · since Jul 2026
GitOps 1 20% required in 100% · 1 open now · since Aug 2026
HPC 1 20% required in 100% · 1 open now · since Aug 2026
Human-in-the-Loop 1 20% required in 100% · 1 open now · since Jul 2026
IAM 1 20% required in 100% · 1 open now · since Aug 2026
Machine Learning 1 20% required in 100% · 1 open now · since Jun 2026
NLP 1 20% required in 100% · 1 open now · since Jul 2026

What does each LoiZéro team work with?

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

AI/ML

4 postings
Docker3
Kubernetes3
Ray2
SLURM2
Spark2
vLLM2

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How is the LoiZéro 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
SparkJul 2026

How modern is the LoiZéro stack?

Cutting-edge AI adopter 76/100

LoiZéro scores 76 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: 1; legacy ones: 0.

How common is the LoiZéro stack in its industry?

Share of the 112 companies in the same industries, whose stack Alion knows, that use each technology.

Kubernetes62%
AWS55%
Azure35%
GCP51%
Python77%
Ray26%
Spark16%
vLLM32%
Accelerate6%
Bash15%

Questions about the LoiZéro tech stack

What programming languages does LoiZéro use?

The languages named in LoiZéro job postings are Python (40%), Bash (20%), as a share of the 5 postings of the last 12 months.

Does LoiZéro use Ray?

Yes. Ray is named in 2 of 5 job postings (40%) and required in 2 of them.

What cloud and platforms does LoiZéro use?

The cloud and platforms named in LoiZéro job postings are Kubernetes (4), Spark (2), vLLM (2) (postings in brackets).

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

AI/ML postings at LoiZéro most often require Docker (3), Kubernetes (3), Ray (2), SLURM (2), out of 4 postings in the last 12 months.

Is the LoiZéro tech stack changing?

Yes. Spark first appeared in LoiZéro job postings in the last six months.

How modern is the LoiZéro tech stack?

LoiZéro scores 76 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: 1; legacy ones: 0.

How does Alion know the LoiZéro tech stack?

Alion reads every job posting LoiZéro publishes and tags the technologies each one names. The figures on this page count the 5 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, "LoiZéro tech stack: 39 technologies from 5 job postings", as of Oct 16, 2026. https://alion.io/company/loizero/technologies

Licence: CC BY-SA 4.0JSON