Constant tech stack

Constant builds mostly with Python, PHP, Rust, PowerShell. Its stack also includes Vultr, Linux, MySQL, PostgreSQL. Vultr is named in 46 of the 46 job postings Constant published in the last 12 months (100%). Counted by Alion from the job postings of Constant, updated Sep 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 29, 2026
Technologies in use
90
Postings analysed
46
Open now
45
Modernity
68 /100
New in 6 months
8

What programming languages does Constant use?

Python is named in 30% of job postings at Constant, followed by PHP (15%), Rust (9%), PowerShell (9%).

Python 14 30% required in 71% · 13 open now · since Jul 2026
PHP 7 15% required in 100% · 6 open now · since Jul 2026
Rust 4 9% required in 100% · 4 open now · since Jul 2026
PowerShell 4 9% optional · 4 open now · since Sep 2026
Bash 3 7% required in 33% · 3 open now · since Sep 2026
Go 2 4% required in 100% · 2 open now · since Jul 2026
SQL 2 4% required in 50% · 2 open now · since Sep 2026
C++ 1 2% required in 100% · 1 open now · since Jul 2026
Show all (9)
Lua1

What frameworks and libraries does Constant use?

CUDA is named in 2% of job postings at Constant, followed by DeepSpeed (2%), JAX (2%), Megatron-LM (2%).

CUDA 1 2% required in 100% · 1 open now · since Apr 2026
DeepSpeed 1 2% required in 100% · 1 open now · since Apr 2026
JAX 1 2% required in 100% · 1 open now · since Apr 2026
Megatron-LM 1 2% required in 100% · 1 open now · since Apr 2026
NCCL 1 2% required in 100% · 1 open now · since Jul 2026
PyTorch 1 2% required in 100% · 1 open now · since Apr 2026
ROCm 1 2% required in 100% · 1 open now · since Apr 2026
Ray 1 2% required in 100% · 1 open now · since Apr 2026
Show all (9)
TensorFlow1

What databases does Constant use?

MySQL is named in 2% of job postings at Constant, followed by PostgreSQL (2%), Redis (2%).

MySQL 1 2% required in 100% · 1 open now · since Sep 2026
PostgreSQL 1 2% required in 100% · 1 open now · since Sep 2026
Redis 1 2% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Constant use?

Vultr is named in 100% of job postings at Constant, followed by Linux (33%), Kubernetes (22%), Grafana (13%).

Vultr 46 100% required in 100% · 45 open now · since Feb 2026
Linux 15 33% required in 100% · 14 open now · since Mar 2026
Kubernetes 10 22% required in 90% · 9 open now · since Mar 2026
Grafana 6 13% required in 100% · 6 open now · since Jul 2026
SIEM 4 9% required in 100% · 4 open now · since Sep 2026
PagerDuty 4 9% optional · 4 open now · since Sep 2026
AWS 3 7% required in 67% · 3 open now · since Sep 2026
Apache Kafka 2 4% required in 100% · 2 open now · since Aug 2026
Show all (28)
Debian2
Kibana2
Power BI2
Windows2
Azure2
GCP2
CUDA Toolkit1
CentOS Stream1
Cloudflare1
DigitalOcean1
GitHub Actions1
Hugging Face1
IBM QRadar1
Linode1
Looker1
Splunk1
Tableau1
Ubuntu1
Unix1
Windows Server1

What developer tools does Constant use?

Ansible is named in 20% of job postings at Constant, followed by Terraform (11%), Puppet (9%), InfiniBand (7%).

Ansible 9 20% required in 100% · 8 open now · since Jul 2026
Terraform 5 11% required in 100% · 5 open now · since Jul 2026
Puppet 4 9% required in 100% · 3 open now · since Aug 2026
InfiniBand 3 7% required in 100% · 3 open now · since Apr 2026
Prometheus 3 7% required in 100% · 3 open now · since Jul 2026
SLURM 3 7% required in 100% · 3 open now · since Apr 2026
HAProxy 2 4% required in 100% · 2 open now · since Jul 2026
Loki 2 4% required in 100% · 2 open now · since Aug 2026
Show all (23)
ArgoCD1
Chef1
CloudFormation1
Docker1
Helm1
Jenkins1
KVM1
Microsoft Excel1
Mimir1
NVLink1
Pulumi1
QEMU1
Rest API1
containerd1
gRPC1

What AI and ML technologies does Constant use?

LLM is named in 2% of job postings at Constant.

LLM 1 2% required in 100% · 1 open now · since Apr 2026

Which engineering practices does Constant ask for?

SLI/SLO/SLA is named in 26% of job postings at Constant, followed by Platform Engineering (17%), BGP (15%), CI/CD (15%).

SLI/SLO/SLA 12 26% required in 100% · 12 open now · since Feb 2026
Platform Engineering 8 17% required in 100% · 8 open now · since Jul 2026
BGP 7 15% required in 100% · 7 open now · since Mar 2026
CI/CD 7 15% required in 86% · 6 open now · since Mar 2026
Configuration Management 5 11% required in 100% · 4 open now · since Aug 2026
DNS 5 11% required in 100% · 5 open now · since Mar 2026
Fine-tuning 3 7% required in 100% · 3 open now · since Apr 2026
HPC 2 4% required in 100% · 2 open now · since Apr 2026
Show all (17)
AI Agents1
DHCP1
Embeddings1
IAM1
OSPF1
RAG1
Reinforcement Learning1
SRE1
TCP/IP1

What does each Constant team work with?

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

DevOps

9 postings
Vultr9
Linux6
PHP5
Ansible4
Grafana4
Prometheus3

Product

5 postings
Vultr5
Kubernetes2
Terraform2

Backend

4 postings
Vultr4
Python3
Grafana2
Kibana2
Kubernetes2
Linux2

Networking

3 postings
Vultr3
Ansible2
Python2

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How is the Constant 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
SIEMSep 2026
KibanaSep 2026
Power BISep 2026
AzureSep 2026
GCPSep 2026
AWSSep 2026
PagerDutySep 2026
PowerShellSep 2026

How modern is the Constant stack?

Modern AI adopter 68/100

Constant scores 68 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 Constant stack in its industry?

Share of the 248 companies in the same industries, whose stack Alion knows, that use each technology.

Vultr0%
Linux59%
Python63%
Kubernetes55%
PHP19%
Grafana35%
PagerDuty5%
PowerShell23%
Rust23%
SIEM21%

What sets Constant apart

Vultr0%

Questions about the Constant tech stack

What programming languages does Constant use?

The languages named in Constant job postings are Python (30%), PHP (15%), Rust (9%), PowerShell (9%), Bash (7%), as a share of the 46 postings of the last 12 months.

Does Constant use Vultr?

Yes. Vultr is named in 46 of 46 job postings (100%) and required in 46 of them.

What cloud and platforms does Constant use?

The cloud and platforms named in Constant job postings are Vultr (46), Linux (15), Kubernetes (10) (postings in brackets).

What skills do you need for a DevOps job at Constant?

DevOps postings at Constant most often require Vultr (9), Linux (6), PHP (5), Ansible (4), out of 9 postings in the last 12 months.

Is the Constant tech stack changing?

Yes. SIEM, Kibana, Power BI, Azure first appeared in Constant job postings in the last six months.

How modern is the Constant tech stack?

Constant scores 68 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 Constant tech stack?

Alion reads every job posting Constant publishes and tags the technologies each one names. The figures on this page count the 46 postings of the last 12 months and were updated on Sep 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, "Constant tech stack: 90 technologies from 46 job postings", as of Sep 29, 2026. https://alion.io/company/constant-com/technologies

Licence: CC BY-SA 4.0JSON