By Light
IT Consulting & Digital Transformation · Digital Government

By Light tech stack

By Light builds mostly with Python, JavaScript, C#, Bash. Its stack also includes Linux, VMWare, React.js, Angular. Linux is named in 25 of the 73 job postings By Light published in the last 12 months (34%). Counted by Alion from the job postings of By Light, updated Nov 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 14, 2026
Technologies in use
121
Postings analysed
73
Open now
43
Modernity
68 /100

What programming languages does By Light use?

Python is named in 15% of job postings at By Light, followed by JavaScript (10%), C# (8%), Bash (5%).

Python 11 15% required in 82% · 6 open now · since Sep 2026
JavaScript 7 10% required in 14% · 2 open now · since Sep 2026
C# 6 8% required in 17% · 5 open now · since Oct 2026
Bash 4 5% required in 100% · 3 open now · since Sep 2026
TypeScript 4 5% required in 50% · 1 open now · since Sep 2026
Java 4 5% required in 25% · 3 open now · since Sep 2026
PowerShell 3 4% required in 100% · 2 open now · since Sep 2026
Go 3 4% required in 67% · since Sep 2026
Show all (16)
C++3
Node JS2
Groovy1
Perl1
Ruby1
HLSL1
PHP1
Rust1

What frameworks and libraries does By Light use?

React.js is named in 5% of job postings at By Light, followed by Angular (5%), Unreal Engine (5%), Unity (4%).

React.js 4 5% required in 100% · 1 open now · since Sep 2026
Angular 4 5% required in 75% · 1 open now · since Sep 2026
Unreal Engine 4 5% required in 50% · 3 open now · since Sep 2026
Unity 3 4% required in 67% · 2 open now · since Oct 2026
Vue.js 2 3% required in 100% · since Oct 2026
Cartographer 1 1% required in 100% · 1 open now · since Nov 2026
JQuery 1 1% required in 100% · since Sep 2026
Socket.IO 1 1% required in 100% · since Sep 2026
Show all (9)
Spring Boot1

What databases does By Light use?

MS SQL is named in 1% of job postings at By Light, followed by MySQL (1%), PostgreSQL (1%).

MS SQL 1 1% required in 100% · since Oct 2026
MySQL 1 1% required in 100% · since Sep 2026
PostgreSQL 1 1% required in 100% · since Sep 2026

What cloud and platforms does By Light use?

Linux is named in 34% of job postings at By Light, followed by VMWare (27%), Windows (18%), AWS (18%).

Linux 25 34% required in 92% · 17 open now · since Sep 2026
VMWare 20 27% required in 70% · 12 open now · since Sep 2026
Windows 13 18% required in 100% · 8 open now · since Sep 2026
AWS 13 18% required in 54% · 4 open now · since Sep 2026
Kubernetes 13 18% required in 46% · 4 open now · since Sep 2026
Azure 12 16% required in 50% · 6 open now · since Sep 2026
Active Directory 7 10% required in 100% · 5 open now · since Sep 2026
Red Hat 7 10% required in 57% · 4 open now · since Sep 2026
Show all (32)
GCP7
OpenShift7
Unix4
Amazon ECS3
Splunk3
LDAP3
Fedora2
Rancher2
SIEM2
Windows Server2
GitLab CI2
.NET1
AWS Lambda1
Amazon EC21
Amazon S31
Balsamiq1
Bitbucket1
Figma1
Grafana1
InVision1
Azure DevOps1
Cesium1
FreeBSD1
GitHub Actions1

What developer tools does By Light use?

Ansible is named in 19% of job postings at By Light, followed by Docker (18%), KVM (14%), Terraform (11%).

Ansible 14 19% required in 64% · 7 open now · since Sep 2026
Docker 13 18% required in 23% · 4 open now · since Sep 2026
KVM 10 14% required in 100% · 7 open now · since Sep 2026
Terraform 8 11% required in 75% · 2 open now · since Sep 2026
Git 8 11% required in 50% · 4 open now · since Sep 2026
Rest API 7 10% required in 57% · 2 open now · since Sep 2026
Xen 6 8% required in 100% · 6 open now · since Sep 2026
Puppet 6 8% required in 33% · 3 open now · since Sep 2026
Show all (36)
Jenkins6
Harbor5
JFrog Artifactory4
Kustomize4
CloudFormation3
AutoCAD2
Chef2
Hyper-V2
Microsoft Excel2
Pulumi2
containerd2
Model Context Protocol2
Adobe Photoshop1
Adobe XD1
HashiCorp Vault1
Helm1
Keycloak1
Packer1
Prometheus1
Proxmox VE1
QEMU1
SolidWorks1
Tcpdump1
WebRTC1
Wireshark1
pfSense1
Apache HTTP Server1
ML-Agents1

What AI and ML technologies does By Light use?

LLM is named in 1% of job postings at By Light.

LLM 1 1% optional · since Sep 2026

Which engineering practices does By Light ask for?

DNS is named in 19% of job postings at By Light, followed by CI/CD (16%), IAM (14%), Configuration Management (10%).

DNS 14 19% required in 79% · 9 open now · since Sep 2026
CI/CD 12 16% required in 58% · 3 open now · since Sep 2026
IAM 10 14% required in 60% · 8 open now · since Sep 2026
Configuration Management 7 10% required in 100% · 5 open now · since Sep 2026
TCP/IP 7 10% required in 100% · 3 open now · since Sep 2026
BGP 5 7% required in 100% · 4 open now · since Sep 2026
OSPF 4 5% required in 100% · 2 open now · since Sep 2026
Wi-Fi 4 5% required in 100% · 1 open now · since Sep 2026
Show all (24)
MPLS3
Verification & Validation3
DHCP3
PKI3
Platform Engineering2
Red Teaming2
VLAN2
VPN2
AI Agents2
RAG2
MBSE2
Fine-tuning1
Layer 21
Machine Learning1
Reinforcement Learning1
Self-Healing1

What does each By Light team work with?

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

DevOps

11 postings
Linux7
VMWare4
Ansible3
Python3
Active Directory2
Bash2

Industrial Engineering

11 postings
Linux3
Windows3
PowerShell2
Red Hat2
VMWare2

Backend

8 postings
KVM3
React.js3
Terraform3
AWS2
Angular2
Ansible2

Security

7 postings
Linux3
Python2
SIEM2

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How modern is the By Light stack?

Modern AI adopter 68/100

By Light 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 By Light stack in its industry?

Share of the 6,595 companies in the same industries, whose stack Alion knows, that use each technology.

Linux34%
VMWare16%
AWS44%
Kubernetes37%
Windows30%
Azure49%
Python52%
Active Directory18%
GCP32%
JavaScript47%

What sets By Light apart

Unreal Engine1%
Unity1%

Questions about the By Light tech stack

What programming languages does By Light use?

The languages named in By Light job postings are Python (15%), JavaScript (10%), C# (8%), Bash (5%), TypeScript (5%), as a share of the 73 postings of the last 12 months.

Does By Light use React.js?

Yes. React.js is named in 4 of 73 job postings (5%) and required in 4 of them.

What cloud and platforms does By Light use?

The cloud and platforms named in By Light job postings are Linux (25), VMWare (20), Windows (13) (postings in brackets).

What skills do you need for a DevOps job at By Light?

DevOps postings at By Light most often require Linux (7), VMWare (4), Ansible (3), Python (3), out of 11 postings in the last 12 months.

Is the By Light tech stack changing?

No new technology has appeared in By Light job postings in the last six months.

How modern is the By Light tech stack?

By Light 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 By Light tech stack?

Alion reads every job posting By Light publishes and tags the technologies each one names. The figures on this page count the 73 postings of the last 12 months and were updated on Nov 14, 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, "By Light tech stack: 121 technologies from 73 job postings", as of Nov 14, 2026. https://alion.io/company/bylight/technologies

Licence: CC BY-SA 4.0JSON