ALS
Food Safety · Environmental Science

ALS tech stack

ALS builds mostly with SQL, Python, JavaScript, Bash. Its stack also includes Active Directory, Azure, Oracle, Angular. SQL is named in 12 of the 122 job postings ALS published in the last 12 months (10%). Counted by Alion from the job postings of ALS, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
69
Postings analysed
122
Open now
73
Modernity
70 /100
New in 6 months
8

What programming languages does ALS use?

SQL is named in 10% of job postings at ALS, followed by Python (9%), JavaScript (2%), Bash (1%).

SQL 12 10% required in 33% · 5 open now · since Mar 2026
Python 11 9% required in 18% · 5 open now · since Mar 2026
JavaScript 2 2% required in 50% · 1 open now · since Aug 2026
Bash 1 1% required in 100% · 1 open now · since Jun 2026
C++ 1 1% required in 100% · 1 open now · since Jun 2026
PowerShell 1 1% required in 100% · 1 open now · since Oct 2026
Sass 1 1% required in 100% · since Aug 2026
TypeScript 1 1% required in 100% · since Aug 2026
Show all (10)
C#1
Node JS1

What frameworks and libraries does ALS use?

Angular is named in 1% of job postings at ALS, followed by Material UI (1%), React.js (1%), Vue.js (1%).

Angular 1 1% required in 100% · since Aug 2026
Material UI 1 1% required in 100% · since Aug 2026
React.js 1 1% required in 100% · since Aug 2026
Vue.js 1 1% required in 100% · since Aug 2026
Vuetify 1 1% required in 100% · since Aug 2026
Matplotlib 1 1% optional · since Sep 2026
NumPy 1 1% optional · since Sep 2026
PyTorch 1 1% optional · since Sep 2026
Show all (9)
Seaborn1

What databases does ALS use?

Oracle is named in 2% of job postings at ALS.

Oracle 3 2% required in 67% · 1 open now · since Aug 2026

What cloud and platforms does ALS use?

Active Directory is named in 7% of job postings at ALS, followed by Azure (6%), Windows (5%), Windows Server (5%).

Active Directory 8 7% required in 100% · 4 open now · since Aug 2026
Azure 7 6% required in 57% · 2 open now · since Aug 2026
Windows 6 5% required in 100% · 3 open now · since Sep 2026
Windows Server 6 5% required in 100% · 4 open now · since Aug 2026
GCP 5 4% required in 100% · 4 open now · since Jul 2026
Power BI 4 3% required in 100% · 3 open now · since Feb 2026
Microsoft Entra ID 3 2% required in 100% · 1 open now · since Sep 2026
VMWare 3 2% required in 100% · 2 open now · since Oct 2026
Show all (18)
Azure DevOps3
Linux2
Kubernetes2
API Gateway1
Arch Linux1
Azure AKS1
DLP1
GitHub Actions1
Unix1
.NET1

What developer tools does ALS use?

Microsoft Excel is named in 39% of job postings at ALS, followed by LIMS (16%), Hyper-V (3%), Rest API (2%).

Microsoft Excel 48 39% required in 77% · 19 open now · since Mar 2026
LIMS 20 16% required in 90% · 19 open now · since Aug 2026
Hyper-V 4 3% required in 100% · 2 open now · since Oct 2026
Rest API 3 2% required in 67% · since Aug 2026
AutoCAD 2 2% required in 100% · 1 open now · since Jul 2026
Mandiant capa 2 2% required in 100% · since Aug 2026
QGIS 2 2% required in 100% · 1 open now · since Oct 2026
Docker 2 2% required in 50% · since Aug 2026
Show all (11)
Bicep1
Copilot1
Terraform1

What AI and ML technologies does ALS use?

LLM is named in 1% of job postings at ALS.

LLM 1 1% required in 100% · since Oct 2026

Which engineering practices does ALS ask for?

Incident Management is named in 7% of job postings at ALS, followed by GLP (5%), CAPA (4%), Mass Spectrometry (4%).

Incident Management 9 7% required in 100% · 7 open now · since Jun 2026
GLP 6 5% required in 100% · 5 open now · since Oct 2026
CAPA 5 4% required in 100% · 1 open now · since Sep 2026
Mass Spectrometry 5 4% required in 100% · 4 open now · since Oct 2026
HPLC 4 3% required in 75% · 3 open now · since Oct 2026
Chromatography 3 2% required in 100% · 2 open now · since Oct 2026
Machine Learning 3 2% required in 100% · 1 open now · since Sep 2026
SOAP 3 2% required in 100% · since Sep 2026
Show all (19)
Statistical Process Control3
TCP/IP3
GMP3
CI/CD2
DHCP2
DNS2
VPN2
Good Clinical Practice1
Wi-Fi1
qPCR1
Material Design1

What does each ALS team work with?

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

Field & Service

47 postings
Microsoft Excel15
LIMS10
GCP4

Science & Research

11 postings
LIMS2
Mandiant capa2
QGIS2

Administrative

9 postings
LIMS3
Microsoft Excel2

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How does your stack fit ALS?

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How is the ALS 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
QGISOct 2026
GMPOct 2026
GLPOct 2026
Statistical Process ControlOct 2026
Mass SpectrometryOct 2026
HPLCOct 2026
ChromatographyOct 2026
Hyper-VOct 2026
Rising
LIMS0% → 19%
Azure0% → 7%
GLP0% → 6%
Windows0% → 6%
CAPA0% → 5%
Mass Spectrometry0% → 5%
Hyper-V0% → 4%
HPLC0% → 4%
Falling
Python29% → 5%
GCP21% → 2%
SQL21% → 7%
Incident Management14% → 7%

How modern is the ALS stack?

Modern AI adopter 70/100

ALS scores 70 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 ALS stack in its industry?

Share of the 796 companies in the same industries, whose stack Alion knows, that use each technology.

SQL23%
Python35%
Active Directory9%
Azure18%
Windows18%
Windows Server6%
GCP9%
Power BI17%
Azure DevOps7%
Microsoft Entra ID6%

What sets ALS apart

Oracle3%

Questions about the ALS tech stack

What programming languages does ALS use?

The languages named in ALS job postings are SQL (10%), Python (9%), JavaScript (2%), Bash (1%), C++ (1%), as a share of the 122 postings of the last 12 months.

Does ALS use Active Directory?

Yes. Active Directory is named in 8 of 122 job postings (7%) and required in 8 of them.

What cloud and platforms does ALS use?

The cloud and platforms named in ALS job postings are Active Directory (8), Azure (7), Windows (6) (postings in brackets).

What skills do you need for a Field & Service job at ALS?

Field & Service postings at ALS most often require Microsoft Excel (15), LIMS (10), GCP (4), out of 47 postings in the last 12 months.

Is the ALS tech stack changing?

Yes. QGIS, GMP, GLP, Statistical Process Control first appeared in ALS job postings in the last six months.

How modern is the ALS tech stack?

ALS scores 70 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 ALS tech stack?

Alion reads every job posting ALS publishes and tags the technologies each one names. The figures on this page count the 122 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, "ALS tech stack: 69 technologies from 122 job postings", as of Nov 10, 2026. https://alion.io/company/als-4/technologies

Licence: CC BY-SA 4.0JSON