SoftConstruct tech stack

SoftConstruct builds mostly with SQL, Python, C#, Go. Its stack also includes Power BI, Azure, PostgreSQL, PyTorch. SQL is named in 11 of the 48 job postings SoftConstruct published in the last 12 months (23%). Counted by Alion from the job postings of SoftConstruct, updated Oct 15, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 15, 2026
Technologies in use
94
Postings analysed
48
Open now
48
Modernity
79 /100

What programming languages does SoftConstruct use?

SQL is named in 23% of job postings at SoftConstruct, followed by Python (19%), C# (8%), Go (6%).

SQL 11 23% required in 91% · 11 open now · since Oct 2026
Python 9 19% required in 89% · 9 open now · since Oct 2026
C# 4 8% required in 75% · 4 open now · since Oct 2026
Go 3 6% required in 67% · 3 open now · since Oct 2026
JavaScript 3 6% required in 33% · 3 open now · since Oct 2026
Node JS 2 4% required in 50% · 2 open now · since Oct 2026
C++ 1 2% optional · 1 open now · since Oct 2026
Dart 1 2% optional · 1 open now · since Oct 2026
Show all (10)
PHP1
TypeScript1

What frameworks and libraries does SoftConstruct use?

PyTorch is named in 6% of job postings at SoftConstruct, followed by TensorFlow (6%), ASP.NET Core (4%), Entity Framework Core (4%).

PyTorch 3 6% required in 100% · 3 open now · since Oct 2026
TensorFlow 3 6% required in 100% · 3 open now · since Oct 2026
ASP.NET Core 2 4% required in 100% · 2 open now · since Oct 2026
Entity Framework Core 2 4% required in 100% · 2 open now · since Oct 2026
Scikit-learn 2 4% required in 100% · 2 open now · since Oct 2026
Dagster 1 2% required in 100% · 1 open now · since Oct 2026
Django 1 2% required in 100% · 1 open now · since Oct 2026
Express 1 2% required in 100% · 1 open now · since Oct 2026
Show all (20)
FastAPI1
LangChain1
Selenium1
Socket.IO1
WPF1
Xamarin1
pgvector1
Angular1
Flutter1
React Native1
React.js1
Unity1

What databases does SoftConstruct use?

PostgreSQL is named in 6% of job postings at SoftConstruct, followed by Redis (4%), BigQuery (2%), Google BigQuery (2%).

PostgreSQL 3 6% required in 100% · 3 open now · since Oct 2026
Redis 2 4% required in 100% · 2 open now · since Oct 2026
BigQuery 1 2% required in 100% · 1 open now · since Oct 2026
Google BigQuery 1 2% required in 100% · 1 open now · since Oct 2026
MS SQL 1 2% required in 100% · 1 open now · since Oct 2026
MySQL 1 2% required in 100% · 1 open now · since Oct 2026
Snowflake 1 2% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does SoftConstruct use?

Power BI is named in 13% of job postings at SoftConstruct, followed by Azure (13%), Tableau (10%), Windows (8%).

Power BI 6 13% required in 100% · 6 open now · since Oct 2026
Azure 6 13% required in 50% · 6 open now · since Oct 2026
Tableau 5 10% required in 100% · 5 open now · since Oct 2026
Windows 4 8% required in 100% · 4 open now · since Oct 2026
Kubernetes 4 8% required in 75% · 4 open now · since Oct 2026
AWS 4 8% required in 50% · 4 open now · since Oct 2026
GCP 4 8% required in 50% · 4 open now · since Oct 2026
Looker 3 6% required in 67% · 3 open now · since Oct 2026
Show all (22)
Apache Kafka2
Figma2
GitHub2
Metabase2
Postman2
RabbitMQ2
AppsFlyer SDK1
Azure DevOps1
Bitbucket1
Datadog1
GitLab1
GitLab CI1
Grafana1
Linux1

What developer tools does SoftConstruct use?

Git is named in 21% of job postings at SoftConstruct, followed by Microsoft Excel (13%), Adobe Photoshop (13%), Adobe After Effects (10%).

Git 10 21% required in 100% · 10 open now · since Oct 2026
Microsoft Excel 6 13% required in 83% · 6 open now · since Oct 2026
Adobe Photoshop 6 13% required in 67% · 6 open now · since Oct 2026
Adobe After Effects 5 10% required in 60% · 5 open now · since Oct 2026
Docker 3 6% required in 67% · 3 open now · since Oct 2026
Adobe Illustrator 1 2% required in 100% · 1 open now · since Oct 2026
Canva 1 2% required in 100% · 1 open now · since Oct 2026
InfiniBand 1 2% required in 100% · 1 open now · since Oct 2026
Show all (18)
Jenkins1
Moq1
SLURM1
Spine1
WebSockets1
xUnit1
Adobe Premiere Pro1
Blender1
Cinema 4D1
TestRail1

What AI and ML technologies does SoftConstruct use?

LLM is named in 2% of job postings at SoftConstruct, followed by Midjourney (2%).

LLM 1 2% required in 100% · 1 open now · since Oct 2026
Midjourney 1 2% optional · 1 open now · since Oct 2026

Which engineering practices does SoftConstruct ask for?

CI/CD is named in 15% of job postings at SoftConstruct, followed by ETL/ELT (8%), A/B Testing (6%), Machine Learning (6%).

CI/CD 7 15% required in 71% · 7 open now · since Oct 2026
ETL/ELT 4 8% required in 100% · 4 open now · since Oct 2026
A/B Testing 3 6% required in 100% · 3 open now · since Oct 2026
Machine Learning 3 6% required in 100% · 3 open now · since Oct 2026
Incident Management 2 4% required in 100% · 2 open now · since Oct 2026
SLI/SLO/SLA 2 4% required in 100% · 2 open now · since Oct 2026
Recommender Systems 2 4% required in 50% · 2 open now · since Oct 2026
AI Agents 1 2% required in 100% · 1 open now · since Oct 2026
Show all (15)
Clean Architecture1
Configuration Management1
Fine-tuning1
HPC1
Platform Engineering1
Tool Use1
Wi-Fi1

What does each SoftConstruct team work with?

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

Design

6 postings
Adobe Photoshop3
Figma2

Analytics

5 postings
SQL5
Power BI4
Tableau4
Looker2
Python2

Backend

4 postings
Git4
Go2
PostgreSQL2

AI/ML

4 postings
Python4
Git2
PyTorch2
Scikit-learn2
TensorFlow2

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How modern is the SoftConstruct stack?

Cutting-edge AI adopter 79/100

SoftConstruct scores 79 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: 2; legacy ones: 0.

How common is the SoftConstruct stack in its industry?

Share of the 213 companies in the same industries, whose stack Alion knows, that use each technology.

SQL36%
Python47%
Azure21%
Power BI14%
Tableau13%
AWS29%
C#30%
GCP21%
Kubernetes24%
Windows25%

Questions about the SoftConstruct tech stack

What programming languages does SoftConstruct use?

The languages named in SoftConstruct job postings are SQL (23%), Python (19%), C# (8%), Go (6%), JavaScript (6%), as a share of the 48 postings of the last 12 months.

Does SoftConstruct use PyTorch?

Yes. PyTorch is named in 3 of 48 job postings (6%) and required in 3 of them.

What cloud and platforms does SoftConstruct use?

The cloud and platforms named in SoftConstruct job postings are Power BI (6), Azure (6), Tableau (5) (postings in brackets).

What skills do you need for a Design job at SoftConstruct?

Design postings at SoftConstruct most often require Adobe Photoshop (3), Figma (2), out of 6 postings in the last 12 months.

Is the SoftConstruct tech stack changing?

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

How modern is the SoftConstruct tech stack?

SoftConstruct scores 79 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: 2; legacy ones: 0.

How does Alion know the SoftConstruct tech stack?

Alion reads every job posting SoftConstruct publishes and tags the technologies each one names. The figures on this page count the 48 postings of the last 12 months and were updated on Oct 15, 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, "SoftConstruct tech stack: 94 technologies from 48 job postings", as of Oct 15, 2026. https://alion.io/company/softconstruct/technologies

Licence: CC BY-SA 4.0JSON