Customized Energy Solutions
Management Consulting · Power Grid

Customized Energy Solutions tech stack

Customized Energy Solutions builds mostly with Python, SQL, JavaScript, Scala. Its stack also includes AWS, Azure, MS SQL, Delta Lake. Python is named in 14 of the 23 job postings Customized Energy Solutions published in the last 12 months (61%). Counted by Alion from the job postings of Customized Energy Solutions, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
82
Postings analysed
23
Open now
10
Modernity
77 /100
New in 6 months
8

What programming languages does Customized Energy Solutions use?

Python is named in 61% of job postings at Customized Energy Solutions, followed by SQL (43%), JavaScript (13%), Scala (9%).

Python 14 61% required in 64% · 6 open now · since Sep 2025
SQL 10 43% required in 90% · 3 open now · since Jun 2026
JavaScript 3 13% required in 67% · 1 open now · since Aug 2026
Scala 2 9% required in 50% · 1 open now · since Aug 2026
C# 1 4% required in 100% · 1 open now · since Sep 2026
C++ 1 4% required in 100% · 1 open now · since Nov 2025
Java 1 4% required in 100% · 1 open now · since Nov 2025
MATLAB 1 4% optional · 1 open now · since Nov 2025
Show all (10)
PowerShell1
TypeScript1

What frameworks and libraries does Customized Energy Solutions use?

Django is named in 9% of job postings at Customized Energy Solutions, followed by FastAPI (9%), Asyncio (9%), Celery (9%).

Django 2 9% required in 100% · since Aug 2026
FastAPI 2 9% required in 100% · since Aug 2026
Asyncio 2 9% optional · since Aug 2026
Celery 2 9% optional · since Aug 2026
React.js 2 9% optional · since Aug 2026
Angular 1 4% required in 100% · 1 open now · since Sep 2026
NumPy 1 4% required in 100% · since Aug 2026
Pandas 1 4% required in 100% · since Aug 2026
Show all (9)
Pure Data1

What databases does Customized Energy Solutions use?

MS SQL is named in 30% of job postings at Customized Energy Solutions, followed by Delta Lake (17%), ElasticSearch (9%), Amazon Aurora (4%).

MS SQL 7 30% required in 71% · 2 open now · since Aug 2026
Delta Lake 4 17% required in 75% · 1 open now · since Aug 2026
ElasticSearch 2 9% required in 100% · since Aug 2026
Amazon Aurora 1 4% required in 100% · 1 open now · since Jul 2026
DynamoDB 1 4% required in 100% · 1 open now · since Jul 2026
MySQL 1 4% required in 100% · 1 open now · since Jun 2026
Oracle 1 4% required in 100% · 1 open now · since Jun 2026
PostgreSQL 1 4% required in 100% · 1 open now · since Jun 2026
Show all (9)
Snowflake1

What cloud and platforms does Customized Energy Solutions use?

AWS is named in 57% of job postings at Customized Energy Solutions, followed by Azure (35%), Databricks (30%), Power BI (22%).

AWS 13 57% required in 85% · 6 open now · since Sep 2025
Azure 8 35% required in 88% · 5 open now · since Jun 2026
Databricks 7 30% required in 100% · 2 open now · since Jun 2026
Power BI 5 22% required in 20% · 1 open now · since Jul 2026
SSAS 4 17% required in 75% · 1 open now · since Aug 2026
Spark 4 17% required in 75% · 1 open now · since Aug 2026
MLFlow 4 17% optional · 1 open now · since Aug 2026
AWS Lambda 3 13% required in 100% · 1 open now · since Jul 2026
Show all (27)
Amazon CloudWatch3
Amazon ECS3
Amazon S33
GCP3
Windows3
API Gateway2
AWS Step Functions2
Linux2
Datadog2
SIEM2
.NET1
Amazon EC21
Amazon EKS1
Bitbucket1
GitHub1
GitHub Actions1
Kubernetes1
SAP BusinessObjects1
Grafana1

What developer tools does Customized Energy Solutions use?

SSIS is named in 22% of job postings at Customized Energy Solutions, followed by Terraform (22%), Microsoft Excel (17%), Docker (17%).

SSIS 5 22% required in 80% · 2 open now · since Aug 2026
Terraform 5 22% required in 60% · 2 open now · since Jul 2026
Microsoft Excel 4 17% required in 100% · 1 open now · since Aug 2026
Docker 4 17% required in 75% · 2 open now · since Jul 2026
Git 4 17% required in 75% · 2 open now · since Jul 2026
pySpark 4 17% required in 75% · 1 open now · since Aug 2026
Rest API 3 13% required in 100% · 1 open now · since Aug 2026
Ansible 2 9% optional · 1 open now · since Jul 2026
Show all (14)
Gazebo1
PLEXOS1
Claude Code1
CloudFormation1
Copilot1
Simulink1

What AI and ML technologies does Customized Energy Solutions use?

ChatGPT is named in 4% of job postings at Customized Energy Solutions.

ChatGPT 1 4% optional · 1 open now · since Jul 2026

Which engineering practices does Customized Energy Solutions ask for?

CI/CD is named in 35% of job postings at Customized Energy Solutions, followed by ETL/ELT (26%), Dimensional Modeling (17%), IAM (13%).

CI/CD 8 35% required in 75% · 3 open now · since Jul 2026
ETL/ELT 6 26% required in 83% · 3 open now · since Jun 2026
Dimensional Modeling 4 17% required in 75% · 1 open now · since Aug 2026
IAM 3 13% required in 100% · 1 open now · since Jul 2026
VPN 3 13% required in 100% · 2 open now · since Jul 2026
Feature Store 3 13% optional · 1 open now · since Aug 2026
BGP 2 9% required in 100% · 1 open now · since Jul 2026
OSPF 2 9% required in 100% · 1 open now · since Jul 2026
Show all (12)
NERC CIP2
DNS1
FinOps1
Machine Learning1

What does each Customized Energy Solutions team work with?

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

Data Science

5 postings
Databricks5
SQL5
AWS4
MS SQL4
Delta Lake3
SSAS3

Backend

4 postings
Git3
Python3
Rest API3
SQL3
API Gateway2
AWS2

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How is the Customized Energy Solutions 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
NERC CIPSep 2026
ScalaAug 2026
SSISAug 2026
Delta LakeAug 2026
Dimensional ModelingAug 2026
SSASAug 2026
SparkAug 2026
pySparkAug 2026
Rising
MS SQL10% → 55%
SSIS0% → 45%
Delta Lake0% → 36%
Dimensional Modeling0% → 36%
SSAS0% → 36%
Spark0% → 36%
pySpark0% → 36%
MLFlow0% → 36%
Falling
Docker30% → 9%
Terraform30% → 18%

How modern is the Customized Energy Solutions stack?

Cutting-edge AI adopter 77/100

Customized Energy Solutions scores 77 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 Customized Energy Solutions stack in its industry?

Share of the 3,421 companies in the same industries, whose stack Alion knows, that use each technology.

Python39%
AWS24%
SQL34%
Azure28%
Databricks11%
MS SQL8%
Power BI23%
Delta Lake3%
MLFlow4%
SSAS1%

What sets Customized Energy Solutions apart

Delta Lake3%
MLFlow4%
SSAS1%
AWS Lambda4%
Amazon CloudWatch3%
Amazon ECS4%

Questions about the Customized Energy Solutions tech stack

What programming languages does Customized Energy Solutions use?

The languages named in Customized Energy Solutions job postings are Python (61%), SQL (43%), JavaScript (13%), Scala (9%), C# (4%), as a share of the 23 postings of the last 12 months.

Does Customized Energy Solutions use Django?

Yes. Django is named in 2 of 23 job postings (9%) and required in 2 of them.

What cloud and platforms does Customized Energy Solutions use?

The cloud and platforms named in Customized Energy Solutions job postings are AWS (13), Azure (8), Databricks (7) (postings in brackets).

What skills do you need for a Data Science job at Customized Energy Solutions?

Data Science postings at Customized Energy Solutions most often require Databricks (5), SQL (5), AWS (4), MS SQL (4), out of 5 postings in the last 12 months.

Is the Customized Energy Solutions tech stack changing?

Yes. NERC CIP, Scala, SSIS, Delta Lake first appeared in Customized Energy Solutions job postings in the last six months.

How modern is the Customized Energy Solutions tech stack?

Customized Energy Solutions scores 77 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 Customized Energy Solutions tech stack?

Alion reads every job posting Customized Energy Solutions publishes and tags the technologies each one names. The figures on this page count the 23 postings of the last 12 months and were updated on Nov 13, 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, "Customized Energy Solutions tech stack: 82 technologies from 23 job postings", as of Nov 13, 2026. https://alion.io/company/ces-ltd/technologies

Licence: CC BY-SA 4.0JSON