Period
to 4 December 2021

The following table provides summary statistics for permanent job vacancies with a requirement for ERwin skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ERwin over the 6 months to 4 December 2021 with a comparison to the same period in the previous 2 years.

CA ERwin Data Modeler
UK
6 months to
4 Dec 2021
Same period 2020 Same period 2019
Rank 991 711 1007
Rank change year-on-year -280 +296 +50
Permanent jobs citing ERwin 72 21 73
As % of all permanent jobs advertised in the UK 0.056% 0.037% 0.054%
As % of the Development Applications category 0.28% 0.18% 0.28%
Number of salaries quoted 56 18 54
10th Percentile " £17,250 £37,560
25th Percentile £54,875 £26,375 £43,073
Median annual salary (50th Percentile) £75,000 £63,250 £65,000
Median % change year-on-year +18.58% -2.69% -7.14%
75th Percentile £90,000 £83,125 £81,250
90th Percentile £100,000 £120,000 £85,000
UK excluding London median annual salary £62,500 £60,000 £44,385
% change year-on-year +4.17% +35.18% -19.30%

ERwin is in the Development Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for development application skills.

All Development Application Skills
UK
Permanent vacancies with a requirement for development application skills 25,827 11,884 25,964
As % of all permanent IT jobs advertised in the UK 20.19% 21.17% 19.12%
Number of salaries quoted 16,069 9,982 20,864
10th Percentile £36,750 £35,000 £32,500
25th Percentile £45,000 £42,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £53,000
Median % change year-on-year +9.09% +3.77% +6.00%
75th Percentile £75,000 £71,250 £70,000
90th Percentile £91,250 £83,000 £83,750
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

ERwin
Job Vacancy Trend

Job postings citing ERwin as a proportion of all IT jobs advertised.

Job vacancy trend for ERwin in the UK

ERwin
Salary Trend

3-month moving average salary quoted in jobs citing ERwin.

Salary trend for ERwin in the UK

ERwin
Salary Histogram

Salary distribution for jobs citing ERwin over the 6 months to 4 December 2021.

Salary histogram for ERwin in the UK

ERwin
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ERwin within the UK over the 6 months to 4 December 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -239 63 £75,000 +18.58% 9
UK excluding London -185 41 £62,500 +4.17% 3
London -226 23 £90,000 -25.00% 6
South East -109 17 £75,000 +7.14%
North of England -110 13 £60,050 -19.93% 2
North West -81 12 £60,050 -19.93% 1
West Midlands -88 8 - -
Midlands -112 8 - -
Work from Home -238 2 £55,000 -
Scotland - 2 £81,250 -
East of England - 1 £52,500 - 1
North East - 1 £55,000 - 1

For the 6 months to 4 December 2021, IT jobs citing ERwin also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for ERwin.

1 69 (95.83%) Data Modelling
2 39 (54.17%) Data Warehouse
2 39 (54.17%) SQL
2 39 (54.17%) Data Architecture
3 38 (52.78%) ETL
4 36 (50.00%) Data Management
5 30 (41.67%) Oracle
6 28 (38.89%) MySQL
6 28 (38.89%) Social Skills
6 28 (38.89%) Metadata
7 27 (37.50%) Analytics
8 25 (34.72%) Data Quality
9 22 (30.56%) Data Strategy
9 22 (30.56%) Microsoft
10 21 (29.17%) Physical Data Model
11 20 (27.78%) AWS
11 20 (27.78%) Business Intelligence
12 19 (26.39%) Machine Learning
12 19 (26.39%) Logical Data Model
13 17 (23.61%) NoSQL
13 17 (23.61%) Information Management
14 16 (22.22%) PostgreSQL
14 16 (22.22%) SC Cleared
14 16 (22.22%) Security Cleared
15 15 (20.83%) Hadoop
15 15 (20.83%) Snowflake
15 15 (20.83%) Collibra
15 15 (20.83%) Problem-Solving
15 15 (20.83%) ER Studio
16 14 (19.44%) Metadata Management

ERwin
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (11.11%) Confluence
1 8 (11.11%) Elasticsearch
2 6 (8.33%) SharePoint
3 3 (4.17%) Oracle SOA Suite
4 2 (2.78%) JBoss
4 2 (2.78%) SAS
5 1 (1.39%) WebLogic
Applications
1 9 (12.50%) MS Visio
Business Applications
1 11 (15.28%) Oracle EBS
2 1 (1.39%) Avolution ABACUS
Cloud Services
1 20 (27.78%) AWS
2 15 (20.83%) Collibra
2 15 (20.83%) Snowflake
3 12 (16.67%) Power Platform
4 11 (15.28%) Azure
5 10 (13.89%) GCP
6 5 (6.94%) PaaS
7 4 (5.56%) Azure Cosmos DB
7 4 (5.56%) Azure Data Factory
7 4 (5.56%) Azure Storage
7 4 (5.56%) Azure Synapse Analytics
7 4 (5.56%) IaaS
8 1 (1.39%) iPaaS
8 1 (1.39%) SaaS
8 1 (1.39%) Serverless
Communications & Networking
1 12 (16.67%) DKIM
2 1 (1.39%) RTP
Database & Business Intelligence
1 39 (54.17%) Data Warehouse
2 28 (38.89%) Metadata
2 28 (38.89%) MySQL
3 17 (23.61%) NoSQL
4 16 (22.22%) PostgreSQL
5 15 (20.83%) Hadoop
6 13 (18.06%) Amazon Redshift
6 13 (18.06%) SQL Server
7 12 (16.67%) Big Data
7 12 (16.67%) Oracle Exadata
7 12 (16.67%) Power BI
7 12 (16.67%) SQL Server Integration Services
8 11 (15.28%) Data Mining
8 11 (15.28%) DB2
8 11 (15.28%) MariaDB
8 11 (15.28%) RDBMS
8 11 (15.28%) Relational Database
8 11 (15.28%) SQL Server Analysis Services
8 11 (15.28%) SQL Server Reporting Services
9 10 (13.89%) Data Lake
Development Applications
1 15 (20.83%) ER Studio
2 10 (13.89%) PowerDesigner
2 10 (13.89%) SQL Server Management Studio (SSMS)
3 8 (11.11%) Bitbucket
3 8 (11.11%) JIRA
4 6 (8.33%) Team Foundation Server
4 6 (8.33%) TeamCity
5 4 (5.56%) GDB
5 4 (5.56%) Subversion
5 4 (5.56%) Toad
5 4 (5.56%) tSQLt
5 4 (5.56%) Visual Studio
5 4 (5.56%) Visual Studio Code
6 3 (4.17%) TortoiseSVN
7 1 (1.39%) ClearCase
7 1 (1.39%) Git (software)
7 1 (1.39%) PVCS
7 1 (1.39%) Sourcetree
7 1 (1.39%) VSS/SourceSafe
General
1 28 (38.89%) Social Skills
2 14 (19.44%) Analytical Skills
3 12 (16.67%) Public Sector
4 7 (9.72%) Finance
5 6 (8.33%) Advertising
5 6 (8.33%) Back Office
5 6 (8.33%) Legal
6 3 (4.17%) Banking
7 2 (2.78%) Police
7 2 (2.78%) Presentation Skills
7 2 (2.78%) Retail Banking
8 1 (1.39%) Retail
Job Titles
1 43 (59.72%) Architect
2 42 (58.33%) Data Architect
3 12 (16.67%) Enterprise Architect
3 12 (16.67%) Enterprise Data Architect
4 9 (12.50%) DBA
5 8 (11.11%) Administrator
5 8 (11.11%) Data Engineer
5 8 (11.11%) Data Modeller
6 4 (5.56%) Solutions Architect
7 2 (2.78%) Analyst
7 2 (2.78%) Business Architect
7 2 (2.78%) Consultant
7 2 (2.78%) Data Analyst
8 1 (1.39%) Oracle DBA
8 1 (1.39%) Oracle Developer
8 1 (1.39%) Principal Architect
8 1 (1.39%) Product Architect
8 1 (1.39%) Senior DBA
8 1 (1.39%) Senior Oracle DBA
8 1 (1.39%) Senior Oracle Developer
Libraries, Frameworks & Software Standards
1 8 (11.11%) .NET
1 8 (11.11%) REST
1 8 (11.11%) Web Services
2 7 (9.72%) Middleware
2 7 (9.72%) Oracle Fusion
3 2 (2.78%) JSON
3 2 (2.78%) XML
4 1 (1.39%) Node.js
4 1 (1.39%) Oracle GoldenGate
Miscellaneous
1 14 (19.44%) Data Structures
2 10 (13.89%) Enterprise Software
3 8 (11.11%) Algorithms
3 8 (11.11%) Reference Data
4 2 (2.78%) Management Information System
5 1 (1.39%) Data Centre
5 1 (1.39%) e-Learning
5 1 (1.39%) N-Tier
5 1 (1.39%) Replication
5 1 (1.39%) SWIFT
Operating Systems
1 10 (13.89%) Linux
1 10 (13.89%) Unix
2 9 (12.50%) Windows
3 8 (11.11%) Solaris
Processes & Methodologies
1 69 (95.83%) Data Modelling
2 39 (54.17%) Data Architecture
3 38 (52.78%) ETL
4 36 (50.00%) Data Management
5 27 (37.50%) Analytics
6 22 (30.56%) Data Strategy
7 21 (29.17%) Physical Data Model
8 20 (27.78%) Business Intelligence
9 19 (26.39%) Logical Data Model
9 19 (26.39%) Machine Learning
10 17 (23.61%) Information Management
11 15 (20.83%) Problem-Solving
12 14 (19.44%) Metadata Management
13 13 (18.06%) Agile Software Development
14 12 (16.67%) Collaborative Working
14 12 (16.67%) Data Analytics
14 12 (16.67%) Data Protection
14 12 (16.67%) Visualisation
15 11 (15.28%) Conceptual Models
15 11 (15.28%) Data Integration
Programming Languages
1 39 (54.17%) SQL
2 8 (11.11%) PHP
2 8 (11.11%) PHP 7
3 7 (9.72%) T-SQL
3 7 (9.72%) VB.NET
4 6 (8.33%) Data Analysis Expressions (DAX)
4 6 (8.33%) Python
4 6 (8.33%) VBA
5 5 (6.94%) R
6 3 (4.17%) PL/SQL
7 2 (2.78%) C#
7 2 (2.78%) Java
7 2 (2.78%) JavaScript
7 2 (2.78%) Scala
8 1 (1.39%) Go
8 1 (1.39%) PowerShell
8 1 (1.39%) TypeScript
Qualifications
1 16 (22.22%) SC Cleared
1 16 (22.22%) Security Cleared
2 5 (6.94%) Degree
2 5 (6.94%) Master's Degree
Quality Assurance & Compliance
1 25 (34.72%) Data Quality
2 8 (11.11%) Accessibility
3 6 (8.33%) GDPR
4 2 (2.78%) COBIT
5 1 (1.39%) ISO 20022
5 1 (1.39%) QA
5 1 (1.39%) SEPA
System Software
1 1 (1.39%) Active Directory
1 1 (1.39%) Oracle RAC
Systems Management
1 2 (2.78%) Oracle RMAN
2 1 (1.39%) Data Guard
2 1 (1.39%) EMC NetWorker
2 1 (1.39%) Oracle Enterprise Manager
2 1 (1.39%) Tivoli Storage Manager
Vendors
1 30 (41.67%) Oracle
2 22 (30.56%) Microsoft
3 13 (18.06%) Informatica
4 11 (15.28%) BiZZdesign
4 11 (15.28%) Databricks
5 8 (11.11%) Atlassian
6 6 (8.33%) IBM
7 5 (6.94%) Google
8 4 (5.56%) Netezza
8 4 (5.56%) Teradata
9 2 (2.78%) Sparx
9 2 (2.78%) Talend
10 1 (1.39%) Actuate
10 1 (1.39%) Cognos
10 1 (1.39%) CommVault
10 1 (1.39%) FIS
10 1 (1.39%) Perforce