Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 25 May 2022 with a comparison to the same period in the previous 2 years.

CA ERwin Data Modeler
UK
6 months to
25 May 2022		 Same period 2021 Same period 2020
Rank 1072 886 848
Rank change year-on-year -186 -38 +210
Permanent jobs citing ERwin 139 35 67
As % of all permanent jobs advertised in the UK 0.085% 0.038% 0.073%
As % of the Development Applications category 0.37% 0.19% 0.37%
Number of salaries quoted 119 30 51
10th Percentile £52,050 £62,500 £50,000
25th Percentile £67,875 £70,000 £55,625
Median annual salary (50th Percentile) £77,000 £76,250 £80,000
Median % change year-on-year +0.98% -4.69% +14.29%
75th Percentile £97,500 £91,563 £110,000
90th Percentile £112,500 £98,375 £120,000
UK excluding London median annual salary £65,000 £77,500 £70,000
% change year-on-year -16.13% +10.71% +35.18%

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 37,315 18,307 18,098
As % of all permanent IT jobs advertised in the UK 22.72% 19.85% 19.61%
Number of salaries quoted 15,688 13,727 14,415
10th Percentile £37,500 £36,250 £33,750
25th Percentile £46,250 £42,500 £41,962
Median annual salary (50th Percentile) £62,500 £55,000 £55,000
Median % change year-on-year +13.64% - +10.00%
75th Percentile £80,000 £73,750 £71,250
90th Percentile £95,000 £87,500 £85,000
UK excluding London median annual salary £55,000 £50,000 £47,500
% change year-on-year +10.00% +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 25 May 2022.

Salary histogram for ERwin in the UK

ERwin
Top 11 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 25 May 2022. 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
Jobs
England -188 124 £80,000 +3.23% 10
London -208 96 £90,000 +16.13% 6
Work from Home -225 68 £76,750 +5.86% 4
UK excluding London -129 31 £65,000 -16.13% 4
Scotland -46 13 £55,000 -54.17% 2
North of England -85 9 £65,000 -7.14% 1
North West -71 8 £65,000 -7.14% 1
Midlands - 5 £55,000 -
West Midlands - 5 £55,000 -
South East -103 4 £80,000 +3.23% 1
North East - 1 £55,000 -

For the 6 months to 25 May 2022, 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.

1 123 (88.49%) Data Modelling
2 66 (47.48%) Agile
3 64 (46.04%) SQL
4 63 (45.32%) Data Architecture
5 62 (44.60%) Logical Data Model
6 60 (43.17%) Finance
7 59 (42.45%) Data Warehouse
8 57 (41.01%) Big Data
9 54 (38.85%) Physical Data Model
10 53 (38.13%) ETL
11 52 (37.41%) UML
12 51 (36.69%) Analytics
13 49 (35.25%) Business Intelligence
14 45 (32.37%) DevOps
15 44 (31.65%) Oracle
16 41 (29.50%) Azure
17 39 (28.06%) Relational Database
17 39 (28.06%) Metadata
18 38 (27.34%) Social Skills
19 34 (24.46%) TOGAF
20 33 (23.74%) Conceptual Models
21 32 (23.02%) Data Quality
21 32 (23.02%) Migration
22 31 (22.30%) AWS
22 31 (22.30%) Data Lake
23 30 (21.58%) Microsoft
24 29 (20.86%) Banking
24 29 (20.86%) Sparx
25 28 (20.14%) Enterprise Architecture
25 28 (20.14%) Data Integration

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 24 (17.27%) Apache Spark
2 10 (7.19%) SAS
3 6 (4.32%) JBoss
4 5 (3.60%) Apache Airflow
4 5 (3.60%) Apache Pig
4 5 (3.60%) WebLogic
5 4 (2.88%) Oracle SOA Suite
6 3 (2.16%) DataSynapse
6 3 (2.16%) SharePoint
7 2 (1.44%) Apache
Applications
1 8 (5.76%) MS Visio
2 3 (2.16%) Microsoft Excel
Business Applications
1 19 (13.67%) Avolution ABACUS
2 9 (6.47%) Sparx Enterprise Architect
3 4 (2.88%) Oracle EBS
4 1 (0.72%) Oracle SCM
Cloud Services
1 41 (29.50%) Azure
2 31 (22.30%) AWS
3 23 (16.55%) Snowflake
4 19 (13.67%) GCP
5 17 (12.23%) Power Platform
6 13 (9.35%) Azure Synapse Analytics
7 11 (7.91%) SaaS
8 9 (6.47%) Azure Data Factory
9 6 (4.32%) AWS Step Functions
10 5 (3.60%) Cloud Composer
10 5 (3.60%) Collibra
11 1 (0.72%) Amazon S3
11 1 (0.72%) AWS CloudFormation
11 1 (0.72%) AWS CodeCommit
11 1 (0.72%) AWS Lambda
11 1 (0.72%) Azure Cosmos DB
11 1 (0.72%) Azure Pipelines
11 1 (0.72%) Matillion
11 1 (0.72%) Salesforce Service Cloud
11 1 (0.72%) Serverless
Communications & Networking
1 7 (5.04%) Firewall
1 7 (5.04%) Internet
2 5 (3.60%) DNS
2 5 (3.60%) HTTP
2 5 (3.60%) SNMP
3 2 (1.44%) DKIM
4 1 (0.72%) DSL
Database & Business Intelligence
1 59 (42.45%) Data Warehouse
2 57 (41.01%) Big Data
3 39 (28.06%) Metadata
3 39 (28.06%) Relational Database
4 31 (22.30%) Data Lake
5 28 (20.14%) SQL Server
6 24 (17.27%) IDEF1X
7 21 (15.11%) MySQL
8 19 (13.67%) Data Vault
9 18 (12.95%) Amazon Redshift
9 18 (12.95%) Hadoop
10 17 (12.23%) Power BI
11 15 (10.79%) RDBMS
12 14 (10.07%) NoSQL
12 14 (10.07%) OLTP
13 13 (9.35%) Amazon Aurora
13 13 (9.35%) Tableau
14 11 (7.91%) Azure SQL Data Warehouse
14 11 (7.91%) DB2
15 10 (7.19%) PostgreSQL
Development Applications
1 23 (16.55%) ER Studio
2 19 (13.67%) PowerDesigner
3 14 (10.07%) JIRA
4 6 (4.32%) Toad
5 5 (3.60%) ClearCase
5 5 (3.60%) Oracle APEX
5 5 (3.60%) Oracle Forms
5 5 (3.60%) PROIV
5 5 (3.60%) Subversion
5 5 (3.60%) VSS/SourceSafe
6 3 (2.16%) Git (software)
7 1 (0.72%) PVCS
7 1 (0.72%) XMLSpy
General
1 60 (43.17%) Finance
2 38 (27.34%) Social Skills
3 29 (20.86%) Banking
4 19 (13.67%) Analytical Skills
5 16 (11.51%) Presentation Skills
6 15 (10.79%) Advertising
7 11 (7.91%) Influencing Skills
8 8 (5.76%) Inclusion and Diversity
9 7 (5.04%) Telecoms
10 3 (2.16%) Legal
10 3 (2.16%) Public Sector
10 3 (2.16%) Wholesale Banking
11 2 (1.44%) Retail
12 1 (0.72%) Financial Institution
12 1 (0.72%) Law
12 1 (0.72%) Manufacturing
12 1 (0.72%) Marketing
Job Titles
1 55 (39.57%) Architect
2 47 (33.81%) Data Modeller
3 42 (30.22%) Data Architect
4 18 (12.95%) Consultant
5 13 (9.35%) Data Consultant
5 13 (9.35%) Data Engineer
6 11 (7.91%) Product Architect
6 11 (7.91%) Solutions Architect
7 9 (6.47%) Finance Modeller
8 8 (5.76%) Analytics Consultant
8 8 (5.76%) Business Intelligence Consultant
8 8 (5.76%) Data Analytics Consultant
8 8 (5.76%) Data Manager
9 7 (5.04%) Domain Architect
9 7 (5.04%) Security Architect
9 7 (5.04%) Telecoms Architect
10 6 (4.32%) Enterprise Architect
10 6 (4.32%) Enterprise Data Architect
10 6 (4.32%) Senior Architect
11 5 (3.60%) Architecture Manager
Libraries, Frameworks & Software Standards
1 13 (9.35%) XML
2 11 (7.91%) JSON
3 7 (5.04%) Kafka
4 6 (4.32%) PySpark
5 5 (3.60%) FIX Protocol
5 5 (3.60%) FpML
5 5 (3.60%) HTML
5 5 (3.60%) JDBC
5 5 (3.60%) LDAP
5 5 (3.60%) Middleware
5 5 (3.60%) Oracle Fusion
5 5 (3.60%) Oracle GoldenGate
5 5 (3.60%) XSLT
6 3 (2.16%) Apache NiFi
6 3 (2.16%) DAO
6 3 (2.16%) Web Services
7 1 (0.72%) REST
7 1 (0.72%) YAML
Miscellaneous
1 26 (18.71%) Management Information System
2 21 (15.11%) Taxonomies
3 19 (13.67%) Reference Data
4 8 (5.76%) IoT
5 7 (5.04%) Enterprise Software
5 7 (5.04%) Hybrid Cloud
5 7 (5.04%) TM Forum
6 5 (3.60%) Cloud Native
6 5 (3.60%) Derivative
6 5 (3.60%) Replication
7 4 (2.88%) Blockchain
7 4 (2.88%) User Experience
8 3 (2.16%) NHS
9 2 (1.44%) Data Structures
10 1 (0.72%) Data Centre
10 1 (0.72%) e-Learning
10 1 (0.72%) Public Cloud
Operating Systems
1 10 (7.19%) Linux
2 6 (4.32%) Unix
3 5 (3.60%) AIX
3 5 (3.60%) HPUX
3 5 (3.60%) Red Hat Enterprise Linux
3 5 (3.60%) Solaris
3 5 (3.60%) Windows
3 5 (3.60%) Windows 2000
3 5 (3.60%) Windows Server 2003
3 5 (3.60%) Windows Server 2008
Processes & Methodologies
1 123 (88.49%) Data Modelling
2 66 (47.48%) Agile
3 63 (45.32%) Data Architecture
4 62 (44.60%) Logical Data Model
5 54 (38.85%) Physical Data Model
6 53 (38.13%) ETL
7 52 (37.41%) UML
8 51 (36.69%) Analytics
9 49 (35.25%) Business Intelligence
10 45 (32.37%) DevOps
11 34 (24.46%) TOGAF
12 33 (23.74%) Conceptual Models
13 32 (23.02%) Migration
14 28 (20.14%) Data Integration
14 28 (20.14%) Enterprise Architecture
15 26 (18.71%) Data Science
15 26 (18.71%) Mentoring
16 24 (17.27%) Community of Practice
16 24 (17.27%) Enterprise Modelling
16 24 (17.27%) SDLC
Programming Languages
1 64 (46.04%) SQL
2 18 (12.95%) Python
3 9 (6.47%) Java
4 8 (5.76%) R
4 8 (5.76%) T-SQL
5 7 (5.04%) Scala
6 6 (4.32%) PL/SQL
7 5 (3.60%) AWK
7 5 (3.60%) COBOL
7 5 (3.60%) Korn
7 5 (3.60%) Perl
7 5 (3.60%) sed
8 1 (0.72%) C
8 1 (0.72%) JavaScript
8 1 (0.72%) PowerShell
Qualifications
1 16 (11.51%) Degree
2 11 (7.91%) Master's Degree
3 7 (5.04%) CISSP
4 5 (3.60%) SC Cleared
4 5 (3.60%) Security Cleared
5 2 (1.44%) PhD
5 2 (1.44%) TOGAF Certification
6 1 (0.72%) Computer Science Degree
6 1 (0.72%) PMP
Quality Assurance & Compliance
1 32 (23.02%) Data Quality
2 12 (8.63%) QA
3 9 (6.47%) GDPR
4 7 (5.04%) ISO/IEC 27001
4 7 (5.04%) PCI DSS
4 7 (5.04%) Sarbanes-Oxley
5 4 (2.88%) COBIT
6 3 (2.16%) PMO
7 2 (1.44%) Accessibility
7 2 (1.44%) GRC
System Software
1 8 (5.76%) Apache Flume
2 7 (5.04%) VMware Infrastructure
3 5 (3.60%) Oracle RAC
3 5 (3.60%) Samba
4 1 (0.72%) Active Directory
Systems Management
1 6 (4.32%) Oracle RMAN
2 5 (3.60%) Data Guard
2 5 (3.60%) EMC NetWorker
2 5 (3.60%) Oracle Enterprise Manager
2 5 (3.60%) Tivoli Storage Manager
3 1 (0.72%) Puppet
3 1 (0.72%) Terraform
Vendors
1 44 (31.65%) Oracle
2 30 (21.58%) Microsoft
3 29 (20.86%) Sparx
4 22 (15.83%) Databricks
5 17 (12.23%) Salesforce.com
6 15 (10.79%) Informatica
7 9 (6.47%) Teradata
8 7 (5.04%) CheckPoint
8 7 (5.04%) Cisco
8 7 (5.04%) F5
8 7 (5.04%) VMware
9 6 (4.32%) Google
9 6 (4.32%) SAP
10 5 (3.60%) Commvault
10 5 (3.60%) Embarcadero
10 5 (3.60%) IBM
10 5 (3.60%) Perforce
11 4 (2.88%) Ab Initio
11 4 (2.88%) BiZZdesign
11 4 (2.88%) CA