Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 15 August 2022 with a comparison to the same period in the previous 2 years.

CA ERwin Data Modeler
UK > Work from Home
6 months to
15 Aug 2022		 Same period 2021 Same period 2020
Rank 807 633 295
Rank change year-on-year -174 -338 +66
Permanent jobs citing ERwin 59 12 3
As % of all permanent jobs with a WFH option 0.078% 0.029% 0.034%
As % of the Development Applications category 0.32% 0.12% 0.16%
Number of salaries quoted 50 12 3
10th Percentile £48,100 - £41,100
25th Percentile £53,125 £62,500 £47,250
Median annual salary (50th Percentile) £76,000 £75,000 £60,000
Median % change year-on-year +1.33% +25.00% -
75th Percentile £97,500 £81,250 £62,500
90th Percentile £100,000 £85,000 -
UK median annual salary £75,000 £80,000 £80,000
% change year-on-year -6.25% - +14.29%

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 WFH option and a requirement for development application skills.

All Development Application Skills
Work from Home
Permanent vacancies with a requirement for development application skills 18,563 9,648 1,932
As % of all permanent jobs with a WFH option 24.57% 23.47% 21.79%
Number of salaries quoted 8,455 6,987 1,705
10th Percentile £39,750 £36,250 £35,000
25th Percentile £47,500 £42,500 £42,500
Median annual salary (50th Percentile) £62,500 £55,000 £52,500
Median % change year-on-year +13.64% +4.76% -
75th Percentile £80,000 £71,250 £68,750
90th Percentile £93,750 £85,000 £80,000
UK median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% +4.76%

ERwin
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing ERwin as a proportion of all IT jobs advertised.

ERwin trend for jobs with a WFH option

ERwin
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing ERwin.

ERwin salary trend for jobs with a WFH option

ERwin
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing ERwin over the 6 months to 15 August 2022.

ERwin salary histogram for jobs with a WFH option

For the 6 months to 15 August 2022, ERwin job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for ERwin.

1 51 (86.44%) Data Modelling
2 45 (76.27%) Agile
3 35 (59.32%) Data Architecture
4 33 (55.93%) Big Data
5 31 (52.54%) Finance
5 31 (52.54%) SQL
6 30 (50.85%) Logical Data Model
7 29 (49.15%) DevOps
8 27 (45.76%) Social Skills
8 27 (45.76%) ETL
8 27 (45.76%) Data Warehouse
8 27 (45.76%) Azure
9 24 (40.68%) Physical Data Model
10 23 (38.98%) Analytics
11 21 (35.59%) Business Intelligence
11 21 (35.59%) Microsoft
11 21 (35.59%) SQL Server
11 21 (35.59%) AWS
11 21 (35.59%) ER Studio
12 20 (33.90%) Data Lake
12 20 (33.90%) Relational Database
12 20 (33.90%) Apache Spark
12 20 (33.90%) Data Pipeline
13 19 (32.20%) Problem-Solving
13 19 (32.20%) UML
14 18 (30.51%) Data Analytics
14 18 (30.51%) JIRA
14 18 (30.51%) Azure DevOps
14 18 (30.51%) GCP
15 17 (28.81%) Data Science

ERwin
Co-occurring IT Skills with a WFH Option 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 20 (33.90%) Apache Spark
2 8 (13.56%) Apache Airflow
3 6 (10.17%) Apache Pig
4 2 (3.39%) Apache
5 1 (1.69%) SAS
Applications
1 2 (3.39%) MS Visio
Business Applications
1 8 (13.56%) Avolution ABACUS
2 5 (8.47%) Sparx Enterprise Architect
Cloud Services
1 27 (45.76%) Azure
2 21 (35.59%) AWS
3 18 (30.51%) Azure DevOps
3 18 (30.51%) GCP
4 13 (22.03%) Power Platform
5 8 (13.56%) Cloud Composer
6 6 (10.17%) AWS Step Functions
6 6 (10.17%) Azure Data Factory
6 6 (10.17%) Azure Synapse Analytics
6 6 (10.17%) Snowflake
7 4 (6.78%) SaaS
8 2 (3.39%) Cloud Computing
Communications & Networking
1 3 (5.08%) Firewall
1 3 (5.08%) Internet
Database & Business Intelligence
1 33 (55.93%) Big Data
2 27 (45.76%) Data Warehouse
3 21 (35.59%) SQL Server
4 20 (33.90%) Data Lake
4 20 (33.90%) Relational Database
5 13 (22.03%) Power BI
5 13 (22.03%) Tableau
6 12 (20.34%) Metadata
7 9 (15.25%) Data Vault
7 9 (15.25%) IDEF1X
7 9 (15.25%) OLTP
8 6 (10.17%) Amazon Redshift
8 6 (10.17%) Apache Hive
8 6 (10.17%) Hadoop
8 6 (10.17%) HDInsight
8 6 (10.17%) NoSQL
8 6 (10.17%) Spark SQL
8 6 (10.17%) SQL Server Integration Services
8 6 (10.17%) SQL Server Reporting Services
8 6 (10.17%) Sqoop
Development Applications
1 21 (35.59%) ER Studio
2 18 (30.51%) JIRA
3 11 (18.64%) PowerDesigner
General
1 31 (52.54%) Finance
2 27 (45.76%) Social Skills
3 17 (28.81%) Banking
4 13 (22.03%) Analytical Skills
5 12 (20.34%) Presentation Skills
6 5 (8.47%) Influencing Skills
7 4 (6.78%) Inclusion and Diversity
7 4 (6.78%) Retail
8 3 (5.08%) Telecoms
9 2 (3.39%) Advertising
9 2 (3.39%) Back Office
9 2 (3.39%) Financial Institution
9 2 (3.39%) Marketing
Job Titles
1 23 (38.98%) Architect
2 17 (28.81%) Data Architect
3 16 (27.12%) Consultant
3 16 (27.12%) Data Consultant
4 13 (22.03%) Data Modeller
5 12 (20.34%) Analytics Consultant
5 12 (20.34%) Business Intelligence Consultant
5 12 (20.34%) Data Analytics Consultant
6 6 (10.17%) Data Engineer
7 5 (8.47%) Product Architect
7 5 (8.47%) Solutions Architect
8 4 (6.78%) Data Model Consultant
8 4 (6.78%) Junior
8 4 (6.78%) Junior Consultant
8 4 (6.78%) Lead Architect
9 3 (5.08%) Domain Architect
9 3 (5.08%) Lead Data Architect
9 3 (5.08%) Security Architect
9 3 (5.08%) Senior Business Intelligence Consultant
9 3 (5.08%) Senior Consultant
Libraries, Frameworks & Software Standards
1 6 (10.17%) PySpark
2 4 (6.78%) FIX Protocol
2 4 (6.78%) FpML
2 4 (6.78%) JSON
2 4 (6.78%) XML
3 2 (3.39%) Kafka
Miscellaneous
1 12 (20.34%) IoT
2 9 (15.25%) Reference Data
2 9 (15.25%) Taxonomies
3 8 (13.56%) Management Information System
4 6 (10.17%) Derivative
4 6 (10.17%) User Experience
5 3 (5.08%) Hybrid Cloud
5 3 (5.08%) TM Forum
6 2 (3.39%) Blockchain
6 2 (3.39%) Marketing Technology
Operating Systems
1 3 (5.08%) Unix
1 3 (5.08%) Windows
Processes & Methodologies
1 51 (86.44%) Data Modelling
2 45 (76.27%) Agile
3 35 (59.32%) Data Architecture
4 30 (50.85%) Logical Data Model
5 29 (49.15%) DevOps
6 27 (45.76%) ETL
7 24 (40.68%) Physical Data Model
8 23 (38.98%) Analytics
9 21 (35.59%) Business Intelligence
10 20 (33.90%) Data Pipeline
11 19 (32.20%) Problem-Solving
11 19 (32.20%) UML
12 18 (30.51%) Data Analytics
13 17 (28.81%) Data Science
14 16 (27.12%) Mentoring
14 16 (27.12%) Stakeholder Management
15 15 (25.42%) Conceptual Models
15 15 (25.42%) Data Analysis
16 14 (23.73%) Data Integration
17 13 (22.03%) Time Management
Programming Languages
1 31 (52.54%) SQL
2 12 (20.34%) Python
2 12 (20.34%) R
3 3 (5.08%) PL/SQL
Qualifications
1 9 (15.25%) Degree
1 9 (15.25%) Master's Degree
2 3 (5.08%) CISSP
3 1 (1.69%) TOGAF Certification
Quality Assurance & Compliance
1 5 (8.47%) QA
2 4 (6.78%) Data Quality
3 3 (5.08%) GDPR
3 3 (5.08%) ISO/IEC 27001
3 3 (5.08%) PCI DSS
3 3 (5.08%) Sarbanes-Oxley
System Software
1 6 (10.17%) Apache Flume
2 3 (5.08%) VMware Infrastructure
Vendors
1 21 (35.59%) Microsoft
2 16 (27.12%) Oracle
3 12 (20.34%) Google
3 12 (20.34%) Sparx
4 8 (13.56%) Teradata
5 6 (10.17%) Databricks
5 6 (10.17%) Salesforce.com
6 5 (8.47%) Informatica
7 3 (5.08%) CheckPoint
7 3 (5.08%) Cisco
7 3 (5.08%) F5
7 3 (5.08%) VMware
8 2 (3.39%) BT
8 2 (3.39%) Planview