The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Midlands region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 18 - -
Rank change year-on-year
- 0
Permanent jobs citing Data Modelling 5 0 0
As % of all permanent IT jobs located in the Midlands 4.20% - -
As % of the Processes & Methodologies category 5.21% - -
Number of salaries quoted 5 0 0
Average salary £52,500 - -
UK excluding London average salary £47,500 £46,000 £47,500
% change year-on-year
+3.26% -3.15%
Data Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Midlands region.

Processes & Methodologies Category
Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
96 143 146
As % of all permanent IT jobs located in the Midlands 80.67% 85.12% 82.02%
Number of salaries quoted 80 91 101
Average salary £55,000 £40,000 £55,000
Average salary % change year-on-year
+37.50% -27.27%
90% offered a salary of more than £32,500 £27,500 £35,000
10% offered a salary of more than £75,000 £90,000 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Modelling
Jobs Demand Trend in the Midlands

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Midlands region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in the Midlands

Data Modelling
Salary Trend in the Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Midlands region.

Data Modelling Salary Trend in the Midlands

Data Modelling
Salary Histogram in the Midlands

This chart provides a salary histogram for IT jobs citing Data Modelling across the Midlands region over the 3 months to 5 February 2016.

Data Modelling Salary Histogram in the Midlands

Data Modelling
Top 30 Related IT Skills in the Midlands

For the 6 months to 5 February 2016, IT jobs across the Midlands region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 12 (63.16%) SQL
2 10 (52.63%) Data Analysis
3 9 (47.37%) Analytical Skills
4 8 (42.11%) Relational Database
4 8 (42.11%) Casewise
4 8 (42.11%) Trillium
5 7 (36.84%) Agile Software Development
6 5 (26.32%) Information Management
6 5 (26.32%) Business Intelligence
6 5 (26.32%) IBM
7 4 (21.05%) Data Warehouse
7 4 (21.05%) SOA
7 4 (21.05%) TOGAF
7 4 (21.05%) Enterprise Architecture
7 4 (21.05%) Finance
7 4 (21.05%) Scrum
7 4 (21.05%) Data Virtualisation
8 3 (15.79%) Analytics
8 3 (15.79%) SAP HANA
8 3 (15.79%) Zachman Framework
8 3 (15.79%) ETL
8 3 (15.79%) SAP
8 3 (15.79%) Oracle
8 3 (15.79%) Microsoft
8 3 (15.79%) BusinessObjects
9 2 (10.53%) Hyperion
9 2 (10.53%) Star Schema
9 2 (10.53%) MS Excel
9 2 (10.53%) NHS
9 2 (10.53%) SAP BW

Data Modelling
Top Related IT Skills in the Midlands by Category

For the 6 months to 5 February 2016, IT jobs across the Midlands region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 1 (5.26%) SAS
1 1 (5.26%) SharePoint
Applications
1 2 (10.53%) MS Excel
2 1 (5.26%) SPSS
Business Applications
1 2 (10.53%) Hyperion Planning
Database & Business Intelligence
1 8 (42.11%) Relational Database
2 4 (21.05%) Data Warehouse
3 3 (15.79%) BusinessObjects
3 3 (15.79%) SAP HANA
4 2 (10.53%) Essbase
4 2 (10.53%) Power BI
4 2 (10.53%) SAP BI
4 2 (10.53%) SAP BW
4 2 (10.53%) SAP Data Services
4 2 (10.53%) Star Schema
5 1 (5.26%) Amazon DynamoDB
5 1 (5.26%) Apache Cassandra
5 1 (5.26%) Apache Hive
5 1 (5.26%) Big Data
5 1 (5.26%) Hadoop
5 1 (5.26%) HBase
5 1 (5.26%) MongoDB
5 1 (5.26%) NoSQL
5 1 (5.26%) Oracle Database
5 1 (5.26%) SQL Server
General
1 4 (21.05%) Finance
Job Titles
1 11 (57.89%) Analyst
2 9 (47.37%) Data Analyst
3 4 (21.05%) Architect
3 4 (21.05%) Integration Architect
4 3 (15.79%) Developer
5 2 (10.53%) Business Developer
5 2 (10.53%) Business Intelligence Analyst
5 2 (10.53%) Business Objects Developer
5 2 (10.53%) SAP BW Developer
5 2 (10.53%) SAP Developer
5 2 (10.53%) Senior Architect
5 2 (10.53%) Senior Integration Architect
6 1 (5.26%) Business Intelligence Manager
6 1 (5.26%) Data Modeller
6 1 (5.26%) Database Developer
6 1 (5.26%) SQL Database Developer
6 1 (5.26%) SQL Developer
6 1 (5.26%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 1 (5.26%) XML
Miscellaneous
1 9 (47.37%) Analytical Skills
2 2 (10.53%) e-Learning
2 2 (10.53%) NHS
3 1 (5.26%) Management Information System
3 1 (5.26%) Social Media
3 1 (5.26%) Statistics
Operating Systems
1 1 (5.26%) Unix
Processes & Methodologies
1 10 (52.63%) Data Analysis
2 7 (36.84%) Agile Software Development
3 5 (26.32%) Business Intelligence
3 5 (26.32%) Information Management
4 4 (21.05%) Data Virtualisation
4 4 (21.05%) Enterprise Architecture
4 4 (21.05%) Scrum
4 4 (21.05%) SOA
4 4 (21.05%) TOGAF
5 3 (15.79%) Analytics
5 3 (15.79%) ETL
5 3 (15.79%) Zachman Framework
6 2 (10.53%) Business Analysis
6 2 (10.53%) DRM
6 2 (10.53%) Physical Data Model
6 2 (10.53%) Project Management
6 2 (10.53%) Stakeholder Management
7 1 (5.26%) Business Transformation
7 1 (5.26%) Database Optimisation
7 1 (5.26%) Performance Tuning
Programming Languages
1 12 (63.16%) SQL
2 1 (5.26%) C#
2 1 (5.26%) Java
2 1 (5.26%) JavaScript
2 1 (5.26%) MATLAB
2 1 (5.26%) Perl
2 1 (5.26%) PL/SQL
2 1 (5.26%) Python
2 1 (5.26%) R
2 1 (5.26%) T-SQL
Quality Assurance & Compliance
1 1 (5.26%) Data Quality
Vendors
1 8 (42.11%) Casewise
1 8 (42.11%) Trillium
2 5 (26.32%) IBM
3 3 (15.79%) Microsoft
3 3 (15.79%) Oracle
3 3 (15.79%) SAP
4 2 (10.53%) Hyperion
5 1 (5.26%) Cognos
5 1 (5.26%) Netezza
5 1 (5.26%) Tableau
5 1 (5.26%) Teradata