The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Reading region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 128 118 108
Rank change year-on-year
-10 -10
Permanent jobs citing Data Modelling 8 26 40
As % of all permanent IT jobs located in Reading 0.45% 1.14% 1.63%
As % of the Processes & Methodologies category 0.50% 1.36% 2.01%
Number of salaries quoted 5 18 33
Median salary £52,500 £65,000 £50,000
Median salary % change year-on-year
-19.23% +30.00%
90% offered a salary of more than £47,000 £40,550 £46,300
10% offered a salary of more than £58,500 £72,500 £60,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
Data Modelling
Berkshire

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

Processes & Methodologies Category
Reading
Permanent IT job ads with a match in the
Processes & Methodologies category
1587 1912 1994
As % of all permanent IT jobs located in Reading 88.41% 84.08% 81.45%
Number of salaries quoted 1227 1391 1389
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £70,000 £77,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Reading

The demand trend of job ads across the Reading region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Reading

Data Modelling
Salary Trend in Reading

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

Data Modelling Salary Trend in Reading

Data Modelling
Salary Histogram in Reading

This chart provides a salary histogram for IT jobs citing Data Modelling across the Reading region over the 3 months to 1 July 2016.

Data Modelling Salary Histogram in Reading

Data Modelling
Top 30 Related IT Skills in Reading

For the 6 months to 1 July 2016, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Reading region with a requirement for Data Modelling.

1 23 (58.97%) SQL
2 21 (53.85%) Big Data
3 18 (46.15%) ETL
4 17 (43.59%) Data Analysis
5 16 (41.03%) Python
6 15 (38.46%) Degree
7 13 (33.33%) Kimball Methodology
7 13 (33.33%) Business Intelligence
7 13 (33.33%) Analytical Skills
8 12 (30.77%) Finance
8 12 (30.77%) NoSQL
9 11 (28.21%) Retail
10 10 (25.64%) Smart Meter
10 10 (25.64%) R
10 10 (25.64%) Data Structures
10 10 (25.64%) Mobile App
11 9 (23.08%) QA
11 9 (23.08%) Data Warehouse
12 7 (17.95%) Java
12 7 (17.95%) Analytics
12 7 (17.95%) Logical Data Model
12 7 (17.95%) Physical Data Model
13 6 (15.38%) SCADA
13 6 (15.38%) SAP
13 6 (15.38%) UML
13 6 (15.38%) Stakeholder Management
13 6 (15.38%) GIS
13 6 (15.38%) Telecoms
14 5 (12.82%) Management Information System
14 5 (12.82%) ESRI

Data Modelling
Top Related IT Skills in Reading 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 2 (5.13%) JBoss
2 1 (2.56%) IIS
Applications
1 5 (12.82%) MS Excel
2 2 (5.13%) SPSS
3 1 (2.56%) MS PowerPoint
3 1 (2.56%) MS Project
Cloud Services
1 1 (2.56%) SaaS
Database & Business Intelligence
1 21 (53.85%) Big Data
2 12 (30.77%) NoSQL
3 9 (23.08%) Data Warehouse
4 6 (15.38%) GIS
5 5 (12.82%) DataStage
5 5 (12.82%) IBM InfoSphere
5 5 (12.82%) QualityStage
5 5 (12.82%) SQL Server
6 4 (10.26%) RDBMS
6 4 (10.26%) Relational Database
7 3 (7.69%) Data Mining
7 3 (7.69%) SQL Server Analysis Services
7 3 (7.69%) SQL Server Integration Services
7 3 (7.69%) SQL Server Reporting Services
8 2 (5.13%) BusinessObjects
8 2 (5.13%) Hadoop
8 2 (5.13%) MS Access
8 2 (5.13%) OLAP
8 2 (5.13%) OLAP Cube
8 2 (5.13%) Star Schema
Development Applications
1 5 (12.82%) ERwin
2 4 (10.26%) Visual Studio
3 3 (7.69%) Team Foundation Server
3 3 (7.69%) Toad
4 1 (2.56%) Git (software)
General
1 12 (30.77%) Finance
2 11 (28.21%) Retail
3 6 (15.38%) Telecoms
4 5 (12.82%) Pharmaceutical
5 3 (7.69%) Automotive
6 1 (2.56%) Manufacturing
6 1 (2.56%) Publishing
Job Titles
1 17 (43.59%) Analyst
2 12 (30.77%) Developer
3 8 (20.51%) Data Analyst
4 7 (17.95%) Business Intelligence Developer
5 5 (12.82%) Business Developer
5 5 (12.82%) Data Modeller
5 5 (12.82%) SQL Developer
5 5 (12.82%) Systems Analyst
6 4 (10.26%) Architect
6 4 (10.26%) Business Systems Analyst
6 4 (10.26%) ETL Developer
6 4 (10.26%) MIS Developer
6 4 (10.26%) Oracle Developer
6 4 (10.26%) Oracle ETL Developer
6 4 (10.26%) PL/SQL Developer
7 3 (7.69%) Data Architect
7 3 (7.69%) Designer
7 3 (7.69%) SSIS Developer
8 2 (5.13%) Business Intelligence Analyst
8 2 (5.13%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 2 (5.13%) Apache Camel
1 2 (5.13%) Apache CXF
1 2 (5.13%) J2EE
1 2 (5.13%) Spring
1 2 (5.13%) XML
1 2 (5.13%) XSD
2 1 (2.56%) .NET
2 1 (2.56%) ASP.NET
2 1 (2.56%) ASP.NET MVC
2 1 (2.56%) MDX
2 1 (2.56%) REST
Miscellaneous
1 13 (33.33%) Analytical Skills
2 10 (25.64%) Data Structures
2 10 (25.64%) Mobile App
2 10 (25.64%) Smart Meter
3 6 (15.38%) SCADA
4 5 (12.82%) Data Extraction
4 5 (12.82%) Management Information System
5 3 (7.69%) Mathematics
5 3 (7.69%) Statistics
6 2 (5.13%) Data Protection Act
7 1 (2.56%) Cyberthreat
Operating Systems
1 1 (2.56%) Windows
Processes & Methodologies
1 18 (46.15%) ETL
2 17 (43.59%) Data Analysis
3 13 (33.33%) Business Intelligence
3 13 (33.33%) Kimball Methodology
4 7 (17.95%) Analytics
4 7 (17.95%) Logical Data Model
4 7 (17.95%) Physical Data Model
5 6 (15.38%) Stakeholder Management
5 6 (15.38%) UML
6 5 (12.82%) Data Analytics
6 5 (12.82%) Data Architecture
6 5 (12.82%) Data Cleansing
6 5 (12.82%) Data Lineage
6 5 (12.82%) Data Management
6 5 (12.82%) Dimensional Modelling
6 5 (12.82%) Information Management
6 5 (12.82%) Reverse Engineering
7 4 (10.26%) Data Transformation
7 4 (10.26%) Stakeholder Analysis
7 4 (10.26%) Supply Chain Management
Programming Languages
1 23 (58.97%) SQL
2 16 (41.03%) Python
3 10 (25.64%) R
4 7 (17.95%) Java
5 4 (10.26%) C#
5 4 (10.26%) PL/SQL
6 2 (5.13%) Go
7 1 (2.56%) Data Analysis Expressions (DAX)
7 1 (2.56%) T-SQL
Qualifications
1 15 (38.46%) Degree
2 5 (12.82%) Security Cleared
3 1 (2.56%) DV Cleared
Quality Assurance & Compliance
1 9 (23.08%) QA
2 1 (2.56%) Data Quality
Vendors
1 6 (15.38%) SAP
2 5 (12.82%) ESRI
3 4 (10.26%) Oracle
4 3 (7.69%) Microsoft
5 2 (5.13%) Minitab
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