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 average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 12 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 93 126 101
Rank change year-on-year
+33 -25
Permanent jobs citing Data Modelling 46 19 47
As % of all permanent IT jobs located in Reading 2.19% 0.79% 2.07%
As % of the Processes & Methodologies category 2.58% 0.94% 2.52%
Number of salaries quoted 42 13 32
Average salary £42,250 £64,250 £42,500
Average salary % change year-on-year
-34.24% +51.17%
90% offered a salary of more than £33,000 £60,000 £38,500
10% offered a salary of more than £55,000 £75,000 £55,000
UK excluding London average salary £47,500 £46,000 £47,500
% change year-on-year
+3.26% -3.15%
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
1786 2031 1865
As % of all permanent IT jobs located in Reading 84.97% 84.48% 82.01%
Number of salaries quoted 1407 1381 1400
Average salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £34,000 £32,500
10% offered a salary of more than £67,500 £67,500 £75,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Modelling
Jobs Demand Trend in Reading

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Reading region as a proportion of the total demand within 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 12 February 2016.

Data Modelling Salary Histogram in Reading

Data Modelling
Top 30 Related IT Skills in Reading

For the 6 months to 12 February 2016, IT jobs across the Reading 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 48 (63.16%) SQL
2 39 (51.32%) ETL
2 39 (51.32%) Business Intelligence
3 30 (39.47%) Retail
4 29 (38.16%) Data Warehouse
4 29 (38.16%) Big Data
5 27 (35.53%) Python
6 25 (32.89%) Data Analysis
6 25 (32.89%) Kimball Methodology
7 24 (31.58%) Degree
8 23 (30.26%) UML
8 23 (30.26%) Analytical Skills
9 22 (28.95%) SQL Server
10 20 (26.32%) Data Structures
10 20 (26.32%) NoSQL
11 18 (23.68%) R
11 18 (23.68%) Mobile App
11 18 (23.68%) Finance
11 18 (23.68%) Smart Meter
12 17 (22.37%) Microsoft
13 15 (19.74%) Oracle
13 15 (19.74%) Data Architecture
14 14 (18.42%) Agile Software Development
15 13 (17.11%) ERwin
15 13 (17.11%) Logical Data Model
15 13 (17.11%) Physical Data Model
16 12 (15.79%) Analytics
16 12 (15.79%) Automotive
16 12 (15.79%) PL/SQL
16 12 (15.79%) MS Excel

Data Modelling
Top Related IT Skills in Reading by Category

For the 6 months to 12 February 2016, IT jobs across the Reading 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 4 (5.26%) SharePoint
2 3 (3.95%) PowerExchange
3 2 (2.63%) WebSphere
Applications
1 12 (15.79%) MS Excel
2 4 (5.26%) MS Office
3 1 (1.32%) MS Visio
Cloud Services
1 4 (5.26%) Cloud Computing
Database & Business Intelligence
1 29 (38.16%) Big Data
1 29 (38.16%) Data Warehouse
2 22 (28.95%) SQL Server
3 20 (26.32%) NoSQL
4 11 (14.47%) Data Mining
5 8 (10.53%) QlikView
5 8 (10.53%) SQL Server Analysis Services
6 7 (9.21%) Relational Database
6 7 (9.21%) SQL Server Integration Services
6 7 (9.21%) SQL Server Reporting Services
7 6 (7.89%) BusinessObjects
7 6 (7.89%) DataStage
7 6 (7.89%) GIS
7 6 (7.89%) IBM InfoSphere
7 6 (7.89%) OLAP
7 6 (7.89%) OLAP Cube
7 6 (7.89%) QualityStage
7 6 (7.89%) RDBMS
7 6 (7.89%) Star Schema
8 5 (6.58%) SQL Server 2012
Development Applications
1 13 (17.11%) ERwin
2 11 (14.47%) Team Foundation Server
3 7 (9.21%) Toad
3 7 (9.21%) Visual Studio
4 4 (5.26%) SQL Server Management Studio (SSMS)
4 4 (5.26%) Subversion
4 4 (5.26%) VSS/SourceSafe
General
1 30 (39.47%) Retail
2 18 (23.68%) Finance
3 12 (15.79%) Automotive
4 6 (7.89%) Pharmaceutical
4 6 (7.89%) Telecoms
Job Titles
1 28 (36.84%) Developer
2 24 (31.58%) Analyst
3 13 (17.11%) Business Analyst
4 12 (15.79%) Business Intelligence Developer
4 12 (15.79%) Data Modeller
4 12 (15.79%) ETL Developer
5 11 (14.47%) E-Commerce Analyst
5 11 (14.47%) E-Commerce Business Analyst
5 11 (14.47%) Retail Business Analyst
6 10 (13.16%) Business Developer
7 9 (11.84%) Supply Chain Analyst
7 9 (11.84%) Supply Chain Business Analyst
8 8 (10.53%) SQL Developer
9 7 (9.21%) Architect
9 7 (9.21%) Data Architect
9 7 (9.21%) MIS Developer
9 7 (9.21%) Oracle Developer
9 7 (9.21%) Oracle ETL Developer
9 7 (9.21%) PL/SQL Developer
10 6 (7.89%) Data Analyst
Libraries, Frameworks & Software Standards
1 5 (6.58%) MDX
2 4 (5.26%) .NET
2 4 (5.26%) Web Services
3 2 (2.63%) Middleware
3 2 (2.63%) XML
Miscellaneous
1 23 (30.26%) Analytical Skills
2 20 (26.32%) Data Structures
3 18 (23.68%) Mobile App
3 18 (23.68%) Smart Meter
4 9 (11.84%) Management Information System
5 6 (7.89%) Data Extraction
5 6 (7.89%) SCADA
6 5 (6.58%) Data Integration
7 4 (5.26%) Client/Server
7 4 (5.26%) Computer Science
7 4 (5.26%) Mathematics
7 4 (5.26%) Statistics
7 4 (5.26%) Visualisation
8 1 (1.32%) FMCG
8 1 (1.32%) Informatics
Operating Systems
1 4 (5.26%) Windows
2 3 (3.95%) Unix
Processes & Methodologies
1 39 (51.32%) Business Intelligence
1 39 (51.32%) ETL
2 25 (32.89%) Data Analysis
2 25 (32.89%) Kimball Methodology
3 23 (30.26%) UML
4 15 (19.74%) Data Architecture
5 14 (18.42%) Agile Software Development
6 13 (17.11%) Logical Data Model
6 13 (17.11%) Physical Data Model
7 12 (15.79%) Analytics
7 12 (15.79%) Business Development
7 12 (15.79%) Dimensional Modelling
7 12 (15.79%) Reverse Engineering
8 11 (14.47%) Data Analytics
8 11 (14.47%) E-Commerce
8 11 (14.47%) RUP
8 11 (14.47%) Use Case
8 11 (14.47%) User Acceptance Testing
9 10 (13.16%) Data Management
10 7 (9.21%) Information Management
Programming Languages
1 48 (63.16%) SQL
2 27 (35.53%) Python
3 18 (23.68%) R
4 12 (15.79%) PL/SQL
5 10 (13.16%) C#
5 10 (13.16%) Java
6 5 (6.58%) T-SQL
7 4 (5.26%) VB.NET
8 3 (3.95%) Go
9 2 (2.63%) Data Analysis Expressions (DAX)
Qualifications
1 24 (31.58%) Degree
2 6 (7.89%) Security Cleared
Quality Assurance & Compliance
1 12 (15.79%) QA
System Software
1 4 (5.26%) VMware ESX
Systems Management
1 4 (5.26%) SCCM
Vendors
1 17 (22.37%) Microsoft
2 15 (19.74%) Oracle
3 9 (11.84%) SAP
4 6 (7.89%) ESRI
5 4 (5.26%) Tableau
6 3 (3.95%) Informatica
7 2 (2.63%) IBM
8 1 (1.32%) Ab Initio
8 1 (1.32%) Embarcadero
8 1 (1.32%) Teradata
8 1 (1.32%) webMethods