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 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 121 128 91
Rank change year-on-year
+7 -37
Permanent jobs citing Data Modelling 12 25 52
As % of all permanent IT jobs located in Reading 0.69% 1.10% 2.24%
As % of the Processes & Methodologies category 0.77% 1.31% 2.76%
Number of salaries quoted 10 19 41
Median salary £39,250 £67,500 £50,000
Median salary % change year-on-year
-41.85% +35.00%
90% offered a salary of more than £29,750 £55,000 £46,000
10% offered a salary of more than £54,750 £75,500 £55,000
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
1554 1912 1884
As % of all permanent IT jobs located in Reading 89.31% 84.08% 81.24%
Number of salaries quoted 1245 1318 1336
Median salary £50,000 £52,500 £49,500
Median salary % change year-on-year
-4.76% +6.06%
90% offered a salary of more than £35,000 £35,000 £33,500
10% offered a salary of more than £68,000 £70,000 £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 25 May 2016.

Data Modelling Salary Histogram in Reading

Data Modelling
Top 30 Related IT Skills in Reading

For the 6 months to 25 May 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 42 (76.36%) SQL
2 31 (56.36%) Big Data
3 30 (54.55%) ETL
4 27 (49.09%) Python
4 27 (49.09%) Data Analysis
5 25 (45.45%) Business Intelligence
6 23 (41.82%) Degree
7 21 (38.18%) Kimball Methodology
8 20 (36.36%) Analytical Skills
8 20 (36.36%) NoSQL
9 19 (34.55%) Data Structures
9 19 (34.55%) Retail
10 18 (32.73%) Mobile App
10 18 (32.73%) R
10 18 (32.73%) Smart Meter
11 16 (29.09%) Finance
12 15 (27.27%) Data Warehouse
13 14 (25.45%) QA
14 13 (23.64%) Data Architecture
14 13 (23.64%) Analytics
14 13 (23.64%) SQL Server
14 13 (23.64%) Logical Data Model
14 13 (23.64%) Physical Data Model
15 12 (21.82%) UML
15 12 (21.82%) ERwin
15 12 (21.82%) Reverse Engineering
15 12 (21.82%) Dimensional Modelling
16 11 (20.00%) Data Analytics
17 10 (18.18%) MS Excel
18 9 (16.36%) Visual Studio

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 1 (1.82%) IIS
1 1 (1.82%) JBoss
Applications
1 10 (18.18%) MS Excel
2 2 (3.64%) SPSS
3 1 (1.82%) MS PowerPoint
3 1 (1.82%) MS Project
Database & Business Intelligence
1 31 (56.36%) Big Data
2 20 (36.36%) NoSQL
3 15 (27.27%) Data Warehouse
4 13 (23.64%) SQL Server
5 8 (14.55%) Data Mining
6 7 (12.73%) GIS
7 6 (10.91%) DataStage
7 6 (10.91%) IBM InfoSphere
7 6 (10.91%) QualityStage
7 6 (10.91%) RDBMS
7 6 (10.91%) Relational Database
8 3 (5.45%) BusinessObjects
8 3 (5.45%) QlikView
8 3 (5.45%) SQL Server Analysis Services
8 3 (5.45%) SQL Server Integration Services
8 3 (5.45%) SQL Server Reporting Services
9 2 (3.64%) Hadoop
9 2 (3.64%) MS Access
9 2 (3.64%) OLAP
9 2 (3.64%) Star Schema
Development Applications
1 12 (21.82%) ERwin
2 9 (16.36%) Visual Studio
3 8 (14.55%) Team Foundation Server
3 8 (14.55%) Toad
4 1 (1.82%) Git (software)
General
1 19 (34.55%) Retail
2 16 (29.09%) Finance
3 8 (14.55%) Automotive
4 6 (10.91%) Pharmaceutical
4 6 (10.91%) Telecoms
5 1 (1.82%) Publishing
Job Titles
1 22 (40.00%) Developer
2 18 (32.73%) Analyst
3 12 (21.82%) Business Intelligence Developer
3 12 (21.82%) Data Modeller
4 10 (18.18%) Business Developer
4 10 (18.18%) SQL Developer
5 9 (16.36%) Data Analyst
5 9 (16.36%) ETL Developer
5 9 (16.36%) MIS Developer
5 9 (16.36%) Oracle Developer
5 9 (16.36%) Oracle ETL Developer
5 9 (16.36%) PL/SQL Developer
6 4 (7.27%) Systems Analyst
7 3 (5.45%) Architect
7 3 (5.45%) Business Intelligence Analyst
7 3 (5.45%) Business Systems Analyst
7 3 (5.45%) Data Architect
7 3 (5.45%) SSIS Developer
8 2 (3.64%) SSAS Developer
8 2 (3.64%) SSRS Developer
Libraries, Frameworks & Software Standards
1 1 (1.82%) .NET
1 1 (1.82%) Apache Camel
1 1 (1.82%) Apache CXF
1 1 (1.82%) ASP.NET
1 1 (1.82%) ASP.NET MVC
1 1 (1.82%) J2EE
1 1 (1.82%) MDX
1 1 (1.82%) Spring
1 1 (1.82%) XML
1 1 (1.82%) XSD
Miscellaneous
1 20 (36.36%) Analytical Skills
2 19 (34.55%) Data Structures
3 18 (32.73%) Mobile App
3 18 (32.73%) Smart Meter
4 9 (16.36%) Management Information System
5 7 (12.73%) SCADA
6 6 (10.91%) Data Extraction
7 4 (7.27%) Statistics
8 3 (5.45%) Mathematics
9 2 (3.64%) Data Protection Act
10 1 (1.82%) FMCG
Operating Systems
1 1 (1.82%) Windows
Processes & Methodologies
1 30 (54.55%) ETL
2 27 (49.09%) Data Analysis
3 25 (45.45%) Business Intelligence
4 21 (38.18%) Kimball Methodology
5 13 (23.64%) Analytics
5 13 (23.64%) Data Architecture
5 13 (23.64%) Logical Data Model
5 13 (23.64%) Physical Data Model
6 12 (21.82%) Dimensional Modelling
6 12 (21.82%) Reverse Engineering
6 12 (21.82%) UML
7 11 (20.00%) Data Analytics
8 9 (16.36%) Agile Software Development
9 8 (14.55%) Business Development
10 6 (10.91%) Data Cleansing
10 6 (10.91%) Data Management
10 6 (10.91%) Data Transformation
10 6 (10.91%) Information Management
11 3 (5.45%) Business Analysis
11 3 (5.45%) Supply Chain Management
Programming Languages
1 42 (76.36%) SQL
2 27 (49.09%) Python
3 18 (32.73%) R
4 9 (16.36%) PL/SQL
5 7 (12.73%) Java
6 6 (10.91%) C#
7 3 (5.45%) Go
8 1 (1.82%) Data Analysis Expressions (DAX)
8 1 (1.82%) T-SQL
Qualifications
1 23 (41.82%) Degree
2 6 (10.91%) Security Cleared
Quality Assurance & Compliance
1 14 (25.45%) QA
2 1 (1.82%) Data Quality
Vendors
1 9 (16.36%) Oracle
2 8 (14.55%) Microsoft
2 8 (14.55%) SAP
3 6 (10.91%) ESRI
4 2 (3.64%) Minitab
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 27 days ago