The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Berkshire region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 30 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
30 Apr 2016
Same period 2015 Same period 2014
Data Modeling
Rank 163 143 110
Rank change year-on-year
-20 -33
Permanent jobs citing Data Modelling 54 94 121
As % of all permanent IT jobs located in Berkshire 1.11% 1.72% 2.10%
As % of the Processes & Methodologies category 1.30% 2.03% 2.60%
Number of salaries quoted 44 64 85
Average salary £62,500 £55,000 £46,000
Average salary % change year-on-year
+13.63% +19.56%
90% offered a salary of more than £37,500 £50,000 £34,880
10% offered a salary of more than £78,500 £75,000 £60,000
UK excluding London average salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
South East

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

Processes & Methodologies Category
Berkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
4148 4630 4653
As % of all permanent IT jobs located in Berkshire 85.40% 84.60% 80.66%
Number of salaries quoted 3353 3289 3323
Average salary £52,000 £52,500 £47,500
Average salary % change year-on-year
-0.95% +10.52%
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £70,000 £70,000 £75,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Berkshire

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

Data Modelling Jobs Demand Trend in Berkshire

Data Modelling
Salary Trend in Berkshire

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

Data Modelling Salary Trend in Berkshire

Data Modelling
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Berkshire region over the 3 months to 30 April 2016.

Data Modelling Salary Histogram in Berkshire

Data Modelling
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the Berkshire region over the 3 months to 30 April 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +3 13 £38,500 -37.14% 2
Slough -28 8 £42,500 -22.72% 2
Bracknell -6 6 £66,250 +23.25% 1
Windsor +19 2 £58,750 -
Maidenhead -3 2 £65,000 +18.18% 1
Wokingham - 1 £81,500 -
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Berkshire

For the 6 months to 30 April 2016, IT jobs across the Berkshire 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.

1 116 (64.44%) Business Intelligence
2 101 (56.11%) SQL
3 81 (45.00%) Oracle
4 72 (40.00%) Finance
5 69 (38.33%) Analytical Skills
6 67 (37.22%) ETL
7 61 (33.89%) SQL Server
8 53 (29.44%) Data Analysis
9 50 (27.78%) Data Warehouse
10 47 (26.11%) Degree
11 36 (20.00%) Agile Software Development
11 36 (20.00%) Big Data
12 29 (16.11%) Kimball Methodology
12 29 (16.11%) Enterprise Software
13 28 (15.56%) Performance Management
14 27 (15.00%) Systems Analysis
14 27 (15.00%) PL/SQL
14 27 (15.00%) Python
15 25 (13.89%) Microsoft
15 25 (13.89%) SQL Server Integration Services
15 25 (13.89%) Data Architecture
16 24 (13.33%) Visualisation
16 24 (13.33%) Analytics
17 23 (12.78%) Continuous Improvement
17 23 (12.78%) Hyperion
17 23 (12.78%) JD Edwards
17 23 (12.78%) ERP
17 23 (12.78%) T-SQL
17 23 (12.78%) Hyperion Planning
17 23 (12.78%) HFM

Data Modelling
Top Related IT Skills in Berkshire by Category

For the 6 months to 30 April 2016, IT jobs across the Berkshire 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 21 (11.67%) SAS
2 5 (2.78%) JBoss
3 1 (0.56%) Elasticsearch
3 1 (0.56%) IIS
Applications
1 15 (8.33%) MS Excel
2 4 (2.22%) Spreadsheet
3 3 (1.67%) MS Office
4 2 (1.11%) SPSS
5 1 (0.56%) MS PowerPoint
5 1 (0.56%) MS Project
5 1 (0.56%) MS Visio
Business Applications
1 23 (12.78%) HFM
1 23 (12.78%) Hyperion Planning
2 19 (10.56%) Oracle EBS
2 19 (10.56%) Oracle ERP
3 5 (2.78%) Cognos Business Intelligence
4 4 (2.22%) Cognos TM1
5 3 (1.67%) Dynamics AX
5 3 (1.67%) SAP MDM
6 2 (1.11%) Eloqua
6 2 (1.11%) Remedy ITSM
7 1 (0.56%) Summit
Cloud Services
1 9 (5.00%) SaaS
2 2 (1.11%) Oracle CX
3 1 (0.56%) SuccessFactors
Database & Business Intelligence
1 61 (33.89%) SQL Server
2 50 (27.78%) Data Warehouse
3 36 (20.00%) Big Data
4 25 (13.89%) SQL Server Integration Services
5 21 (11.67%) SQL Server Reporting Services
6 20 (11.11%) NoSQL
6 20 (11.11%) SQL Server Analysis Services
7 18 (10.00%) Oracle Database
8 16 (8.89%) Oracle BI EE
9 13 (7.22%) BusinessObjects
9 13 (7.22%) Data Mining
10 12 (6.67%) Oracle Database 11g
10 12 (6.67%) QlikView
11 11 (6.11%) RDBMS
11 11 (6.11%) Relational Database
12 8 (4.44%) DataStage
12 8 (4.44%) SAP BI
13 7 (3.89%) GIS
14 6 (3.33%) Enterprise Data Warehouse
14 6 (3.33%) QualityStage
Development Applications
1 18 (10.00%) ERwin
2 14 (7.78%) Team Foundation Server
3 12 (6.67%) Toad
4 10 (5.56%) Visual Studio
5 5 (2.78%) NuGet
5 5 (2.78%) Subversion
6 1 (0.56%) Git (software)
General
1 72 (40.00%) Finance
2 22 (12.22%) Retail
3 14 (7.78%) Telecoms
4 13 (7.22%) Automotive
5 11 (6.11%) Pharmaceutical
6 5 (2.78%) Back Office
7 2 (1.11%) Marketing
8 1 (0.56%) Billing
8 1 (0.56%) Games
8 1 (0.56%) Publishing
Job Titles
1 58 (32.22%) Analyst
2 56 (31.11%) Developer
3 39 (21.67%) Architect
4 24 (13.33%) Business Analyst
5 23 (12.78%) SQL Developer
6 20 (11.11%) Data Analyst
7 17 (9.44%) Data Architect
8 16 (8.89%) Business Intelligence Developer
9 15 (8.33%) Business Intelligence Architect
10 14 (7.78%) Business Intelligence Analyst
10 14 (7.78%) ETL Developer
11 13 (7.22%) Designer
11 13 (7.22%) Solutions Architect
12 12 (6.67%) Data Modeller
12 12 (6.67%) ERP Analyst
12 12 (6.67%) ERP Business Analyst
12 12 (6.67%) Senior Developer
12 12 (6.67%) SSAS Developer
12 12 (6.67%) SSIS Developer
13 11 (6.11%) Business Intelligence Business Analyst
Libraries, Frameworks & Software Standards
1 18 (10.00%) MDX
1 18 (10.00%) XML
2 9 (5.00%) .NET
3 7 (3.89%) JSON
3 7 (3.89%) SOAP
4 6 (3.33%) Web Services
5 5 (2.78%) .NET Framework
5 5 (2.78%) Apache Camel
5 5 (2.78%) Apache CXF
5 5 (2.78%) J2EE
5 5 (2.78%) REST
5 5 (2.78%) Spring
5 5 (2.78%) XSD
6 4 (2.22%) EJB
7 2 (1.11%) RESTful
8 1 (0.56%) ASP.NET
8 1 (0.56%) ASP.NET MVC
Miscellaneous
1 69 (38.33%) Analytical Skills
2 29 (16.11%) Enterprise Software
3 24 (13.33%) Visualisation
4 21 (11.67%) Mathematics
5 20 (11.11%) Data Structures
6 19 (10.56%) Management Information System
7 18 (10.00%) Mobile App
7 18 (10.00%) Smart Meter
8 8 (4.44%) Statistics
9 7 (3.89%) SCADA
10 6 (3.33%) Data Extraction
10 6 (3.33%) Data Integration
11 4 (2.22%) Computer Science
11 4 (2.22%) Informatics
12 2 (1.11%) CMDB
12 2 (1.11%) Data Protection Act
12 2 (1.11%) FMCG
12 2 (1.11%) Reference Data
13 1 (0.56%) Digital Media
Operating Systems
1 6 (3.33%) Windows
2 5 (2.78%) Windows Server
3 1 (0.56%) Linux
3 1 (0.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 116 (64.44%) Business Intelligence
2 67 (37.22%) ETL
3 53 (29.44%) Data Analysis
4 36 (20.00%) Agile Software Development
5 29 (16.11%) Kimball Methodology
6 28 (15.56%) Performance Management
7 27 (15.00%) Systems Analysis
8 25 (13.89%) Data Architecture
9 24 (13.33%) Analytics
10 23 (12.78%) Continuous Improvement
10 23 (12.78%) ERP
11 20 (11.11%) Logical Data Model
11 20 (11.11%) Physical Data Model
12 19 (10.56%) Performance Tuning
13 17 (9.44%) Strategic Planning
14 16 (8.89%) Data Management
15 15 (8.33%) TOGAF
15 15 (8.33%) Translating Business Requirements
16 14 (7.78%) SOA
16 14 (7.78%) UML
Programming Languages
1 101 (56.11%) SQL
2 27 (15.00%) PL/SQL
2 27 (15.00%) Python
3 23 (12.78%) T-SQL
4 20 (11.11%) C#
5 18 (10.00%) R
6 16 (8.89%) Java
7 10 (5.56%) C
8 9 (5.00%) C++
9 5 (2.78%) Data Analysis Expressions (DAX)
10 4 (2.22%) JavaScript
11 3 (1.67%) Go
Qualifications
1 47 (26.11%) Degree
2 11 (6.11%) Security Cleared
3 2 (1.11%) Postgraduate
3 2 (1.11%) SC Cleared
Quality Assurance & Compliance
1 18 (10.00%) QA
2 5 (2.78%) Data Quality
3 3 (1.67%) PCI DSS
3 3 (1.67%) Sarbanes-Oxley
Vendors
1 81 (45.00%) Oracle
2 25 (13.89%) Microsoft
3 23 (12.78%) Hyperion
3 23 (12.78%) JD Edwards
4 21 (11.67%) Tableau
5 19 (10.56%) SAP
6 12 (6.67%) Cognos
7 9 (5.00%) Teradata
8 6 (3.33%) Ab Initio
8 6 (3.33%) ESRI
9 2 (1.11%) Cognizant
9 2 (1.11%) Minitab
9 2 (1.11%) Remedy
9 2 (1.11%) Siebel
10 1 (0.56%) Laserfiche
10 1 (0.56%) Red Hat
10 1 (0.56%) Salesforce.com
10 1 (0.56%) webMethods
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 3 days ago
Slough
Interquest - Korus Group - Brighton
Salary: £35000 - £45000 per annum
Posted: 4 days ago
Berkshire
Harvey Nash plc
Salary: £75000 - £82000 per annum + Comprehensive Package + 10% Bonus
Posted: 4 days ago
Slough, Berkshire
Harvey Nash plc
Salary: £40000 - £45000 per annum
Posted: 5 days ago
Maidenhead
Nigel Frank International Ltd
Salary: £45000 - £50000 per annum + Benefits
Posted: 18 days ago
Bracknell, Berkshire
Vodafone
Salary: £Attractive Base plus Bonus, 28 days hols, pension sheme, share scheme
Posted: 24 days ago
Newbury, Berkshire
Vodafone
Salary: £Attractive Base plus Bonus, 28 days hols, pension sheme, share scheme
Posted: 24 days ago