The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Cambridgeshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Data Modelling
East of England / Cambridgeshire
Rank 106 115 104
Rank change year-on-year
+9 -11
Permanent jobs citing Data Modelling 15 15 34
As % of all permanent IT jobs located in Cambridgeshire 0.89% 0.70% 1.51%
As % of the Processes & Methodologies category 1.02% 0.79% 1.77%
Number of salaries quoted 13 12 26
Median salary £54,000 £47,500 £45,000
Median salary % change year-on-year
+13.68% +5.55%
90% offered a salary of more than £47,500 £47,500 £40,000
10% offered a salary of more than £62,500 £59,135 £48,750
UK excluding London median salary £48,000 £47,500 £46,377
% change year-on-year
+1.05% +2.42%

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

Processes & Methodologies Category
Cambridgeshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1470 1893 1924
As % of all permanent IT jobs located in Cambridgeshire 87.66% 88.17% 85.25%
Number of salaries quoted 1192 1457 1561
Median salary £46,614 £44,000 £45,000
Median salary % change year-on-year
+5.94% -2.22%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £67,500 £62,500 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Cambridgeshire

The demand trend of job ads across the Cambridgeshire 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 Cambridgeshire

Data Modelling
Salary Trend in Cambridgeshire

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

Data Modelling Salary Trend in Cambridgeshire

Data Modelling
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Cambridgeshire region over the 3 months to 24 February 2017.

Data Modelling Salary Histogram in Cambridgeshire

Data Modelling
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Cambridgeshire region over the 3 months to 24 February 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +13 8 £55,000 +7.10%
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 24 February 2017, 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 Cambridgeshire region with a requirement for Data Modelling.

1 26 (57.78%) JavaScript
2 21 (46.67%) SQL
3 20 (44.44%) Software Engineering
4 19 (42.22%) Business Intelligence
5 18 (40.00%) XML
6 17 (37.78%) Python
6 17 (37.78%) Analytics
7 14 (31.11%) Spotfire
8 13 (28.89%) Business Analysis
8 13 (28.89%) Degree
8 13 (28.89%) Agile Software Development
8 13 (28.89%) C#
9 12 (26.67%) VBA
9 12 (26.67%) Unix
9 12 (26.67%) ETL
10 11 (24.44%) Oracle
11 10 (22.22%) .NET
11 10 (22.22%) BusinessObjects
11 10 (22.22%) Finance
11 10 (22.22%) JSON
11 10 (22.22%) Mathematics
11 10 (22.22%) Statistics
11 10 (22.22%) Analytical Skills
11 10 (22.22%) Oracle BI EE
11 10 (22.22%) Lumira
12 9 (20.00%) Front End Development
12 9 (20.00%) HTML5
12 9 (20.00%) Entity Framework
12 9 (20.00%) REST
12 9 (20.00%) CSS3

Data Modelling
Top Related IT Skills in Cambridgeshire 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 5 (11.11%) Apache Spark
2 2 (4.44%) Drupal
2 2 (4.44%) WordPress
Applications
1 9 (20.00%) Photoshop
2 5 (11.11%) MS Excel
3 3 (6.67%) MS PowerPoint
Business Applications
1 3 (6.67%) Dynamics CRM
1 3 (6.67%) Oracle BPM
2 1 (2.22%) SAP CO
2 1 (2.22%) SAP FI
2 1 (2.22%) SAP FI/CO
Cloud Services
1 3 (6.67%) Google Analytics
2 1 (2.22%) Microsoft Azure
2 1 (2.22%) PaaS
Communications & Networking
1 4 (8.89%) 3GPP
1 4 (8.89%) ATM
1 4 (8.89%) DHCP
1 4 (8.89%) DNS
1 4 (8.89%) LTE
1 4 (8.89%) Radio Access Network
1 4 (8.89%) RANAP
1 4 (8.89%) RTP
1 4 (8.89%) SIGTRAN
1 4 (8.89%) SS7
1 4 (8.89%) SSH
1 4 (8.89%) UTRAN
2 2 (4.44%) LDAP
Database & Business Intelligence
1 14 (31.11%) Spotfire
2 10 (22.22%) BusinessObjects
2 10 (22.22%) Lumira
2 10 (22.22%) Oracle BI EE
3 6 (13.33%) SQL Server
3 6 (13.33%) SQL Server Analysis Services
3 6 (13.33%) SQL Server Integration Services
3 6 (13.33%) SQL Server Reporting Services
4 5 (11.11%) Data Warehouse
5 4 (8.89%) Microsoft Power View
5 4 (8.89%) PowerPivot
6 3 (6.67%) Big Data
6 3 (6.67%) Relational Database
6 3 (6.67%) SAP BW
7 2 (4.44%) Data Lake
7 2 (4.44%) Power BI
7 2 (4.44%) QlikView
7 2 (4.44%) SQL Server 2008
8 1 (2.22%) Data Mining
Development Applications
1 9 (20.00%) Oracle APEX
2 5 (11.11%) Selenium
General
1 10 (22.22%) Finance
2 7 (15.56%) Pharmaceutical
3 6 (13.33%) Legal
3 6 (13.33%) Marketing
4 3 (6.67%) Telecoms
Job Titles
1 18 (40.00%) Analyst
2 13 (28.89%) Developer
3 9 (20.00%) Business Intelligence Analyst
3 9 (20.00%) Front End Developer (Client-Side Developer)
3 9 (20.00%) Senior Developer
3 9 (20.00%) Senior Front-End Developer
4 7 (15.56%) Angular Developer
4 7 (15.56%) Data Scientist
4 7 (15.56%) HTML CSS Developer
4 7 (15.56%) HTML Developer
5 6 (13.33%) Business Analyst
6 5 (11.11%) Business IT Analyst
6 5 (11.11%) IT Analyst
6 5 (11.11%) IT Business Analyst
7 4 (8.89%) Architect
7 4 (8.89%) Systems Architect
8 3 (6.67%) Core Network Architect
8 3 (6.67%) Network Architect
8 3 (6.67%) Telecoms Architect
8 3 (6.67%) Web Analyst
Libraries, Frameworks & Software Standards
1 18 (40.00%) XML
2 10 (22.22%) .NET
2 10 (22.22%) JSON
3 9 (20.00%) .NET Framework
3 9 (20.00%) AngularJS
3 9 (20.00%) ASP.NET Web API
3 9 (20.00%) CSS
3 9 (20.00%) CSS3
3 9 (20.00%) Entity Framework
3 9 (20.00%) HTML
3 9 (20.00%) HTML5
3 9 (20.00%) jQuery
3 9 (20.00%) LESS
3 9 (20.00%) LINQ
3 9 (20.00%) Razor View Engine
3 9 (20.00%) REST
3 9 (20.00%) Sass
3 9 (20.00%) WCF
3 9 (20.00%) Web Services
3 9 (20.00%) XSLT
Miscellaneous
1 10 (22.22%) Analytical Skills
2 8 (17.78%) Algorithms
3 7 (15.56%) Mobile App
4 6 (13.33%) User Experience
5 4 (8.89%) Computer Science
6 3 (6.67%) Data Centre
6 3 (6.67%) Social Media
7 2 (4.44%) Enterprise Software
7 2 (4.44%) Management Information System
8 1 (2.22%) Virtual Team
Operating Systems
1 12 (26.67%) Unix
2 3 (6.67%) Linux
3 2 (4.44%) Red Hat Enterprise Linux
3 2 (4.44%) Windows
Processes & Methodologies
1 20 (44.44%) Software Engineering
2 19 (42.22%) Business Intelligence
3 17 (37.78%) Analytics
4 13 (28.89%) Agile Software Development
4 13 (28.89%) Business Analysis
5 12 (26.67%) ETL
6 10 (22.22%) Mathematics
6 10 (22.22%) Statistics
7 9 (20.00%) Front End Development
7 9 (20.00%) MVC
8 7 (15.56%) OO
8 7 (15.56%) Web Development
9 6 (13.33%) Change Control
9 6 (13.33%) Data Analysis
9 6 (13.33%) Machine Learning
9 6 (13.33%) Project Management
9 6 (13.33%) Use Case
10 5 (11.11%) Data Analytics
11 4 (8.89%) Network Management
11 4 (8.89%) Waterfall
Programming Languages
1 26 (57.78%) JavaScript
2 21 (46.67%) SQL
3 17 (37.78%) Python
4 13 (28.89%) C#
5 12 (26.67%) VBA
6 9 (20.00%) PL/SQL
6 9 (20.00%) VB.NET
7 8 (17.78%) R
8 4 (8.89%) Ruby
9 3 (6.67%) Bash Shell
9 3 (6.67%) C
9 3 (6.67%) Perl
9 3 (6.67%) VB
10 2 (4.44%) T-SQL
11 1 (2.22%) C++
11 1 (2.22%) Java
11 1 (2.22%) PowerShell
11 1 (2.22%) Shell Script
11 1 (2.22%) tcsh
Qualifications
1 13 (28.89%) Degree
2 1 (2.22%) PhD
Quality Assurance & Compliance
1 9 (20.00%) QA
System Software
1 1 (2.22%) Docker
Vendors
1 11 (24.44%) Oracle
2 7 (15.56%) Microsoft
2 7 (15.56%) Tableau
3 4 (8.89%) SAP
4 3 (6.67%) Cognos
4 3 (6.67%) Facebook
4 3 (6.67%) Google
4 3 (6.67%) Hyperion
4 3 (6.67%) IBM
4 3 (6.67%) Tealeaf
4 3 (6.67%) Twitter
5 2 (4.44%) Red Hat
6 1 (2.22%) Salesforce.com
6 1 (2.22%) Xamarin