The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Modelling
East of England / Cambridgeshire
Rank 108 123 104
Rank change year-on-year +15 -19  
Permanent jobs citing Data Modelling 14 17 26
As % of all permanent IT jobs advertised in Cambridgeshire 0.83% 0.79% 1.27%
As % of the Processes & Methodologies category 0.94% 0.89% 1.49%
Number of salaries quoted 13 13 20
Median salary £50,000 £57,500 £44,000
Median salary % change year-on-year -13.04% +30.68%  
90% offered a salary of more than £47,500 £45,500 £40,000
10% offered a salary of more than £61,500 £66,000 £50,000
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 1497 1903 1745
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.27% 88.55% 84.91%
Number of salaries quoted 1153 1477 1424
Median salary £46,614 £43,641 £45,000
Median salary % change year-on-year +6.81% -3.02%  
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling 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 in Cambridgeshire.

Salary trend for Data Modelling in Cambridgeshire

Data Modelling
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Data Modelling in Cambridgeshire over the 3 months to 23 March 2017.

Salary histogram for Data Modelling 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 23 March 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 +4 3 £62,500 +6.38% 1
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 23 March 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 22 (51.16%) JavaScript
2 21 (48.84%) SQL
3 18 (41.86%) XML
4 17 (39.53%) Software Engineering
5 16 (37.21%) Business Analysis
6 15 (34.88%) Business Intelligence
7 13 (30.23%) ETL
7 13 (30.23%) Python
7 13 (30.23%) C#
7 13 (30.23%) Degree
7 13 (30.23%) Analytics
8 11 (25.58%) Agile Software Development
8 11 (25.58%) JSON
8 11 (25.58%) Spotfire
8 11 (25.58%) .NET
8 11 (25.58%) Oracle
8 11 (25.58%) Unix
8 11 (25.58%) BusinessObjects
9 10 (23.26%) VBA
9 10 (23.26%) Mathematics
9 10 (23.26%) Statistics
9 10 (23.26%) Oracle BI EE
9 10 (23.26%) Lumira
10 9 (20.93%) Front End Development
10 9 (20.93%) jQuery
10 9 (20.93%) HTML5
10 9 (20.93%) Entity Framework
10 9 (20.93%) REST
10 9 (20.93%) Twitter Bootstrap
10 9 (20.93%) ASP.NET Web API

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 (11.63%) Apache Spark
2 2 (4.65%) Drupal
2 2 (4.65%) WordPress
Applications
1 9 (20.93%) Photoshop
2 3 (6.98%) MS Excel
3 1 (2.33%) MS PowerPoint
Business Applications
1 3 (6.98%) Oracle BPM
2 2 (4.65%) Dynamics CRM
3 1 (2.33%) SAP CO
3 1 (2.33%) SAP FI
3 1 (2.33%) SAP FI/CO
3 1 (2.33%) SAP R/3
Cloud Services
1 2 (4.65%) Microsoft Azure
1 2 (4.65%) PaaS
2 1 (2.33%) Google Analytics
Communications & Networking
1 4 (9.30%) 3GPP
1 4 (9.30%) ATM
1 4 (9.30%) DHCP
1 4 (9.30%) DNS
1 4 (9.30%) LTE
1 4 (9.30%) Radio Access Network
1 4 (9.30%) RANAP
1 4 (9.30%) RTP
1 4 (9.30%) SIGTRAN
1 4 (9.30%) SS7
1 4 (9.30%) SSH
1 4 (9.30%) UTRAN
2 1 (2.33%) LDAP
Database & Business Intelligence
1 11 (25.58%) BusinessObjects
1 11 (25.58%) Spotfire
2 10 (23.26%) Lumira
2 10 (23.26%) Oracle BI EE
3 6 (13.95%) Data Warehouse
4 4 (9.30%) Relational Database
4 4 (9.30%) SAP BW
4 4 (9.30%) SQL Server
5 3 (6.98%) SQL Server Analysis Services
5 3 (6.98%) SQL Server Integration Services
5 3 (6.98%) SQL Server Reporting Services
6 2 (4.65%) Big Data
6 2 (4.65%) Data Lake
6 2 (4.65%) Data Mining
6 2 (4.65%) Power BI
6 2 (4.65%) QlikView
6 2 (4.65%) SQL Server 2008
7 1 (2.33%) Microsoft Power View
7 1 (2.33%) PowerPivot
Development Applications
1 9 (20.93%) Oracle APEX
2 5 (11.63%) Selenium
General
1 8 (18.60%) Legal
2 7 (16.28%) Finance
2 7 (16.28%) Pharmaceutical
3 4 (9.30%) Marketing
4 3 (6.98%) Telecoms
5 1 (2.33%) Publishing
Job Titles
1 16 (37.21%) Analyst
2 13 (30.23%) Developer
3 9 (20.93%) Front End Developer (Client-Side Developer)
3 9 (20.93%) Senior Developer
3 9 (20.93%) Senior Front-End Developer
4 8 (18.60%) Business Analyst
5 7 (16.28%) Angular Developer
5 7 (16.28%) Business Intelligence Analyst
5 7 (16.28%) Business IT Analyst
5 7 (16.28%) Data Scientist
5 7 (16.28%) HTML CSS Developer
5 7 (16.28%) HTML Developer
5 7 (16.28%) IT Analyst
5 7 (16.28%) IT Business Analyst
6 5 (11.63%) Architect
7 4 (9.30%) Systems Architect
8 3 (6.98%) Core Network Architect
8 3 (6.98%) Network Architect
8 3 (6.98%) Telecoms Architect
9 2 (4.65%) Senior IT Business Analyst
Libraries, Frameworks & Software Standards
1 18 (41.86%) XML
2 11 (25.58%) .NET
2 11 (25.58%) JSON
3 9 (20.93%) .NET Framework
3 9 (20.93%) AngularJS
3 9 (20.93%) ASP.NET Web API
3 9 (20.93%) CSS
3 9 (20.93%) Entity Framework
3 9 (20.93%) HTML
3 9 (20.93%) HTML5
3 9 (20.93%) jQuery
3 9 (20.93%) LESS
3 9 (20.93%) LINQ
3 9 (20.93%) Razor View Engine
3 9 (20.93%) REST
3 9 (20.93%) Sass
3 9 (20.93%) Twitter Bootstrap
3 9 (20.93%) WCF
3 9 (20.93%) Web Services
3 9 (20.93%) XSLT
Miscellaneous
1 8 (18.60%) Analytical Skills
1 8 (18.60%) User Experience
2 7 (16.28%) Mobile App
3 5 (11.63%) Algorithms
4 4 (9.30%) Computer Science
5 2 (4.65%) Data Centre
5 2 (4.65%) Enterprise Software
5 2 (4.65%) Virtual Team
6 1 (2.33%) Data Structures
6 1 (2.33%) Management Information System
6 1 (2.33%) Social Media
Operating Systems
1 11 (25.58%) Unix
2 2 (4.65%) Linux
2 2 (4.65%) Windows
3 1 (2.33%) Red Hat Enterprise Linux
Processes & Methodologies
1 17 (39.53%) Software Engineering
2 16 (37.21%) Business Analysis
3 15 (34.88%) Business Intelligence
4 13 (30.23%) Analytics
4 13 (30.23%) ETL
5 11 (25.58%) Agile Software Development
6 10 (23.26%) Mathematics
6 10 (23.26%) Statistics
7 9 (20.93%) Front End Development
7 9 (20.93%) MVC
8 8 (18.60%) Business Process Modelling
8 8 (18.60%) Change Control
8 8 (18.60%) Use Case
9 7 (16.28%) Machine Learning
9 7 (16.28%) Web Development
10 6 (13.95%) OO
11 5 (11.63%) Data Analytics
12 4 (9.30%) DevOps
12 4 (9.30%) Network Management
12 4 (9.30%) Security Management
Programming Languages
1 22 (51.16%) JavaScript
2 21 (48.84%) SQL
3 13 (30.23%) C#
3 13 (30.23%) Python
4 10 (23.26%) VBA
5 9 (20.93%) PL/SQL
5 9 (20.93%) VB.NET
6 8 (18.60%) R
7 2 (4.65%) Bash Shell
7 2 (4.65%) C
7 2 (4.65%) Perl
7 2 (4.65%) PowerShell
7 2 (4.65%) T-SQL
8 1 (2.33%) C++
8 1 (2.33%) Java
8 1 (2.33%) Ruby
8 1 (2.33%) Shell Script
8 1 (2.33%) tcsh
8 1 (2.33%) VB
Qualifications
1 13 (30.23%) Degree
2 1 (2.33%) PhD
Quality Assurance & Compliance
1 9 (20.93%) QA
2 1 (2.33%) Data Quality
System Software
1 2 (4.65%) Docker
Vendors
1 11 (25.58%) Oracle
2 5 (11.63%) Microsoft
2 5 (11.63%) SAP
3 4 (9.30%) Tableau
4 3 (6.98%) Cognos
4 3 (6.98%) Hyperion
5 2 (4.65%) Salesforce.com
5 2 (4.65%) Xamarin
6 1 (2.33%) Facebook
6 1 (2.33%) Google
6 1 (2.33%) IBM
6 1 (2.33%) Red Hat
6 1 (2.33%) Tealeaf
6 1 (2.33%) Twitter
Huntingdon, Cambridgeshire
Networkers
Salary: £41000 per annum
Posted: 6 days ago
Cambridge
Edward Carter Solutions
Salary: £41000 per annum + Bonus and excellent benefits
Posted: 8 days ago