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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Data Modelling
East of England / Cambridgeshire
Rank 100 113 109
Rank change year-on-year
+13 -4
Permanent jobs citing Data Modelling 19 21 27
As % of all permanent IT jobs located in Cambridgeshire 1.18% 1.06% 1.18%
As % of the Processes & Methodologies category 1.39% 1.24% 1.40%
Number of salaries quoted 18 20 20
Median salary £55,000 £47,500 £44,250
Median salary % change year-on-year
+15.78% +7.34%
90% offered a salary of more than £52,050 £23,500 £42,250
10% offered a salary of more than £62,500 £52,215 £45,000
UK excluding London median salary £47,500 £48,500 £45,000
% change year-on-year
-2.06% +7.77%

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
1365 1691 1933
As % of all permanent IT jobs located in Cambridgeshire 84.99% 85.75% 84.56%
Number of salaries quoted 1153 1379 1530
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 £32,500 £32,500 £30,000
10% offered a salary of more than £64,000 £62,500 £60,000
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 19 January 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 19 January 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 +18 16 £55,000 +7.10% 1
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 19 January 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 30 (60.00%) JavaScript
2 25 (50.00%) SQL
3 23 (46.00%) Business Intelligence
4 21 (42.00%) Analytics
5 19 (38.00%) Software Engineering
6 18 (36.00%) XML
7 17 (34.00%) Python
8 16 (32.00%) C#
9 15 (30.00%) Spotfire
10 14 (28.00%) Degree
10 14 (28.00%) Agile Software Development
11 13 (26.00%) VBA
11 13 (26.00%) Oracle
11 13 (26.00%) ETL
12 12 (24.00%) Unix
13 11 (22.00%) OO
13 11 (22.00%) BusinessObjects
13 11 (22.00%) Analytical Skills
13 11 (22.00%) Oracle BI EE
14 10 (20.00%) Oracle APEX
14 10 (20.00%) Lumira
14 10 (20.00%) CSS
14 10 (20.00%) Web Services
14 10 (20.00%) Finance
14 10 (20.00%) Mathematics
14 10 (20.00%) Statistics
15 9 (18.00%) Business Analysis
15 9 (18.00%) Data Analysis
15 9 (18.00%) QA
15 9 (18.00%) JSON

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 (10.00%) Apache Spark
2 2 (4.00%) Drupal
2 2 (4.00%) WordPress
3 1 (2.00%) SAS
Applications
1 9 (18.00%) Photoshop
2 6 (12.00%) MS Excel
3 4 (8.00%) MS PowerPoint
4 1 (2.00%) SPSS
Business Applications
1 6 (12.00%) Dynamics CRM
2 3 (6.00%) Oracle BPM
3 1 (2.00%) SAP CO
3 1 (2.00%) SAP FI
3 1 (2.00%) SAP FI/CO
3 1 (2.00%) SAP MDM
Cloud Services
1 4 (8.00%) Google Analytics
2 1 (2.00%) Amazon AWS
Communications & Networking
1 4 (8.00%) 3GPP
1 4 (8.00%) ATM
1 4 (8.00%) DHCP
1 4 (8.00%) DNS
1 4 (8.00%) LTE
1 4 (8.00%) Radio Access Network
1 4 (8.00%) RANAP
1 4 (8.00%) RTP
1 4 (8.00%) SIGTRAN
1 4 (8.00%) SS7
1 4 (8.00%) SSH
1 4 (8.00%) UTRAN
2 2 (4.00%) LDAP
Database & Business Intelligence
1 15 (30.00%) Spotfire
2 11 (22.00%) BusinessObjects
2 11 (22.00%) Oracle BI EE
3 10 (20.00%) Lumira
4 7 (14.00%) Data Warehouse
5 6 (12.00%) SQL Server
5 6 (12.00%) SQL Server Analysis Services
5 6 (12.00%) SQL Server Integration Services
5 6 (12.00%) SQL Server Reporting Services
6 4 (8.00%) Microsoft Power View
6 4 (8.00%) PowerPivot
7 3 (6.00%) Big Data
7 3 (6.00%) SAP BW
8 2 (4.00%) Data Lake
8 2 (4.00%) NoSQL
8 2 (4.00%) Power BI
8 2 (4.00%) QlikView
8 2 (4.00%) Relational Database
8 2 (4.00%) SQL Server 2008
9 1 (2.00%) Oracle Database
Development Applications
1 10 (20.00%) Oracle APEX
2 5 (10.00%) Selenium
3 1 (2.00%) ERwin
3 1 (2.00%) Talend Open Studio
3 1 (2.00%) Team Foundation Server
General
1 10 (20.00%) Finance
2 9 (18.00%) Marketing
3 7 (14.00%) Pharmaceutical
4 3 (6.00%) Telecoms
5 2 (4.00%) Legal
Job Titles
1 16 (32.00%) Developer
2 15 (30.00%) Analyst
3 9 (18.00%) Business Intelligence Analyst
3 9 (18.00%) Front End Developer (Client-Side Developer)
3 9 (18.00%) Senior Developer
3 9 (18.00%) Senior Front-End Developer
4 7 (14.00%) Angular Developer
4 7 (14.00%) Architect
4 7 (14.00%) CRM Developer
4 7 (14.00%) Data Scientist
4 7 (14.00%) HTML CSS Developer
4 7 (14.00%) HTML Developer
5 4 (8.00%) Systems Architect
5 4 (8.00%) Web Analyst
6 3 (6.00%) Core Network Architect
6 3 (6.00%) Digital Analyst
6 3 (6.00%) Network Architect
6 3 (6.00%) Telecoms Architect
7 2 (4.00%) IT Analyst
7 2 (4.00%) Product Owner
Libraries, Frameworks & Software Standards
1 18 (36.00%) XML
2 10 (20.00%) CSS
2 10 (20.00%) Web Services
3 9 (18.00%) .NET
3 9 (18.00%) .NET Framework
3 9 (18.00%) AngularJS
3 9 (18.00%) ASP.NET Web API
3 9 (18.00%) CSS3
3 9 (18.00%) Entity Framework
3 9 (18.00%) HTML
3 9 (18.00%) HTML5
3 9 (18.00%) jQuery
3 9 (18.00%) JSON
3 9 (18.00%) LESS
3 9 (18.00%) LINQ
3 9 (18.00%) Razor View Engine
3 9 (18.00%) REST
3 9 (18.00%) Sass
3 9 (18.00%) WCF
3 9 (18.00%) XSLT
Miscellaneous
1 11 (22.00%) Analytical Skills
2 10 (20.00%) Mathematics
2 10 (20.00%) Statistics
3 8 (16.00%) Algorithms
4 7 (14.00%) Mobile App
5 4 (8.00%) Enterprise Software
5 4 (8.00%) Physics
5 4 (8.00%) Social Media
6 3 (6.00%) Biology
6 3 (6.00%) Computer Science
6 3 (6.00%) Data Centre
6 3 (6.00%) Visualisation
7 2 (4.00%) Data Integration
7 2 (4.00%) Data Structures
7 2 (4.00%) Management Information System
7 2 (4.00%) User Experience
7 2 (4.00%) Virtual Team
8 1 (2.00%) Chemistry
8 1 (2.00%) Taxonomies
Operating Systems
1 12 (24.00%) Unix
2 3 (6.00%) Linux
3 2 (4.00%) Red Hat Enterprise Linux
3 2 (4.00%) Windows
Processes & Methodologies
1 23 (46.00%) Business Intelligence
2 21 (42.00%) Analytics
3 19 (38.00%) Software Engineering
4 14 (28.00%) Agile Software Development
5 13 (26.00%) ETL
6 11 (22.00%) OO
7 9 (18.00%) Business Analysis
7 9 (18.00%) Data Analysis
7 9 (18.00%) Front End Development
7 9 (18.00%) MVC
8 7 (14.00%) CRM
8 7 (14.00%) Data Analytics
8 7 (14.00%) Data Management
8 7 (14.00%) Project Management
8 7 (14.00%) Web Development
9 6 (12.00%) Machine Learning
10 4 (8.00%) Customer Insight
10 4 (8.00%) Network Management
10 4 (8.00%) Statistical Modelling
10 4 (8.00%) Waterfall
Programming Languages
1 30 (60.00%) JavaScript
2 25 (50.00%) SQL
3 17 (34.00%) Python
4 16 (32.00%) C#
5 13 (26.00%) VBA
6 9 (18.00%) PL/SQL
6 9 (18.00%) VB.NET
7 8 (16.00%) R
8 4 (8.00%) Ruby
8 4 (8.00%) VB
9 3 (6.00%) Bash Shell
9 3 (6.00%) C
9 3 (6.00%) Perl
10 2 (4.00%) T-SQL
11 1 (2.00%) C++
11 1 (2.00%) Java
11 1 (2.00%) PHP
11 1 (2.00%) Shell Script
11 1 (2.00%) tcsh
Qualifications
1 14 (28.00%) Degree
2 1 (2.00%) PhD
Quality Assurance & Compliance
1 9 (18.00%) QA
2 3 (6.00%) Data Quality
3 1 (2.00%) SNOMED CT
Vendors
1 13 (26.00%) Oracle
2 7 (14.00%) Tableau
3 6 (12.00%) Microsoft
3 6 (12.00%) SAP
4 5 (10.00%) IBM
5 4 (8.00%) Cognos
5 4 (8.00%) Facebook
5 4 (8.00%) Google
5 4 (8.00%) Tealeaf
5 4 (8.00%) Twitter
6 3 (6.00%) Hyperion
7 2 (4.00%) Red Hat
8 1 (2.00%) Informatica
8 1 (2.00%) Pegasus
8 1 (2.00%) Talend
Cambridge, Cambridgeshire
Hiring People
Salary: £28k - 38k per year + Benefits
Posted: 2 days ago
Cambridgeshire
Harvey Nash plc
Salary: £40000 - £55000 per annum + tbc
Posted: 3 days ago