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 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
East of England / Cambridgeshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 128 97 115
Rank change year-on-year -31 +18  
Permanent jobs citing Data Modelling 10 32 19
As % of all permanent IT jobs advertised in Cambridgeshire 0.53% 1.72% 0.87%
As % of the Processes & Methodologies category 0.60% 1.93% 1.02%
Number of salaries quoted 8 16 15
Median salary £41,000 £60,000 £35,500
Median salary % change year-on-year -31.66% +69.01%  
90% offered a salary of more than £36,950 £36,660 £32,500
10% offered a salary of more than £59,000 £67,500 £56,500
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

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 1667 1656 1860
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.29% 88.79% 85.01%
Number of salaries quoted 1269 1364 1556
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% -  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 24 June 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 24 June 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 -22 8 £41,000 -13.68% 2
Data Modelling
East of England

For the 6 months to 24 June 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 12 (48.00%) Business Analysis
2 11 (44.00%) Data Management
2 11 (44.00%) Relational Database
3 9 (36.00%) ETL
3 9 (36.00%) Business Intelligence
3 9 (36.00%) BusinessObjects
4 8 (32.00%) Oracle
4 8 (32.00%) SQL
4 8 (32.00%) Data Warehouse
4 8 (32.00%) Legal
4 8 (32.00%) Use Case
4 8 (32.00%) User Experience
4 8 (32.00%) Change Control
4 8 (32.00%) Business Process Modelling
5 7 (28.00%) Data Architecture
5 7 (28.00%) Analytical Skills
5 7 (28.00%) Dimensional Modelling
5 7 (28.00%) SQL Server
5 7 (28.00%) SAP
6 6 (24.00%) SAP R/3
6 6 (24.00%) SAP BW
6 6 (24.00%) Software Engineering
6 6 (24.00%) Workflow
6 6 (24.00%) Agile Software Development
6 6 (24.00%) Data Integration
6 6 (24.00%) Post-Production
7 5 (20.00%) Salesforce.com
7 5 (20.00%) Microsoft
8 4 (16.00%) Benchmarking
8 4 (16.00%) .NET

Data Modelling
Co-occurring 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 3 (12.00%) Apache Spark
2 1 (4.00%) Apache Pig
Applications
1 2 (8.00%) Microsoft Excel
Business Applications
1 6 (24.00%) SAP R/3
Cloud Services
1 4 (16.00%) Microsoft Azure
1 4 (16.00%) PaaS
2 1 (4.00%) Amazon AWS
Database & Business Intelligence
1 11 (44.00%) Relational Database
2 9 (36.00%) BusinessObjects
3 8 (32.00%) Data Warehouse
4 7 (28.00%) SQL Server
5 6 (24.00%) SAP BW
6 4 (16.00%) Data Mining
7 2 (8.00%) Lumira
7 2 (8.00%) Oracle BI EE
7 2 (8.00%) Spotfire
8 1 (4.00%) Apache Cassandra
8 1 (4.00%) Apache Hive
8 1 (4.00%) Big Data
8 1 (4.00%) Data Lake
8 1 (4.00%) Flink
8 1 (4.00%) Hadoop
8 1 (4.00%) HBase
8 1 (4.00%) NoSQL
8 1 (4.00%) SQL Server Integration Services
Development Applications
1 2 (8.00%) Oracle APEX
General
1 8 (32.00%) Legal
2 2 (8.00%) Pharmaceutical
3 1 (4.00%) Finance
3 1 (4.00%) Publishing
Job Titles
1 15 (60.00%) Analyst
2 8 (32.00%) Business Analyst
3 7 (28.00%) Business IT Analyst
3 7 (28.00%) IT Analyst
3 7 (28.00%) IT Business Analyst
4 6 (24.00%) Business Intelligence Analyst
5 5 (20.00%) Developer
6 4 (16.00%) .NET Developer
7 2 (8.00%) Azure Developer
7 2 (8.00%) Data Scientist
7 2 (8.00%) Senior Analyst
7 2 (8.00%) Senior Business Analyst
7 2 (8.00%) Senior IT Business Analyst
8 1 (4.00%) Architect
8 1 (4.00%) Big Data Developer
8 1 (4.00%) Data Analyst
8 1 (4.00%) Data Architect
8 1 (4.00%) Data Manager
8 1 (4.00%) Master Data Manager
Libraries, Frameworks & Software Standards
1 4 (16.00%) .NET
1 4 (16.00%) Apache Cordova
1 4 (16.00%) JSON
1 4 (16.00%) JSON Schema
2 2 (8.00%) XML
3 1 (4.00%) Kafka
3 1 (4.00%) Web Services
Miscellaneous
1 8 (32.00%) User Experience
2 7 (28.00%) Analytical Skills
3 4 (16.00%) Computer Science
3 4 (16.00%) Virtual Team
4 2 (8.00%) Data Structures
5 1 (4.00%) Greenfield Project
Operating Systems
1 2 (8.00%) Unix
Processes & Methodologies
1 12 (48.00%) Business Analysis
2 11 (44.00%) Data Management
3 9 (36.00%) Business Intelligence
3 9 (36.00%) ETL
4 8 (32.00%) Business Process Modelling
4 8 (32.00%) Change Control
4 8 (32.00%) Use Case
5 7 (28.00%) Data Architecture
5 7 (28.00%) Dimensional Modelling
6 6 (24.00%) Agile Software Development
6 6 (24.00%) Data Integration
6 6 (24.00%) Post-Production
6 6 (24.00%) Software Engineering
6 6 (24.00%) Workflow
7 4 (16.00%) B2B
7 4 (16.00%) B2C
7 4 (16.00%) Benchmarking
7 4 (16.00%) Identity Management
7 4 (16.00%) Scrum
7 4 (16.00%) SOA
Programming Languages
1 8 (32.00%) SQL
2 4 (16.00%) C#
2 4 (16.00%) PowerShell
3 2 (8.00%) JavaScript
3 2 (8.00%) PL/SQL
3 2 (8.00%) Python
3 2 (8.00%) R
3 2 (8.00%) VBA
4 1 (4.00%) Java
4 1 (4.00%) Scala
Qualifications
1 4 (16.00%) Computer Science Degree
1 4 (16.00%) Degree
Quality Assurance & Compliance
1 2 (8.00%) Data Quality
System Software
1 4 (16.00%) Docker
2 1 (4.00%) HDFS
Systems Management
1 1 (4.00%) Oozie
Vendors
1 8 (32.00%) Oracle
2 7 (28.00%) SAP
3 5 (20.00%) Microsoft
3 5 (20.00%) Salesforce.com
4 4 (16.00%) Xamarin
Cambridge, Cambridgeshire
Candidate Source
Salary: £55,000 - £65,000 per annum + Bonus (10-15%) + Benefits
Posted: 6 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £38989 - £49602 per annum + excellent benefits
Posted: 26 days ago