The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South East / Buckinghamshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 89 94 89
Rank change year-on-year +5 -5  
Permanent jobs citing Data Modelling 25 25 61
As % of all permanent IT jobs advertised in Buckinghamshire 1.67% 1.69% 2.57%
As % of the Processes & Methodologies category 1.90% 1.98% 3.04%
Number of salaries quoted 20 10 57
Median salary £48,750 £47,500 £55,000
Median salary % change year-on-year +2.63% -13.63%  
90% offered a salary of more than £46,750 £38,700 £35,500
10% offered a salary of more than £87,000 £56,250 £62,500
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 Buckinghamshire with a requirement for process and methodology skills.

Process & Methodology Skills
Buckinghamshire
Permanent job vacancies with a requirement for process and methodology skills 1319 1263 2007
As % of all permanent IT job vacancies advertised in Buckinghamshire 88.29% 85.63% 84.61%
Number of salaries quoted 1040 1056 1578
Median salary £47,000 £44,500 £44,000
Median salary % change year-on-year +5.61% +1.13%  
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £67,500 £62,500 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Buckinghamshire

The job posting trend of jobs advertised in Buckinghamshire 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 Buckinghamshire

Data Modelling
Salary Trend in Buckinghamshire

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

Salary trend for Data Modelling in Buckinghamshire

Data Modelling
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Data Modelling in Buckinghamshire over the 3 months to 27 June 2017.

Salary histogram for Data Modelling in Buckinghamshire

Data Modelling
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Buckinghamshire region over the 3 months to 27 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
Milton Keynes -10 19 £74,000 +55.78% 4
Aylesbury - 1 £47,500 -
High Wycombe - 1 £47,500 - 1
Data Modelling
South East

For the 6 months to 27 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 Buckinghamshire region with a requirement for Data Modelling.

1 20 (47.62%) Analytics
2 17 (40.48%) Data Quality
3 16 (38.10%) Data Warehouse
4 13 (30.95%) ETL
4 13 (30.95%) Hadoop
5 12 (28.57%) Big Data
5 12 (28.57%) SQL
6 11 (26.19%) OLAP
6 11 (26.19%) Data Architecture
6 11 (26.19%) Relational Database
6 11 (26.19%) SDLC
7 10 (23.81%) Business Intelligence
7 10 (23.81%) B2C
8 9 (21.43%) B2B
9 8 (19.05%) SQL Server
9 8 (19.05%) Data Management
9 8 (19.05%) Apache Hive
10 7 (16.67%) Continuous Improvement
10 7 (16.67%) Data Structures
10 7 (16.67%) Master Data Management
10 7 (16.67%) Finance
10 7 (16.67%) Stakeholder Management
10 7 (16.67%) Data Mining
10 7 (16.67%) E-Commerce
11 6 (14.29%) ITIL
11 6 (14.29%) Java
11 6 (14.29%) Degree
11 6 (14.29%) NoSQL
12 5 (11.90%) Data Governance
12 5 (11.90%) Open Source

Data Modelling
Co-occurring IT Skills in Buckinghamshire 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 2 (4.76%) Apache
1 2 (4.76%) JBoss
1 2 (4.76%) Oracle Workflow
1 2 (4.76%) WildFly
2 1 (2.38%) Apache Spark
2 1 (2.38%) NetWeaver
2 1 (2.38%) Oracle SOA Suite
Applications
1 2 (4.76%) Microsoft Excel
1 2 (4.76%) Microsoft Office
2 1 (2.38%) Microsoft PowerPoint
Business Applications
1 1 (2.38%) Oracle EBS
Cloud Services
1 1 (2.38%) SaaS
Database & Business Intelligence
1 16 (38.10%) Data Warehouse
2 13 (30.95%) Hadoop
3 12 (28.57%) Big Data
4 11 (26.19%) OLAP
4 11 (26.19%) Relational Database
5 8 (19.05%) Apache Hive
5 8 (19.05%) SQL Server
6 7 (16.67%) Data Mining
7 6 (14.29%) NoSQL
8 5 (11.90%) Power BI
8 5 (11.90%) SQL Server Reporting Services
9 4 (9.52%) SQL Server 2016
9 4 (9.52%) SQL Server Analysis Services
9 4 (9.52%) SQL Server Integration Services
10 3 (7.14%) BusinessObjects
10 3 (7.14%) Data Lake
11 2 (4.76%) MS Access
11 2 (4.76%) PostgreSQL
11 2 (4.76%) Qlik Sense
11 2 (4.76%) QlikView
Development Applications
1 2 (4.76%) Liquibase
1 2 (4.76%) Team Foundation Server
2 1 (2.38%) Eclipse
2 1 (2.38%) NWDS
2 1 (2.38%) Subversion
2 1 (2.38%) Visual Studio
General
1 7 (16.67%) Finance
2 5 (11.90%) Marketing
3 2 (4.76%) Banking
3 2 (4.76%) Law
3 2 (4.76%) Retail
4 1 (2.38%) Automotive
4 1 (2.38%) German Language
Job Titles
1 13 (30.95%) Architect
2 11 (26.19%) Data Architect
3 10 (23.81%) Developer
4 8 (19.05%) Analyst
5 7 (16.67%) Lead Architect
5 7 (16.67%) Lead Data Architect
6 6 (14.29%) Consultant
7 5 (11.90%) Business Analyst
8 4 (9.52%) Data Warehouse Developer
8 4 (9.52%) Insight Consultant
8 4 (9.52%) Strategy Consultant
9 2 (4.76%) Business Development Analyst
9 2 (4.76%) Development Analyst
9 2 (4.76%) Development Consultant
9 2 (4.76%) Hadoop Architect
9 2 (4.76%) IT Analyst
9 2 (4.76%) QlikView Developer
9 2 (4.76%) Software Development Analyst
9 2 (4.76%) Software Development Business Analyst
9 2 (4.76%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 5 (11.90%) .NET
2 4 (9.52%) HTML
3 3 (7.14%) jQuery
3 3 (7.14%) Web Services
4 2 (4.76%) CSS
4 2 (4.76%) HTML5
4 2 (4.76%) JAXB
4 2 (4.76%) JSP
4 2 (4.76%) JSTL
4 2 (4.76%) POJO
4 2 (4.76%) XML
5 1 (2.38%) AngularJS
5 1 (2.38%) ASP.NET MVC
5 1 (2.38%) ASP.NET MVC 4
5 1 (2.38%) ASP.NET MVC 5
5 1 (2.38%) ASP.NET Web API
5 1 (2.38%) Entity Framework
5 1 (2.38%) Kafka
5 1 (2.38%) RESTful
5 1 (2.38%) SAP PI
Miscellaneous
1 7 (16.67%) Data Structures
2 5 (11.90%) Analytical Skills
2 5 (11.90%) Greenfield Project
3 3 (7.14%) Computer Science
3 3 (7.14%) Management Information System
4 1 (2.38%) Driving Licence
4 1 (2.38%) Linux Command Line
Operating Systems
1 1 (2.38%) Linux
1 1 (2.38%) Unix
Processes & Methodologies
1 20 (47.62%) Analytics
2 13 (30.95%) ETL
3 11 (26.19%) Data Architecture
3 11 (26.19%) SDLC
4 10 (23.81%) B2C
4 10 (23.81%) Business Intelligence
5 9 (21.43%) B2B
6 8 (19.05%) Data Management
7 7 (16.67%) Continuous Improvement
7 7 (16.67%) E-Commerce
7 7 (16.67%) Master Data Management
7 7 (16.67%) Stakeholder Management
8 6 (14.29%) ITIL
9 5 (11.90%) Agile Software Development
9 5 (11.90%) Business Analysis
9 5 (11.90%) Data Governance
9 5 (11.90%) Marketing Analytics
9 5 (11.90%) Metadata Management
9 5 (11.90%) Open Source
9 5 (11.90%) Statistical Analysis
Programming Languages
1 12 (28.57%) SQL
2 6 (14.29%) Java
3 5 (11.90%) T-SQL
4 4 (9.52%) PowerShell
5 2 (4.76%) VB
6 1 (2.38%) ABAP
6 1 (2.38%) C#
6 1 (2.38%) JavaScript
6 1 (2.38%) PL/SQL
6 1 (2.38%) Python
Qualifications
1 6 (14.29%) Degree
2 2 (4.76%) CCIE
2 2 (4.76%) CCNP
2 2 (4.76%) Cisco Certification
2 2 (4.76%) SC Cleared
2 2 (4.76%) Security Cleared
3 1 (2.38%) ITIL Certification
Quality Assurance & Compliance
1 17 (40.48%) Data Quality
2 2 (4.76%) ISO/IEC 27001
Systems Management
1 1 (2.38%) Oozie
Vendors
1 3 (7.14%) Microsoft
1 3 (7.14%) Oracle
1 3 (7.14%) SAP
2 1 (2.38%) Cloudera
2 1 (2.38%) Genesys
2 1 (2.38%) Intel
High Wycombe, Buckinghamshire
GM Financial
Posted: 4 hours ago
Beaconsfield, Buckinghamshire
Davanti Solutions
Salary: From £50,000 to £55,000 per annum
Posted: 1 hour ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £30,330 to £39,852 per annum
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £32,893 to £44,289 per annum
Posted: 4 days ago
Milton Keynes
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £50000.00 per annum
Posted: 25 days ago