Period
to 17 November 2017

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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South East > Buckinghamshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 128 152 116
Rank change year-on-year +24 -36 +10
Permanent jobs citing Data Modelling 42 33 96
As % of all permanent IT jobs advertised in Buckinghamshire 1.45% 1.06% 2.15%
As % of the Processes & Methodologies category 1.70% 1.24% 2.53%
Number of salaries quoted 37 40 89
Buckinghamshire median annual salary £47,500 £40,000 £52,500
Median salary % change year-on-year +18.75% -23.81% +16.67%
10th Percentile £35,445 £37,500 £37,625
90th Percentile £69,350 £55,500 £72,750
South East median annual salary £52,500 £50,000 £53,000
% change year-on-year +5.00% -5.66% +6.00%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Buckinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Buckinghamshire
Permanent vacancies with a requirement for process or methodology skills 2475 2668 3787
As % of all permanent IT jobs advertised in Buckinghamshire 85.55% 85.51% 84.63%
Number of salaries quoted 1968 2242 3031
Buckinghamshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £63,750 £62,500
South East median annual salary £45,000 £45,000 £45,000

Data Modelling
Job Vacancy Trend in Buckinghamshire

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Buckinghamshire.

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 6 months to 17 November 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 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Milton Keynes +5 27 £47,500 +18.75%
Aylesbury - 5 £47,500 -
Newport Pagnell - 4 £42,500 -
High Wycombe +23 2 £46,250 -15.91%
Data Modelling
South East

For the 6 months to 17 November 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 21 (50.00%) Analytics
2 16 (38.10%) SQL
3 13 (30.95%) Finance
3 13 (30.95%) Agile Software Development
4 12 (28.57%) Business Intelligence
4 12 (28.57%) Data Quality
4 12 (28.57%) Big Data
5 11 (26.19%) Data Warehouse
6 10 (23.81%) ETL
6 10 (23.81%) Data Management
6 10 (23.81%) Hadoop
6 10 (23.81%) Analytical Skills
7 9 (21.43%) Relational Database
7 9 (21.43%) Degree
7 9 (21.43%) Retail
8 8 (19.05%) Marketing
8 8 (19.05%) Marketing Analytics
8 8 (19.05%) Data Governance
8 8 (19.05%) SDLC
9 7 (16.67%) Data Analysis
9 7 (16.67%) Use Case
9 7 (16.67%) B2B
9 7 (16.67%) B2C
9 7 (16.67%) Oracle
9 7 (16.67%) SQL Server
10 6 (14.29%) Microsoft
10 6 (14.29%) QlikView
10 6 (14.29%) Data Architecture
10 6 (14.29%) Mentoring
10 6 (14.29%) Coaching

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 5 (11.90%) Confluence
1 5 (11.90%) SAS
2 2 (4.76%) JBoss
2 2 (4.76%) Oracle Workflow
2 2 (4.76%) WildFly
3 1 (2.38%) Apache Spark
3 1 (2.38%) IBM Domino
Applications
1 4 (9.52%) Microsoft Excel
2 2 (4.76%) Microsoft Office
3 1 (2.38%) Microsoft PowerPoint
Cloud Services
1 5 (11.90%) GitHub
2 1 (2.38%) Amazon AWS
2 1 (2.38%) Microsoft Azure
Database & Business Intelligence
1 12 (28.57%) Big Data
2 11 (26.19%) Data Warehouse
3 10 (23.81%) Hadoop
4 9 (21.43%) Relational Database
5 7 (16.67%) SQL Server
6 6 (14.29%) QlikView
7 5 (11.90%) DataStage
7 5 (11.90%) Power BI
8 4 (9.52%) Apache Hive
8 4 (9.52%) BusinessObjects
8 4 (9.52%) Data Mining
8 4 (9.52%) Impala
8 4 (9.52%) OLAP
9 3 (7.14%) Base SAS
9 3 (7.14%) Data Lake
9 3 (7.14%) SAS Enterprise Guide
9 3 (7.14%) SQL Server 2008
10 2 (4.76%) IBM InfoSphere
10 2 (4.76%) Qlik Sense
10 2 (4.76%) SQL Server 2016
Development Applications
1 5 (11.90%) Bitbucket
1 5 (11.90%) JIRA
2 3 (7.14%) Team Foundation Server
3 2 (4.76%) Liquibase
4 1 (2.38%) Subversion
4 1 (2.38%) Visual Studio
General
1 13 (30.95%) Finance
2 9 (21.43%) Retail
3 8 (19.05%) Marketing
4 3 (7.14%) Banking
5 2 (4.76%) Law
6 1 (2.38%) Publishing
Job Titles
1 12 (28.57%) Analyst
2 11 (26.19%) Consultant
3 9 (21.43%) Developer
4 5 (11.90%) Business Analyst
4 5 (11.90%) Business Manager
4 5 (11.90%) Insight Manager
5 4 (9.52%) Report Developer
6 3 (7.14%) Data Analyst
6 3 (7.14%) Insight Consultant
6 3 (7.14%) Risk Analyst
6 3 (7.14%) Senior Analyst
6 3 (7.14%) Senior Risk Analyst
6 3 (7.14%) Strategy Consultant
7 2 (4.76%) Big Data Manager
7 2 (4.76%) Business Development Analyst
7 2 (4.76%) Data Warehouse Consultant
7 2 (4.76%) Development Analyst
7 2 (4.76%) Development Consultant
7 2 (4.76%) Software Development Analyst
7 2 (4.76%) Software Development Business Analyst
Libraries, Frameworks & Software Standards
1 5 (11.90%) Web Services
2 3 (7.14%) jQuery
2 3 (7.14%) XML
3 2 (4.76%) .NET
3 2 (4.76%) CSS
3 2 (4.76%) HTML
3 2 (4.76%) HTML5
3 2 (4.76%) JAXB
3 2 (4.76%) JSON
3 2 (4.76%) JSP
3 2 (4.76%) JSTL
3 2 (4.76%) Oracle GoldenGate
3 2 (4.76%) POJO
4 1 (2.38%) AngularJS
4 1 (2.38%) ASP.NET MVC
4 1 (2.38%) ASP.NET MVC 4
4 1 (2.38%) ASP.NET MVC 5
4 1 (2.38%) Entity Framework
4 1 (2.38%) Kafka
4 1 (2.38%) RESTful
Miscellaneous
1 10 (23.81%) Analytical Skills
2 4 (9.52%) Greenfield Project
3 2 (4.76%) Linux Command Line
4 1 (2.38%) Computer Science
4 1 (2.38%) EPoS
4 1 (2.38%) Hybrid Cloud
4 1 (2.38%) Management Information System
4 1 (2.38%) Minimum Viable Product
4 1 (2.38%) Mobile App
4 1 (2.38%) User Experience
Operating Systems
1 3 (7.14%) Unix
2 2 (4.76%) Linux
Processes & Methodologies
1 21 (50.00%) Analytics
2 13 (30.95%) Agile Software Development
3 12 (28.57%) Business Intelligence
4 10 (23.81%) Data Management
4 10 (23.81%) ETL
5 8 (19.05%) Data Governance
5 8 (19.05%) Marketing Analytics
5 8 (19.05%) SDLC
6 7 (16.67%) B2B
6 7 (16.67%) B2C
6 7 (16.67%) Data Analysis
6 7 (16.67%) Use Case
7 6 (14.29%) Coaching
7 6 (14.29%) Data Architecture
7 6 (14.29%) Mentoring
8 5 (11.90%) Continuous Improvement
8 5 (11.90%) E-Commerce
8 5 (11.90%) Master Data Management
8 5 (11.90%) Metadata Management
8 5 (11.90%) Presales
Programming Languages
1 16 (38.10%) SQL
2 4 (9.52%) Java
3 3 (7.14%) Python
4 2 (4.76%) JavaScript
4 2 (4.76%) T-SQL
5 1 (2.38%) C#
5 1 (2.38%) Perl
5 1 (2.38%) PL/SQL
5 1 (2.38%) VB
5 1 (2.38%) VB.NET
5 1 (2.38%) VBA
Qualifications
1 9 (21.43%) 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
Quality Assurance & Compliance
1 12 (28.57%) Data Quality
System Software
1 1 (2.38%) HDFS
Systems Management
1 1 (2.38%) Oozie
1 1 (2.38%) Systems Management Server (SMS)
Vendors
1 7 (16.67%) Oracle
2 6 (14.29%) Microsoft
3 5 (11.90%) IBM
3 5 (11.90%) Intel
3 5 (11.90%) Teradata
4 3 (7.14%) SAP
4 3 (7.14%) Tableau
5 2 (4.76%) Capita
5 2 (4.76%) Cloudera
5 2 (4.76%) Genesys
6 1 (2.38%) Logi
6 1 (2.38%) Logi Analytics