Period
to 22 April 2018

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 22 April 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
South East > Buckinghamshire
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 132 128 130
Rank change year-on-year -4 +2 -9
Permanent jobs citing Data Modelling 34 32 51
As % of all permanent IT jobs advertised in Buckinghamshire 1.16% 1.16% 1.43%
As % of the Processes & Methodologies category 1.32% 1.31% 1.63%
Number of salaries quoted 30 29 37
Buckinghamshire median annual salary £45,000 £45,000 £54,000
Median salary % change year-on-year - -16.67% +16.76%
10th Percentile £33,000 £40,100 £40,050
90th Percentile £66,375 £90,500 £82,500
South East median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% +4.17%

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 2,580 2,445 3,125
As % of all permanent IT jobs advertised in Buckinghamshire 87.81% 88.65% 87.88%
Number of salaries quoted 2,067 1,994 2,538
Buckinghamshire median annual salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.18% -
10th Percentile £25,500 £26,250 £26,250
90th Percentile £62,500 £65,000 £65,000
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 22 April 2018.

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 22 April 2018. 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 -9 14 £42,500 -15.00% 5
Gerrards Cross - 6 £55,000 -
Newport Pagnell - 5 £42,500 -
Buckingham - 2 £45,000 -
High Wycombe +2 1 £45,000 -18.18%
Data Modelling
South East

For the 6 months to 22 April 2018, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Buckinghamshire region with a requirement for Data Modelling.

1 22 (64.71%) SQL
2 15 (44.12%) Business Intelligence
3 12 (35.29%) Analytical Skills
4 11 (32.35%) Analytics
4 11 (32.35%) ETL
5 10 (29.41%) SAS
6 9 (26.47%) Data Warehouse
6 9 (26.47%) Data Analysis
6 9 (26.47%) Analytical Thinking
7 8 (23.53%) Degree
7 8 (23.53%) Use Case
7 8 (23.53%) Visualisation
7 8 (23.53%) SQL Server
8 7 (20.59%) Finance
8 7 (20.59%) QlikView
8 7 (20.59%) Time Management
8 7 (20.59%) Agile Software Development
8 7 (20.59%) Continuous Improvement
8 7 (20.59%) Process Improvement
9 6 (17.65%) Tableau
9 6 (17.65%) Relational Database
9 6 (17.65%) SWOT Analysis
9 6 (17.65%) Project Management
10 5 (14.71%) SAP
10 5 (14.71%) Microsoft
10 5 (14.71%) SQL Server Integration Services
10 5 (14.71%) Data Management
10 5 (14.71%) Microsoft Azure
10 5 (14.71%) Azure SQL Database
10 5 (14.71%) Data Quality

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 10 (29.41%) SAS
2 3 (8.82%) SharePoint
3 1 (2.94%) Apache
3 1 (2.94%) Smallworld
Applications
1 2 (5.88%) Microsoft Excel
2 1 (2.94%) Spreadsheet
Business Applications
1 3 (8.82%) SAP S/4HANA
Cloud Services
1 5 (14.71%) Microsoft Azure
2 3 (8.82%) Office 365
3 1 (2.94%) Amazon AWS
3 1 (2.94%) AWS Lambda
3 1 (2.94%) Serverless
Communications & Networking
1 2 (5.88%) Internet
2 1 (2.94%) Ethernet
2 1 (2.94%) LAN
2 1 (2.94%) WAN
2 1 (2.94%) WLAN
Database & Business Intelligence
1 9 (26.47%) Data Warehouse
2 8 (23.53%) SQL Server
3 7 (20.59%) QlikView
4 6 (17.65%) Relational Database
5 5 (14.71%) Azure SQL Database
5 5 (14.71%) SQL Server Integration Services
6 4 (11.76%) Power BI
7 3 (8.82%) Base SAS
7 3 (8.82%) BusinessObjects
7 3 (8.82%) SAP HANA
7 3 (8.82%) SAS Enterprise Guide
7 3 (8.82%) SQL Server 2008
7 3 (8.82%) SQL Server 2016
7 3 (8.82%) SQL Server Analysis Services
7 3 (8.82%) SQL Server Reporting Services
8 2 (5.88%) OLAP
8 2 (5.88%) OLTP
8 2 (5.88%) Pentaho
8 2 (5.88%) RDBMS
8 2 (5.88%) Star Schema
Development Applications
1 3 (8.82%) JIRA
2 2 (5.88%) Bitbucket
2 2 (5.88%) Mercurial
2 2 (5.88%) Visual Studio
3 1 (2.94%) Git (software)
3 1 (2.94%) Redmine
General
1 7 (20.59%) Finance
2 2 (5.88%) Dutch Language
2 2 (5.88%) French Language
2 2 (5.88%) German Language
2 2 (5.88%) Italian Language
2 2 (5.88%) Publishing
3 1 (2.94%) Billing
3 1 (2.94%) Marketing
3 1 (2.94%) Telecoms
Job Titles
1 18 (52.94%) Analyst
2 10 (29.41%) Developer
3 8 (23.53%) Business Analyst
4 5 (14.71%) Business Intelligence Developer
4 5 (14.71%) Data Analyst
4 5 (14.71%) Senior Developer
5 4 (11.76%) SQL Developer
6 3 (8.82%) Business Intelligence Analyst
6 3 (8.82%) Business Intelligence Data Analyst
6 3 (8.82%) Consultant
6 3 (8.82%) Coordinator
6 3 (8.82%) Data Coordinator
6 3 (8.82%) Data Modeller
6 3 (8.82%) Risk Analyst
6 3 (8.82%) Senior Analyst
6 3 (8.82%) Senior Business Intelligence Developer
6 3 (8.82%) Senior Risk Analyst
6 3 (8.82%) Senior SQL Developer
7 2 (5.88%) Analytics Developer
7 2 (5.88%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 2 (5.88%) Web Services
2 1 (2.94%) .NET
Miscellaneous
1 12 (35.29%) Analytical Skills
2 3 (8.82%) Self-Motivation
3 2 (5.88%) NHS
4 1 (2.94%) Computer Science
4 1 (2.94%) Enterprise Software
4 1 (2.94%) EPoS
4 1 (2.94%) Greenfield Project
4 1 (2.94%) Management Information System
4 1 (2.94%) Minimum Viable Product
4 1 (2.94%) Mobile App
4 1 (2.94%) User Experience
Operating Systems
1 1 (2.94%) FreeBSD
1 1 (2.94%) Linux
1 1 (2.94%) Unix
Processes & Methodologies
1 15 (44.12%) Business Intelligence
2 11 (32.35%) Analytics
2 11 (32.35%) ETL
3 9 (26.47%) Analytical Thinking
3 9 (26.47%) Data Analysis
4 8 (23.53%) Use Case
4 8 (23.53%) Visualisation
5 7 (20.59%) Agile Software Development
5 7 (20.59%) Continuous Improvement
5 7 (20.59%) Process Improvement
5 7 (20.59%) Time Management
6 6 (17.65%) Project Management
6 6 (17.65%) SWOT Analysis
7 5 (14.71%) Data Management
8 4 (11.76%) Migration
8 4 (11.76%) Performance Tuning
9 3 (8.82%) Commercial Awareness
9 3 (8.82%) Kimball Methodology
9 3 (8.82%) SDLC
9 3 (8.82%) Statistical Modelling
Programming Languages
1 22 (64.71%) SQL
2 2 (5.88%) JavaScript
2 2 (5.88%) T-SQL
3 1 (2.94%) Java
3 1 (2.94%) Magik
3 1 (2.94%) PHP
3 1 (2.94%) PL/SQL
3 1 (2.94%) Python
3 1 (2.94%) VBA
Qualifications
1 8 (23.53%) Degree
2 2 (5.88%) MCDBA
2 2 (5.88%) MCSE
2 2 (5.88%) Microsoft Certification
3 1 (2.94%) BPSS Clearance
3 1 (2.94%) Computer Science Degree
3 1 (2.94%) ISEB
3 1 (2.94%) Security Cleared
Quality Assurance & Compliance
1 5 (14.71%) Data Quality
2 1 (2.94%) Disclosure Scotland
Vendors
1 6 (17.65%) Tableau
2 5 (14.71%) Microsoft
2 5 (14.71%) SAP
3 2 (5.88%) Capita
3 2 (5.88%) RedGate
4 1 (2.94%) Logi
4 1 (2.94%) Logi Analytics
4 1 (2.94%) Oracle
4 1 (2.94%) Salesforce.com
4 1 (2.94%) Xero