Period
to 15 October 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 15 October 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
South East > Buckinghamshire
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 121 134 138
Rank change year-on-year +13 +4 -31
Permanent jobs citing Data Modelling 29 40 37
As % of all permanent IT jobs advertised in Buckinghamshire 1.15% 1.43% 1.21%
As % of the Processes & Methodologies category 1.29% 1.59% 1.37%
Number of salaries quoted 28 33 40
Buckinghamshire median annual salary £53,750 £47,500 £40,000
Median salary % change year-on-year +13.16% +18.75% -21.95%
10th Percentile £41,250 £35,742 £37,500
90th Percentile £76,250 £74,000 £54,375
South East median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -4.76%

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 2,245 2,522 2,707
As % of all permanent IT jobs advertised in Buckinghamshire 89.12% 90.17% 88.18%
Number of salaries quoted 1,860 2,017 2,264
Buckinghamshire median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% -
10th Percentile £26,250 £25,750 £27,500
90th Percentile £65,000 £65,000 £62,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 15 October 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 15 October 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 +6 18 £55,000 -8.33% 4
Newport Pagnell - 5 £42,500 -
High Wycombe -15 1 £48,500 +2.11% 1
Data Modelling
South East

For the 6 months to 15 October 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 15 (51.72%) Agile Software Development
2 14 (48.28%) Business Intelligence
3 13 (44.83%) ETL
4 11 (37.93%) Data Warehouse
5 10 (34.48%) SQL
6 8 (27.59%) SQL Server Reporting Services
6 8 (27.59%) Zachman Framework
6 8 (27.59%) TOGAF
6 8 (27.59%) SQL Server Integration Services
6 8 (27.59%) Big Data
6 8 (27.59%) ArchiMate
6 8 (27.59%) SDLC
7 7 (24.14%) Data Architecture
7 7 (24.14%) Disaster Recovery
7 7 (24.14%) SQL Server
7 7 (24.14%) ERwin
8 6 (20.69%) Microsoft
8 6 (20.69%) SAP
8 6 (20.69%) Change Management
8 6 (20.69%) DoDAF
8 6 (20.69%) High Availability
9 5 (17.24%) Talend
9 5 (17.24%) Kafka
9 5 (17.24%) Apache Spark
9 5 (17.24%) RStudio
9 5 (17.24%) Performance Optimisation
9 5 (17.24%) Greenfield Project
9 5 (17.24%) Requirements Analysis
9 5 (17.24%) Pentaho
9 5 (17.24%) Hadoop

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 (17.24%) Apache Spark
2 3 (10.34%) SharePoint
3 1 (3.45%) Apache
3 1 (3.45%) Smallworld
Cloud Services
1 4 (13.79%) Microsoft Azure
2 3 (10.34%) Office 365
3 1 (3.45%) Amazon AWS
3 1 (3.45%) AWS Lambda
3 1 (3.45%) Serverless
Communications & Networking
1 1 (3.45%) Ethernet
1 1 (3.45%) Internet
Database & Business Intelligence
1 11 (37.93%) Data Warehouse
2 8 (27.59%) Big Data
2 8 (27.59%) SQL Server Integration Services
2 8 (27.59%) SQL Server Reporting Services
3 7 (24.14%) SQL Server
4 5 (17.24%) BusinessObjects
4 5 (17.24%) Hadoop
4 5 (17.24%) NoSQL
4 5 (17.24%) Pentaho
4 5 (17.24%) PowerCenter
5 3 (10.34%) Azure SQL Database
5 3 (10.34%) Power BI
5 3 (10.34%) SQL Server Analysis Services
6 1 (3.45%) Apache Hive
6 1 (3.45%) Data Lake
6 1 (3.45%) GIS
6 1 (3.45%) QGIS
6 1 (3.45%) RDBMS
6 1 (3.45%) Relational Database
Development Applications
1 7 (24.14%) ERwin
2 5 (17.24%) PowerDesigner
2 5 (17.24%) RStudio
3 1 (3.45%) Git (software)
3 1 (3.45%) JIRA
General
1 4 (13.79%) Finance
1 4 (13.79%) Retail
2 1 (3.45%) Billing
2 1 (3.45%) Telecoms
Job Titles
1 10 (34.48%) Analyst
2 7 (24.14%) Data Modeller
3 6 (20.69%) DBA
3 6 (20.69%) SQL DBA
4 5 (17.24%) Architect
4 5 (17.24%) SQL Server DBA
5 4 (13.79%) Business Analyst
5 4 (13.79%) Data Analyst
5 4 (13.79%) Data Architect
5 4 (13.79%) Senior Analyst
5 4 (13.79%) Senior Business Analyst
6 3 (10.34%) Business Intelligence Analyst
6 3 (10.34%) Business Intelligence Data Analyst
7 2 (6.90%) Applications Support
7 2 (6.90%) Consultant
7 2 (6.90%) Technical Consultant
8 1 (3.45%) Business Systems Analyst
8 1 (3.45%) Development Manager
8 1 (3.45%) Information Architect
8 1 (3.45%) Systems Analyst
Libraries, Frameworks & Software Standards
1 5 (17.24%) Kafka
2 1 (3.45%) HTML
Miscellaneous
1 5 (17.24%) Greenfield Project
1 5 (17.24%) Replication
2 4 (13.79%) User Experience
3 2 (6.90%) Data Structures
4 1 (3.45%) Computer Science
4 1 (3.45%) Enterprise Software
Operating Systems
1 1 (3.45%) FreeBSD
1 1 (3.45%) Linux
1 1 (3.45%) Unix
1 1 (3.45%) Windows
1 1 (3.45%) Windows Server
Processes & Methodologies
1 15 (51.72%) Agile Software Development
2 14 (48.28%) Business Intelligence
3 13 (44.83%) ETL
4 8 (27.59%) ArchiMate
4 8 (27.59%) SDLC
4 8 (27.59%) TOGAF
4 8 (27.59%) Zachman Framework
5 7 (24.14%) Data Architecture
5 7 (24.14%) Disaster Recovery
6 6 (20.69%) Change Management
6 6 (20.69%) DoDAF
6 6 (20.69%) High Availability
7 5 (17.24%) Data Security
7 5 (17.24%) Performance Optimisation
7 5 (17.24%) Requirements Analysis
8 4 (13.79%) Acceptance Criteria
8 4 (13.79%) Commercial Awareness
8 4 (13.79%) Dimensional Modelling
8 4 (13.79%) UML
8 4 (13.79%) User Acceptance Testing
Programming Languages
1 10 (34.48%) SQL
2 5 (17.24%) T-SQL
3 1 (3.45%) JavaScript
3 1 (3.45%) Magik
3 1 (3.45%) PHP
3 1 (3.45%) Python
Qualifications
1 1 (3.45%) Computer Science Degree
1 1 (3.45%) Degree
1 1 (3.45%) PMI Certification
1 1 (3.45%) PMP
Quality Assurance & Compliance
1 5 (17.24%) SLA
2 1 (3.45%) COBIT
2 1 (3.45%) Data Quality
System Software
1 1 (3.45%) Active Directory
Vendors
1 6 (20.69%) Microsoft
1 6 (20.69%) SAP
2 5 (17.24%) Ab Initio
2 5 (17.24%) MicroStrategy
2 5 (17.24%) Talend
3 2 (6.90%) Informatica
4 1 (3.45%) Netezza
4 1 (3.45%) Salesforce.com
4 1 (3.45%) Xero