Period
to 19 January 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 19 January 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
South East > Buckinghamshire
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 141 143 118
Rank change year-on-year +2 -25 -5
Permanent jobs citing Data Modelling 25 31 80
As % of all permanent IT jobs advertised in Buckinghamshire 0.89% 1.07% 1.98%
As % of the Processes & Methodologies category 1.07% 1.24% 2.33%
Number of salaries quoted 22 43 73
Buckinghamshire median annual salary £43,750 £40,000 £52,500
Median salary % change year-on-year +9.38% -23.81% +16.67%
10th Percentile £34,125 £37,500 £41,250
90th Percentile £60,000 £59,000 £74,750
South East median annual salary £52,500 £52,500 £52,500

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 2,337 2,504 3,434
As % of all permanent IT jobs advertised in Buckinghamshire 83.58% 86.32% 84.96%
Number of salaries quoted 1,808 2,112 2,771
Buckinghamshire median annual salary £45,000 £43,500 £42,500
Median salary % change year-on-year +3.45% +2.35% -
10th Percentile £26,750 £27,500 £26,250
90th Percentile £63,750 £65,000 £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 19 January 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 19 January 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 -13 14 £47,500 +18.75% 4
Newport Pagnell - 5 £42,500 -
Aylesbury - 2 £47,500 -
High Wycombe +4 1 £45,000 -18.18%
Data Modelling
South East

For the 6 months to 19 January 2018, 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 12 (48.00%) SQL
1 12 (48.00%) Analytics
2 10 (40.00%) Business Intelligence
3 9 (36.00%) ETL
4 8 (32.00%) Data Warehouse
4 8 (32.00%) Big Data
5 7 (28.00%) Data Quality
5 7 (28.00%) SAS
5 7 (28.00%) Finance
5 7 (28.00%) QlikView
6 5 (20.00%) IBM
6 5 (20.00%) DataStage
6 5 (20.00%) Oracle
6 5 (20.00%) SQL Server
6 5 (20.00%) JIRA
6 5 (20.00%) Data Analysis
6 5 (20.00%) Teradata
6 5 (20.00%) Agile Software Development
6 5 (20.00%) GitHub
6 5 (20.00%) Bitbucket
6 5 (20.00%) Confluence
6 5 (20.00%) Hadoop
6 5 (20.00%) Relational Database
7 4 (16.00%) Data Governance
7 4 (16.00%) Visualisation
7 4 (16.00%) Degree
7 4 (16.00%) Data Management
8 3 (12.00%) Retail
8 3 (12.00%) Business Analysis
8 3 (12.00%) Statistics

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 7 (28.00%) SAS
2 5 (20.00%) Confluence
3 1 (4.00%) IBM Domino
Applications
1 1 (4.00%) Microsoft Excel
Cloud Services
1 5 (20.00%) GitHub
2 1 (4.00%) Microsoft Azure
Communications & Networking
1 1 (4.00%) Internet
Database & Business Intelligence
1 8 (32.00%) Big Data
1 8 (32.00%) Data Warehouse
2 7 (28.00%) QlikView
3 5 (20.00%) DataStage
3 5 (20.00%) Hadoop
3 5 (20.00%) Relational Database
3 5 (20.00%) SQL Server
4 3 (12.00%) Base SAS
4 3 (12.00%) Power BI
4 3 (12.00%) SAS Enterprise Guide
5 2 (8.00%) IBM InfoSphere
5 2 (8.00%) Qlik Sense
5 2 (8.00%) RDBMS
5 2 (8.00%) SQL Server 2016
5 2 (8.00%) Star Schema
6 1 (4.00%) Azure SQL Database
6 1 (4.00%) BusinessObjects
6 1 (4.00%) Data Lake
6 1 (4.00%) NoSQL
6 1 (4.00%) SQL Server 2014
Development Applications
1 5 (20.00%) Bitbucket
1 5 (20.00%) JIRA
General
1 7 (28.00%) Finance
2 3 (12.00%) Marketing
2 3 (12.00%) Retail
3 1 (4.00%) Publishing
Job Titles
1 10 (40.00%) Analyst
2 6 (24.00%) Consultant
2 6 (24.00%) Developer
3 3 (12.00%) Business Analyst
3 3 (12.00%) Business Intelligence Consultant
3 3 (12.00%) Risk Analyst
3 3 (12.00%) Senior Analyst
3 3 (12.00%) Senior Risk Analyst
4 2 (8.00%) Business Intelligence Developer
4 2 (8.00%) Business Manager
4 2 (8.00%) Coordinator
4 2 (8.00%) Data Analyst
4 2 (8.00%) Data Model Consultant
4 2 (8.00%) Data Warehouse Consultant
4 2 (8.00%) DataStage Consultant
4 2 (8.00%) ETL Consultant
4 2 (8.00%) Information Analyst
4 2 (8.00%) Integration Consultant
4 2 (8.00%) Product Consultant
4 2 (8.00%) Report Developer
Libraries, Frameworks & Software Standards
1 2 (8.00%) Oracle GoldenGate
1 2 (8.00%) Web Services
Miscellaneous
1 3 (12.00%) Analytical Skills
2 1 (4.00%) EPoS
2 1 (4.00%) Greenfield Project
2 1 (4.00%) Minimum Viable Product
2 1 (4.00%) Mobile App
2 1 (4.00%) User Experience
Processes & Methodologies
1 12 (48.00%) Analytics
2 10 (40.00%) Business Intelligence
3 9 (36.00%) ETL
4 5 (20.00%) Agile Software Development
4 5 (20.00%) Data Analysis
5 4 (16.00%) Data Governance
5 4 (16.00%) Data Management
5 4 (16.00%) Visualisation
6 3 (12.00%) Business Analysis
6 3 (12.00%) Coaching
6 3 (12.00%) Dimensional Modelling
6 3 (12.00%) Mentoring
6 3 (12.00%) Risk Analysis
6 3 (12.00%) Statistical Modelling
6 3 (12.00%) Statistics
6 3 (12.00%) Use Case
6 3 (12.00%) User Acceptance Testing
7 2 (8.00%) Business Development
7 2 (8.00%) Continuous Integration
7 2 (8.00%) User Stories
Programming Languages
1 12 (48.00%) SQL
2 2 (8.00%) JavaScript
3 1 (4.00%) Java
Qualifications
1 4 (16.00%) Degree
2 1 (4.00%) ISEB
Quality Assurance & Compliance
1 7 (28.00%) Data Quality
System Software
1 1 (4.00%) HDFS
Vendors
1 5 (20.00%) IBM
1 5 (20.00%) Oracle
1 5 (20.00%) Teradata
2 3 (12.00%) Microsoft
2 3 (12.00%) Tableau
3 2 (8.00%) Capita
3 2 (8.00%) Intel
4 1 (4.00%) Logi
4 1 (4.00%) Logi Analytics
4 1 (4.00%) SAP