The following table provides summary statistics for permanent job vacancies advertised in Milton Keynes 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 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Data Modelling
Buckinghamshire / Milton Keynes
Rank 74 82 81
Rank change year-on-year +8 -1  
Permanent jobs citing Data Modelling 11 16 18
As % of all permanent IT jobs advertised in Milton Keynes 1.28% 1.57% 1.57%
As % of the Processes & Methodologies category 1.41% 1.71% 1.82%
Number of salaries quoted 10 13 13
Median salary £45,000 £48,500 £37,500
Median salary % change year-on-year -7.21% +29.33%  
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 Milton Keynes with a requirement for process and methodology skills.

Process & Methodology Skills
Milton Keynes
Permanent job vacancies with a requirement for process and methodology skills 778 938 989
As % of all permanent IT job vacancies advertised in Milton Keynes 90.78% 91.87% 86.00%
Number of salaries quoted 630 754 755
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.55% +5.88%  
90% offered a salary of more than £34,273 £32,500 £30,000
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Milton Keynes

The job posting trend of jobs advertised in Milton Keynes 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 Milton Keynes

Data Modelling
Salary Trend in Milton Keynes

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

Salary trend for Data Modelling in Milton Keynes

Data Modelling
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing Data Modelling in Milton Keynes over the 3 months to 22 March 2017.

Salary histogram for Data Modelling in Milton Keynes

Data Modelling
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 22 March 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 Milton Keynes region with a requirement for Data Modelling.

1 11 (47.83%) SQL
1 11 (47.83%) Data Warehouse
2 8 (34.78%) Data Quality
3 7 (30.43%) SQL Server Analysis Services
3 7 (30.43%) Power BI
3 7 (30.43%) SQL Server
3 7 (30.43%) SQL Server Reporting Services
3 7 (30.43%) SQL Server Integration Services
4 6 (26.09%) ETL
5 5 (21.74%) Business Intelligence
5 5 (21.74%) .NET
5 5 (21.74%) T-SQL
5 5 (21.74%) Retail
5 5 (21.74%) SQL Server 2016
5 5 (21.74%) Continuous Improvement
5 5 (21.74%) PowerShell
5 5 (21.74%) Data Architecture
5 5 (21.74%) User Acceptance Testing
6 4 (17.39%) Hadoop
6 4 (17.39%) Analytics
6 4 (17.39%) Data Structures
6 4 (17.39%) Software Engineering
6 4 (17.39%) Oracle
7 3 (13.04%) CRM
7 3 (13.04%) Six Sigma
7 3 (13.04%) MySQL
7 3 (13.04%) OLAP
7 3 (13.04%) MS Office
7 3 (13.04%) Technical Architecture
7 3 (13.04%) Finance

Data Modelling
Top Related IT Skills in Milton Keynes 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 1 (4.35%) Apache
1 1 (4.35%) NetWeaver
1 1 (4.35%) Oracle SOA Suite
Applications
1 3 (13.04%) MS Office
2 2 (8.70%) MS Excel
Business Applications
1 2 (8.70%) Dynamics CRM
2 1 (4.35%) Oracle EBS
Cloud Services
1 1 (4.35%) SaaS
Database & Business Intelligence
1 11 (47.83%) Data Warehouse
2 7 (30.43%) Power BI
2 7 (30.43%) SQL Server
2 7 (30.43%) SQL Server Analysis Services
2 7 (30.43%) SQL Server Integration Services
2 7 (30.43%) SQL Server Reporting Services
3 5 (21.74%) SQL Server 2016
4 4 (17.39%) Hadoop
5 3 (13.04%) Apache Hive
5 3 (13.04%) Big Data
5 3 (13.04%) MySQL
5 3 (13.04%) NoSQL
5 3 (13.04%) OLAP
5 3 (13.04%) Relational Database
6 2 (8.70%) BusinessObjects
6 2 (8.70%) QlikView
6 2 (8.70%) SQL Server 2008
7 1 (4.35%) BusinessObjects Business Intelligence
7 1 (4.35%) BusinessObjects Web Intelligence
7 1 (4.35%) SAP Data Services
Development Applications
1 1 (4.35%) Eclipse
1 1 (4.35%) NWDS
General
1 5 (21.74%) Retail
2 3 (13.04%) Finance
3 1 (4.35%) Automotive
3 1 (4.35%) Banking
3 1 (4.35%) German Language
3 1 (4.35%) Retail Banking
Job Titles
1 9 (39.13%) Developer
2 5 (21.74%) Analyst
2 5 (21.74%) Architect
2 5 (21.74%) Data Warehouse Developer
3 4 (17.39%) Business Analyst
4 3 (13.04%) Administrator
4 3 (13.04%) Data Architect
4 3 (13.04%) DBA
4 3 (13.04%) Lead Architect
4 3 (13.04%) Lead Data Architect
4 3 (13.04%) MySQL DBA
4 3 (13.04%) Process Analyst
5 2 (8.70%) CRM Developer
6 1 (4.35%) CRM Architect
6 1 (4.35%) ERP Architect
6 1 (4.35%) IT Analyst
6 1 (4.35%) Report Analyst
6 1 (4.35%) Retail Banking Business Analyst
6 1 (4.35%) SAP PI Developer
6 1 (4.35%) SOA Architect
Libraries, Frameworks & Software Standards
1 5 (21.74%) .NET
2 1 (4.35%) SAP PI
Miscellaneous
1 4 (17.39%) Data Structures
2 3 (13.04%) Replication
3 2 (8.70%) Analytical Skills
3 2 (8.70%) Computer Science
4 1 (4.35%) Driving Licence
4 1 (4.35%) Management Information System
Processes & Methodologies
1 6 (26.09%) ETL
2 5 (21.74%) Business Intelligence
2 5 (21.74%) Continuous Improvement
2 5 (21.74%) Data Architecture
2 5 (21.74%) User Acceptance Testing
3 4 (17.39%) Analytics
3 4 (17.39%) Software Engineering
4 3 (13.04%) CRM
4 3 (13.04%) High Availability
4 3 (13.04%) Lean Six Sigma
4 3 (13.04%) Performance Analysis
4 3 (13.04%) Risk Analysis
4 3 (13.04%) SDLC
4 3 (13.04%) Six Sigma
4 3 (13.04%) Stakeholder Management
4 3 (13.04%) Technical Architecture
5 2 (8.70%) Business Process Modelling
5 2 (8.70%) Dimensional Modelling
5 2 (8.70%) IT Strategy
5 2 (8.70%) OO
Programming Languages
1 11 (47.83%) SQL
2 5 (21.74%) PowerShell
2 5 (21.74%) T-SQL
3 2 (8.70%) C#
3 2 (8.70%) JavaScript
4 1 (4.35%) ABAP
4 1 (4.35%) PL/SQL
Qualifications
1 3 (13.04%) Six Sigma Black Belt
2 2 (8.70%) Degree
Quality Assurance & Compliance
1 8 (34.78%) Data Quality
Vendors
1 4 (17.39%) Oracle
2 2 (8.70%) Microsoft
2 2 (8.70%) SAP