Period
to 25 November 2017

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 6 months to 25 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Buckinghamshire > Milton Keynes
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 103 105 110
Rank change year-on-year +2 +5 -7
Permanent jobs citing Data Modelling 25 27 51
As % of all permanent IT jobs advertised in Milton Keynes 1.52% 1.62% 1.91%
As % of the Processes & Methodologies category 1.68% 1.82% 2.19%
Number of salaries quoted 20 35 45
Milton Keynes median annual salary £45,000 £40,000 £46,000
Median salary % change year-on-year +12.50% -13.04% +29.58%
10th Percentile £34,875 £37,500 £36,750
90th Percentile £68,900 £53,750 £63,350
Buckinghamshire median annual salary £47,500 £40,000 £48,750
% change year-on-year +18.75% -17.95% +8.33%

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 Milton Keynes with a requirement for process or methodology skills.

All Process and Methodology Skills
Milton Keynes
Permanent vacancies with a requirement for process or methodology skills 1485 1483 2331
As % of all permanent IT jobs advertised in Milton Keynes 90.22% 88.96% 87.21%
Number of salaries quoted 1098 1297 1926
Milton Keynes median annual salary £45,000 £42,500 £42,100
Median salary % change year-on-year +5.88% +0.95% +5.25%
10th Percentile £27,000 £27,000 £26,250
90th Percentile £65,000 £62,500 £60,000
Buckinghamshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -

Data Modelling
Job Vacancy Trend in Milton Keynes

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

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 6 months to 25 November 2017.

Salary histogram for Data Modelling in Milton Keynes

For the 6 months to 25 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 Milton Keynes region with a requirement for Data Modelling.

1 12 (48.00%) Big Data
2 11 (44.00%) Agile Software Development
3 10 (40.00%) Hadoop
3 10 (40.00%) SQL
3 10 (40.00%) Business Intelligence
4 9 (36.00%) Data Warehouse
4 9 (36.00%) ETL
4 9 (36.00%) Data Quality
5 7 (28.00%) Oracle
5 7 (28.00%) Relational Database
6 6 (24.00%) Analytics
6 6 (24.00%) SDLC
6 6 (24.00%) Data Governance
6 6 (24.00%) Use Case
7 5 (20.00%) JIRA
7 5 (20.00%) Data Management
7 5 (20.00%) QlikView
7 5 (20.00%) Confluence
7 5 (20.00%) Continuous Integration
7 5 (20.00%) SQL Server
7 5 (20.00%) DataStage
7 5 (20.00%) IBM
7 5 (20.00%) Finance
7 5 (20.00%) Teradata
7 5 (20.00%) Presales
7 5 (20.00%) Power BI
7 5 (20.00%) GitHub
7 5 (20.00%) Bitbucket
8 4 (16.00%) Impala
8 4 (16.00%) Analytical Skills

Data Modelling
Co-occurring 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 5 (20.00%) Confluence
2 2 (8.00%) JBoss
2 2 (8.00%) Oracle Workflow
2 2 (8.00%) WildFly
3 1 (4.00%) Apache Spark
3 1 (4.00%) IBM Domino
3 1 (4.00%) SAS
Applications
1 3 (12.00%) Microsoft Excel
2 2 (8.00%) Microsoft Office
3 1 (4.00%) Microsoft PowerPoint
Cloud Services
1 5 (20.00%) GitHub
2 1 (4.00%) Amazon AWS
2 1 (4.00%) Microsoft Azure
Database & Business Intelligence
1 12 (48.00%) Big Data
2 10 (40.00%) Hadoop
3 9 (36.00%) Data Warehouse
4 7 (28.00%) Relational Database
5 5 (20.00%) DataStage
5 5 (20.00%) Power BI
5 5 (20.00%) QlikView
5 5 (20.00%) SQL Server
6 4 (16.00%) Apache Hive
6 4 (16.00%) BusinessObjects
6 4 (16.00%) Impala
7 3 (12.00%) Data Lake
8 2 (8.00%) Data Mining
8 2 (8.00%) IBM InfoSphere
8 2 (8.00%) OLAP
8 2 (8.00%) PostgreSQL
8 2 (8.00%) Qlik Sense
8 2 (8.00%) RDBMS
8 2 (8.00%) SQL Server 2008
8 2 (8.00%) SQL Server Reporting Services
Development Applications
1 5 (20.00%) Bitbucket
1 5 (20.00%) JIRA
2 2 (8.00%) Liquibase
2 2 (8.00%) Team Foundation Server
General
1 5 (20.00%) Finance
2 3 (12.00%) Banking
3 2 (8.00%) Law
4 1 (4.00%) Publishing
4 1 (4.00%) Retail
Job Titles
1 8 (32.00%) Consultant
2 7 (28.00%) Analyst
2 7 (28.00%) Developer
3 4 (16.00%) Business Analyst
3 4 (16.00%) Report Developer
4 3 (12.00%) Data Analyst
5 2 (8.00%) Analyst Developer
5 2 (8.00%) Architect
5 2 (8.00%) Business Intelligence Consultant
5 2 (8.00%) Data Architect
5 2 (8.00%) Data Manager
5 2 (8.00%) Data Model Consultant
5 2 (8.00%) Data Warehouse Consultant
5 2 (8.00%) DataStage Consultant
5 2 (8.00%) Development Analyst
5 2 (8.00%) ETL Consultant
5 2 (8.00%) Report Analyst
5 2 (8.00%) Solutions Consultant
5 2 (8.00%) Technical Analyst
5 2 (8.00%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 3 (12.00%) Web Services
1 3 (12.00%) XML
2 2 (8.00%) CSS
2 2 (8.00%) HTML
2 2 (8.00%) HTML5
2 2 (8.00%) JAXB
2 2 (8.00%) jQuery
2 2 (8.00%) JSP
2 2 (8.00%) JSTL
2 2 (8.00%) Oracle GoldenGate
2 2 (8.00%) POJO
3 1 (4.00%) .NET
3 1 (4.00%) JSON
3 1 (4.00%) Kafka
3 1 (4.00%) SOAP
Miscellaneous
1 4 (16.00%) Analytical Skills
2 3 (12.00%) Greenfield Project
3 2 (8.00%) Linux Command Line
4 1 (4.00%) Computer Science
4 1 (4.00%) Hybrid Cloud
4 1 (4.00%) Management Information System
Operating Systems
1 3 (12.00%) Unix
2 2 (8.00%) Linux
Processes & Methodologies
1 11 (44.00%) Agile Software Development
2 10 (40.00%) Business Intelligence
3 9 (36.00%) ETL
4 6 (24.00%) Analytics
4 6 (24.00%) Data Governance
4 6 (24.00%) SDLC
4 6 (24.00%) Use Case
5 5 (20.00%) Continuous Integration
5 5 (20.00%) Data Management
5 5 (20.00%) Presales
6 4 (16.00%) Business Analysis
6 4 (16.00%) Data Analysis
6 4 (16.00%) Data Architecture
6 4 (16.00%) Data Migration
6 4 (16.00%) Migration
6 4 (16.00%) OO
6 4 (16.00%) Project Management
6 4 (16.00%) Stakeholder Management
6 4 (16.00%) Visualisation
7 3 (12.00%) Open Source
Programming Languages
1 10 (40.00%) SQL
2 4 (16.00%) Java
3 3 (12.00%) Python
4 1 (4.00%) JavaScript
4 1 (4.00%) Perl
4 1 (4.00%) PL/SQL
4 1 (4.00%) T-SQL
4 1 (4.00%) VB
4 1 (4.00%) VB.NET
4 1 (4.00%) VBA
Qualifications
1 3 (12.00%) Degree
2 2 (8.00%) CCIE
2 2 (8.00%) CCNP
2 2 (8.00%) Cisco Certification
2 2 (8.00%) SC Cleared
2 2 (8.00%) Security Cleared
Quality Assurance & Compliance
1 9 (36.00%) Data Quality
System Software
1 1 (4.00%) HDFS
Systems Management
1 1 (4.00%) Oozie
1 1 (4.00%) Systems Management Server (SMS)
Vendors
1 7 (28.00%) Oracle
2 5 (20.00%) IBM
2 5 (20.00%) Teradata
3 4 (16.00%) Microsoft
4 3 (12.00%) Tableau
5 2 (8.00%) Capita
5 2 (8.00%) Cloudera
5 2 (8.00%) Genesys
5 2 (8.00%) SAP
6 1 (4.00%) Logi
6 1 (4.00%) Logi Analytics