The following table provides summary statistics for permanent job vacancies advertised in Milton Keynes with a requirement for Data Architecture skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Architecture over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
Buckinghamshire / Milton Keynes
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 79 82 107
Rank change year-on-year +3 +25  
Permanent jobs citing Data Architecture 10 6 11
As % of all permanent IT jobs advertised in Milton Keynes 1.12% 0.69% 0.72%
As % of the Processes & Methodologies category 1.20% 0.77% 0.82%
Number of salaries quoted 8 5 10
Median salary £74,000 £78,000 £56,000
Median salary % change year-on-year -5.12% +39.28%  
90% offered a salary of more than £66,800 £78,000 £51,450
10% offered a salary of more than £80,000 £85,200 £62,500
UK excluding London median salary £57,000 £57,500 £55,000
% change year-on-year -0.86% +4.54%  

Data Architecture 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 834 782 1347
As % of all permanent IT job vacancies advertised in Milton Keynes 93.71% 90.51% 87.75%
Number of salaries quoted 622 644 1070
Median salary £47,500 £44,000 £43,500
Median salary % change year-on-year +7.95% +1.14%  
90% offered a salary of more than £32,500 £30,000 £31,500
10% offered a salary of more than £71,000 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Architecture
Job Vacancy Trend in Milton Keynes

The job posting trend of jobs advertised in Milton Keynes citing Data Architecture as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Architecture in Milton Keynes

Data Architecture
Salary Trend in Milton Keynes

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

Salary trend for Data Architecture in Milton Keynes

Data Architecture
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing Data Architecture in Milton Keynes over the 3 months to 24 June 2017.

Salary histogram for Data Architecture in Milton Keynes

For the 6 months to 24 June 2017, IT jobs citing Data Architecture 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 Architecture.

1 16 (84.21%) Data Warehouse
1 16 (84.21%) Data Quality
2 13 (68.42%) Analytics
3 12 (63.16%) OLAP
3 12 (63.16%) SDLC
4 11 (57.89%) Data Modelling
4 11 (57.89%) Relational Database
4 11 (57.89%) Business Analytics
4 11 (57.89%) Data Governance
5 10 (52.63%) Big Data
5 10 (52.63%) Hadoop
6 8 (42.11%) Apache Hive
6 8 (42.11%) Business Intelligence
6 8 (42.11%) E-Commerce
7 7 (36.84%) ITIL
7 7 (36.84%) ETL
7 7 (36.84%) NoSQL
7 7 (36.84%) Degree
7 7 (36.84%) Data Lake
8 6 (31.58%) Analytical Skills
8 6 (31.58%) Capacity Planning
8 6 (31.58%) Change Control
8 6 (31.58%) High Availability
8 6 (31.58%) Problem Management
8 6 (31.58%) Data Mapping
8 6 (31.58%) Data Integration
8 6 (31.58%) Incident Management
8 6 (31.58%) Stakeholder Management
8 6 (31.58%) Disaster Recovery
9 5 (26.32%) B2B

Data Architecture
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 1 (5.26%) Apache Spark
Database & Business Intelligence
1 16 (84.21%) Data Warehouse
2 12 (63.16%) OLAP
3 11 (57.89%) Relational Database
4 10 (52.63%) Big Data
4 10 (52.63%) Hadoop
5 8 (42.11%) Apache Hive
6 7 (36.84%) Data Lake
6 7 (36.84%) NoSQL
7 5 (26.32%) Data Mining
8 4 (21.05%) Power BI
8 4 (21.05%) SQL Server
8 4 (21.05%) SQL Server 2016
8 4 (21.05%) SQL Server Analysis Services
8 4 (21.05%) SQL Server Integration Services
8 4 (21.05%) SQL Server Reporting Services
9 1 (5.26%) Cloudera CDH
9 1 (5.26%) Impala
General
1 4 (21.05%) Dutch Language
1 4 (21.05%) French Language
1 4 (21.05%) German Language
1 4 (21.05%) Italian Language
1 4 (21.05%) Spanish Language
2 1 (5.26%) Banking
2 1 (5.26%) Finance
Job Titles
1 10 (52.63%) Architect
1 10 (52.63%) Data Architect
2 9 (47.37%) Lead Architect
2 9 (47.37%) Lead Data Architect
3 4 (21.05%) Data Warehouse Developer
3 4 (21.05%) Developer
4 3 (15.79%) Big Data Architect
5 2 (10.53%) Hadoop Architect
6 1 (5.26%) Analyst
6 1 (5.26%) Data Analyst
6 1 (5.26%) Data Analytics Architect
6 1 (5.26%) Master Data Analyst
Libraries, Frameworks & Software Standards
1 4 (21.05%) .NET
2 1 (5.26%) Kafka
Miscellaneous
1 6 (31.58%) Analytical Skills
2 3 (15.79%) Greenfield Project
3 1 (5.26%) Management Information System
Operating Systems
1 1 (5.26%) Linux
Processes & Methodologies
1 13 (68.42%) Analytics
2 12 (63.16%) SDLC
3 11 (57.89%) Business Analytics
3 11 (57.89%) Data Governance
3 11 (57.89%) Data Modelling
4 8 (42.11%) Business Intelligence
4 8 (42.11%) E-Commerce
5 7 (36.84%) ETL
5 7 (36.84%) ITIL
6 6 (31.58%) Capacity Planning
6 6 (31.58%) Change Control
6 6 (31.58%) Data Integration
6 6 (31.58%) Data Mapping
6 6 (31.58%) Disaster Recovery
6 6 (31.58%) High Availability
6 6 (31.58%) Incident Management
6 6 (31.58%) Problem Management
6 6 (31.58%) Stakeholder Management
7 5 (26.32%) Data Management
7 5 (26.32%) Master Data Management
Programming Languages
1 4 (21.05%) PowerShell
1 4 (21.05%) SQL
1 4 (21.05%) T-SQL
Qualifications
1 7 (36.84%) Degree
Quality Assurance & Compliance
1 16 (84.21%) Data Quality
Systems Management
1 1 (5.26%) Oozie