Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
South East > Berkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 232 247 267
Rank change year-on-year +15 +20 +65
Permanent jobs citing Data Architecture 22 48 72
As % of all permanent IT jobs advertised in Berkshire 0.35% 0.55% 0.65%
As % of the Processes & Methodologies category 0.40% 0.63% 0.75%
Number of salaries quoted 18 16 51
Berkshire median annual salary £70,000 £56,250 £70,000
Median salary % change year-on-year +24.44% -19.64% +23.89%
10th Percentile £32,000 £53,750 £51,250
90th Percentile £97,500 £61,250 £81,250
South East median annual salary £55,000 £66,250 £60,250
% change year-on-year -16.98% +9.96% +0.42%

Data Architecture 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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Permanent vacancies with a requirement for process or methodology skills 5493 7660 9580
As % of all permanent IT jobs advertised in Berkshire 86.34% 88.17% 87.01%
Number of salaries quoted 4280 5844 7481
Berkshire median annual salary £50,000 £50,000 £50,000
10th Percentile £28,500 £30,000 £28,750
90th Percentile £75,000 £75,000 £71,250
South East median annual salary £45,000 £45,000 £45,000

Data Architecture
Job Vacancy Trend in Berkshire

Job postings citing Data Architecture as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for Data Architecture in Berkshire

Data Architecture
Salary Trend in Berkshire

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

Salary trend for Data Architecture in Berkshire

Data Architecture
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Architecture in Berkshire over the 6 months to 23 November 2017.

Salary histogram for Data Architecture in Berkshire

Data Architecture
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the Berkshire region over the 6 months to 23 November 2017. 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
Reading +24 14 £70,000 +7.69% 4
Slough - 2 £65,000 -
Maidenhead +26 1 £80,000 +52.38%
Data Architecture
South East

For the 6 months to 23 November 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 Berkshire region with a requirement for Data Architecture.

1 13 (59.09%) Agile Software Development
2 10 (45.45%) Data Management
2 10 (45.45%) Master Data Management
3 9 (40.91%) Data Governance
3 9 (40.91%) Data Quality
3 9 (40.91%) Big Data
3 9 (40.91%) Degree
3 9 (40.91%) SQL
3 9 (40.91%) SQL Server
3 9 (40.91%) Microsoft
4 8 (36.36%) JavaScript
4 8 (36.36%) Mathematics
4 8 (36.36%) Computer Science
4 8 (36.36%) QA
4 8 (36.36%) Computer Science Degree
5 7 (31.82%) Business Intelligence
5 7 (31.82%) Python
5 7 (31.82%) Analytics
6 6 (27.27%) Data Integration
6 6 (27.27%) Stakeholder Management
7 5 (22.73%) SQL Server Integration Services
7 5 (22.73%) SharePoint
7 5 (22.73%) Data Warehouse
7 5 (22.73%) Data Modelling
7 5 (22.73%) ETL
7 5 (22.73%) XML
7 5 (22.73%) SQL Server Analysis Services
7 5 (22.73%) Predictive Analytics
7 5 (22.73%) Use Case
7 5 (22.73%) Hadoop

Data Architecture
Co-occurring IT Skills in Berkshire 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 (22.73%) SharePoint
2 4 (18.18%) Apache Pig
2 4 (18.18%) Apache Spark
2 4 (18.18%) SharePoint 2010
2 4 (18.18%) SharePoint 2013
3 1 (4.55%) BizTalk Server
Applications
1 4 (18.18%) InfoPath
1 4 (18.18%) Microsoft Office
Business Applications
1 2 (9.09%) NetSuite
2 1 (4.55%) SAP MDG
Cloud Services
1 4 (18.18%) Amazon AWS
1 4 (18.18%) Amazon EMR
2 2 (9.09%) Microsoft Azure
3 1 (4.55%) Cortana Intelligence Suite
Database & Business Intelligence
1 9 (40.91%) Big Data
1 9 (40.91%) SQL Server
2 5 (22.73%) Data Warehouse
2 5 (22.73%) Hadoop
2 5 (22.73%) Power BI
2 5 (22.73%) Relational Database
2 5 (22.73%) SQL Server Analysis Services
2 5 (22.73%) SQL Server Integration Services
3 4 (18.18%) Apache Hive
3 4 (18.18%) HBase
3 4 (18.18%) Impala
3 4 (18.18%) MySQL
3 4 (18.18%) NoSQL
3 4 (18.18%) QlikView
3 4 (18.18%) Sqoop
3 4 (18.18%) Star Schema
4 1 (4.55%) Azure SQL Database
4 1 (4.55%) Data Mining
4 1 (4.55%) RDBMS
4 1 (4.55%) SAP HANA
Development Applications
1 4 (18.18%) Subversion
1 4 (18.18%) Team Foundation Server
1 4 (18.18%) VSS/SourceSafe
Job Titles
1 8 (36.36%) Developer
2 6 (27.27%) Consultant
3 5 (22.73%) Data Consultant
3 5 (22.73%) Data Governance Consultant
3 5 (22.73%) Governance Consultant
3 5 (22.73%) Master Data Consultant
3 5 (22.73%) Professional Services Consultant
4 4 (18.18%) .NET Developer
4 4 (18.18%) Architect
4 4 (18.18%) Business Developer
4 4 (18.18%) Business Intelligence Developer
4 4 (18.18%) Cloud Architect
4 4 (18.18%) Data Architect
4 4 (18.18%) SharePoint Developer
5 3 (13.64%) Cloud Solutions Architect
5 3 (13.64%) IoT Architect
5 3 (13.64%) Lead Data Architect
5 3 (13.64%) Lead Solutions Architect
5 3 (13.64%) Solutions Architect
5 3 (13.64%) Team Leader
Libraries, Frameworks & Software Standards
1 5 (22.73%) XML
2 4 (18.18%) .NET
2 4 (18.18%) .NET Framework
2 4 (18.18%) ASP.NET
2 4 (18.18%) ASP.NET MVC
2 4 (18.18%) ASP.NET MVC 3
2 4 (18.18%) ASP.NET Web Forms
2 4 (18.18%) CSS
2 4 (18.18%) Entity Framework
2 4 (18.18%) HTML
2 4 (18.18%) HTML5
2 4 (18.18%) jQuery
2 4 (18.18%) KnockoutJS
2 4 (18.18%) LINQ
2 4 (18.18%) LINQ to SQL
2 4 (18.18%) Silverlight
2 4 (18.18%) WCF
2 4 (18.18%) Web Services
3 1 (4.55%) EDI
Miscellaneous
1 8 (36.36%) Computer Science
2 5 (22.73%) Analytical Skills
3 4 (18.18%) Algorithms
3 4 (18.18%) N-Tier
4 1 (4.55%) Virtual Team
Processes & Methodologies
1 13 (59.09%) Agile Software Development
2 10 (45.45%) Data Management
2 10 (45.45%) Master Data Management
3 9 (40.91%) Data Governance
4 8 (36.36%) Mathematics
5 7 (31.82%) Analytics
5 7 (31.82%) Business Intelligence
6 6 (27.27%) Data Integration
6 6 (27.27%) Stakeholder Management
7 5 (22.73%) Data Modelling
7 5 (22.73%) ETL
7 5 (22.73%) Predictive Analytics
7 5 (22.73%) Use Case
8 4 (18.18%) MVC
8 4 (18.18%) OO
8 4 (18.18%) OOD
8 4 (18.18%) OOP
8 4 (18.18%) Scrum
8 4 (18.18%) SOA
8 4 (18.18%) UML
Programming Languages
1 9 (40.91%) SQL
2 8 (36.36%) JavaScript
3 7 (31.82%) Python
4 4 (18.18%) C#
4 4 (18.18%) PowerShell
4 4 (18.18%) VB.NET
5 3 (13.64%) Java
5 3 (13.64%) Scala
Qualifications
1 9 (40.91%) Degree
2 8 (36.36%) Computer Science Degree
3 4 (18.18%) Microsoft Certification
4 1 (4.55%) APMP
4 1 (4.55%) SC Cleared
4 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 9 (40.91%) Data Quality
2 8 (36.36%) QA
System Software
1 4 (18.18%) Apache Flume
1 4 (18.18%) HDFS
Systems Management
1 4 (18.18%) Nagios
1 4 (18.18%) Oozie
Vendors
1 9 (40.91%) Microsoft
2 4 (18.18%) Cloudera
2 4 (18.18%) DevExpress
2 4 (18.18%) Oracle
2 4 (18.18%) Tableau
2 4 (18.18%) Telerik
3 1 (4.55%) SAP