Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Reading 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
Berkshire > Reading
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 141 165 194
Rank change year-on-year +24 +29 +22
Permanent jobs citing Data Architecture 14 33 20
As % of all permanent IT jobs advertised in Reading 0.59% 0.95% 0.43%
As % of the Processes & Methodologies category 0.69% 1.08% 0.50%
Number of salaries quoted 10 1 18
Reading median annual salary £70,000 £65,000 £57,500
Median salary % change year-on-year +7.69% +13.04% +23.52%
10th Percentile £32,000 £62,500 £46,750
90th Percentile £75,000 £67,500 £78,250
Berkshire median annual salary £70,000 £56,250 £70,000
% change year-on-year +24.44% -19.64% +23.89%

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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Permanent vacancies with a requirement for process or methodology skills 2028 3063 3974
As % of all permanent IT jobs advertised in Reading 84.92% 87.71% 86.13%
Number of salaries quoted 1631 2241 3100
Reading median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% -3.03%
10th Percentile £29,000 £29,500 £30,000
90th Percentile £75,000 £72,500 £70,000
Berkshire median annual salary £50,000 £50,000 £50,000

Data Architecture
Job Vacancy Trend in Reading

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

Job vacancy trend for Data Architecture in Reading

Data Architecture
Salary Trend in Reading

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

Salary trend for Data Architecture in Reading

Data Architecture
Salary Histogram in Reading

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

Salary histogram for Data Architecture in Reading

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 Reading region with a requirement for Data Architecture.

1 9 (64.29%) SQL Server
1 9 (64.29%) SQL
1 9 (64.29%) Microsoft
1 9 (64.29%) Data Management
1 9 (64.29%) Data Governance
1 9 (64.29%) Data Quality
1 9 (64.29%) Master Data Management
2 8 (57.14%) Computer Science Degree
2 8 (57.14%) Agile Software Development
2 8 (57.14%) Mathematics
2 8 (57.14%) Computer Science
2 8 (57.14%) QA
2 8 (57.14%) Degree
2 8 (57.14%) JavaScript
3 6 (42.86%) Data Integration
4 5 (35.71%) SQL Server Analysis Services
4 5 (35.71%) Predictive Analytics
4 5 (35.71%) Use Case
4 5 (35.71%) SQL Server Integration Services
4 5 (35.71%) ETL
4 5 (35.71%) Business Intelligence
4 5 (35.71%) Data Modelling
4 5 (35.71%) SharePoint
4 5 (35.71%) Data Warehouse
4 5 (35.71%) Power BI
4 5 (35.71%) Analytics
4 5 (35.71%) Relational Database
4 5 (35.71%) Hadoop
4 5 (35.71%) Big Data
5 4 (28.57%) Big Data Analytics

Data Architecture
Co-occurring IT Skills in Reading 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 (35.71%) SharePoint
2 4 (28.57%) Apache Pig
2 4 (28.57%) Apache Spark
2 4 (28.57%) SharePoint 2010
2 4 (28.57%) SharePoint 2013
Applications
1 4 (28.57%) InfoPath
1 4 (28.57%) Microsoft Office
Cloud Services
1 4 (28.57%) Amazon AWS
1 4 (28.57%) Amazon EMR
2 1 (7.14%) Cortana Intelligence Suite
2 1 (7.14%) Microsoft Azure
Database & Business Intelligence
1 9 (64.29%) SQL Server
2 5 (35.71%) Big Data
2 5 (35.71%) Data Warehouse
2 5 (35.71%) Hadoop
2 5 (35.71%) Power BI
2 5 (35.71%) Relational Database
2 5 (35.71%) SQL Server Analysis Services
2 5 (35.71%) SQL Server Integration Services
3 4 (28.57%) Apache Hive
3 4 (28.57%) HBase
3 4 (28.57%) Impala
3 4 (28.57%) MySQL
3 4 (28.57%) NoSQL
3 4 (28.57%) QlikView
3 4 (28.57%) Sqoop
3 4 (28.57%) Star Schema
4 1 (7.14%) Data Mining
4 1 (7.14%) Microsoft Analysis Services
4 1 (7.14%) RDBMS
4 1 (7.14%) SQL Server Reporting Services
Development Applications
1 4 (28.57%) Subversion
1 4 (28.57%) Team Foundation Server
1 4 (28.57%) VSS/SourceSafe
Job Titles
1 8 (57.14%) Developer
2 6 (42.86%) Consultant
3 5 (35.71%) Data Consultant
3 5 (35.71%) Data Governance Consultant
3 5 (35.71%) Governance Consultant
3 5 (35.71%) Master Data Consultant
3 5 (35.71%) Professional Services Consultant
4 4 (28.57%) .NET Developer
4 4 (28.57%) Business Developer
4 4 (28.57%) Business Intelligence Developer
4 4 (28.57%) SharePoint Developer
5 1 (7.14%) Business Consultant
5 1 (7.14%) Business Intelligence Consultant
5 1 (7.14%) Microsoft BI Consultant
5 1 (7.14%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 4 (28.57%) .NET
1 4 (28.57%) .NET Framework
1 4 (28.57%) ASP.NET
1 4 (28.57%) ASP.NET MVC
1 4 (28.57%) ASP.NET MVC 3
1 4 (28.57%) ASP.NET Web Forms
1 4 (28.57%) CSS
1 4 (28.57%) Entity Framework
1 4 (28.57%) HTML
1 4 (28.57%) HTML5
1 4 (28.57%) jQuery
1 4 (28.57%) KnockoutJS
1 4 (28.57%) LINQ
1 4 (28.57%) LINQ to SQL
1 4 (28.57%) Silverlight
1 4 (28.57%) WCF
1 4 (28.57%) Web Services
1 4 (28.57%) XML
Miscellaneous
1 8 (57.14%) Computer Science
2 4 (28.57%) Algorithms
2 4 (28.57%) Analytical Skills
2 4 (28.57%) N-Tier
Processes & Methodologies
1 9 (64.29%) Data Governance
1 9 (64.29%) Data Management
1 9 (64.29%) Master Data Management
2 8 (57.14%) Agile Software Development
2 8 (57.14%) Mathematics
3 6 (42.86%) Data Integration
4 5 (35.71%) Analytics
4 5 (35.71%) Business Intelligence
4 5 (35.71%) Data Modelling
4 5 (35.71%) ETL
4 5 (35.71%) Predictive Analytics
4 5 (35.71%) Use Case
5 4 (28.57%) Big Data Analytics
5 4 (28.57%) Data Visualisation
5 4 (28.57%) Functional Testing
5 4 (28.57%) High Availability
5 4 (28.57%) MapReduce
5 4 (28.57%) Memory Management
5 4 (28.57%) Performance Tuning
5 4 (28.57%) Workflow Development
Programming Languages
1 9 (64.29%) SQL
2 8 (57.14%) JavaScript
3 4 (28.57%) C#
3 4 (28.57%) PowerShell
3 4 (28.57%) Python
3 4 (28.57%) VB.NET
Qualifications
1 8 (57.14%) Computer Science Degree
1 8 (57.14%) Degree
2 4 (28.57%) Microsoft Certification
3 1 (7.14%) SC Cleared
3 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 9 (64.29%) Data Quality
2 8 (57.14%) QA
System Software
1 4 (28.57%) Apache Flume
1 4 (28.57%) HDFS
Systems Management
1 4 (28.57%) Nagios
1 4 (28.57%) Oozie
Vendors
1 9 (64.29%) Microsoft
2 4 (28.57%) Cloudera
2 4 (28.57%) DevExpress
2 4 (28.57%) Oracle
2 4 (28.57%) Tableau
2 4 (28.57%) Telerik