Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
England > South East
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 444 413 391
Rank change year-on-year -31 -22 +122
Permanent jobs citing Data Architecture 108 177 268
As % of all permanent IT jobs advertised in the South East 0.36% 0.50% 0.63%
As % of the Processes & Methodologies category 0.41% 0.58% 0.72%
Number of salaries quoted 96 136 185
South East median annual salary £55,000 £66,250 £60,000
Median salary % change year-on-year -16.98% +10.42% -
10th Percentile £36,875 £43,125 £44,750
90th Percentile £85,000 £80,000 £78,250
England median annual salary £65,000 £70,000 £67,500
% change year-on-year -7.14% +3.70% +3.85%

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 the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26574 30766 37248
As % of all permanent IT jobs advertised in the South East 87.44% 87.44% 86.93%
Number of salaries quoted 21881 25532 30764
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Architecture
Job Vacancy Trend in the South East

Job postings citing Data Architecture as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Data Architecture in the South East

Data Architecture
Salary Trend in the South East

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

Salary trend for Data Architecture in the South East

Data Architecture
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Architecture in the South East over the 6 months to 18 November 2017.

Salary histogram for Data Architecture in the South East

Data Architecture
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the South East region over the 6 months to 18 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
Hampshire +33 37 £52,500 +5.00% 1
Thames Valley 0 34 £70,000 +21.74% 5
Surrey -2 24 £55,000 -18.52%
Berkshire +15 22 £70,000 +24.44% 3
Buckinghamshire +10 11 £71,250 +9.62% 2
Kent +22 5 £67,500 -40.00%
East Sussex -13 4 £75,000 +7.14%
West Sussex -19 4 £58,750 -12.96%
Oxfordshire 0 1 £55,000 -4.35%
Data Architecture
England

For the 6 months to 18 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 South East region with a requirement for Data Architecture.

1 55 (50.93%) Data Modelling
2 44 (40.74%) SQL
3 40 (37.04%) Business Intelligence
4 38 (35.19%) Data Management
5 35 (32.41%) ETL
5 35 (32.41%) SQL Server
6 34 (31.48%) Agile Software Development
7 33 (30.56%) Data Warehouse
8 32 (29.63%) Data Governance
8 32 (29.63%) Analytics
9 29 (26.85%) Data Quality
10 27 (25.00%) Analytical Skills
11 25 (23.15%) Degree
12 24 (22.22%) Microsoft
13 21 (19.44%) Oracle
13 21 (19.44%) Master Data Management
14 18 (16.67%) OLAP
14 18 (16.67%) SAP
15 17 (15.74%) Finance
15 17 (15.74%) Data Integration
15 17 (15.74%) Big Data
16 16 (14.81%) BusinessObjects
17 15 (13.89%) Migration
17 15 (13.89%) Computer Science
17 15 (13.89%) Enterprise Architecture
17 15 (13.89%) Performance Tuning
18 14 (12.96%) SQL Server Integration Services
18 14 (12.96%) Data Migration
19 13 (12.04%) Stakeholder Management
19 13 (12.04%) Computer Science Degree

Data Architecture
Co-occurring IT Skills in the South East 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 8 (7.41%) SharePoint
2 7 (6.48%) Apache Spark
3 4 (3.70%) Apache Pig
3 4 (3.70%) SharePoint 2010
3 4 (3.70%) SharePoint 2013
4 1 (0.93%) BizTalk Server
4 1 (0.93%) JBoss
4 1 (0.93%) SAS
Applications
1 9 (8.33%) Microsoft Excel
2 5 (4.63%) Microsoft Office
2 5 (4.63%) Microsoft PowerPoint
3 4 (3.70%) InfoPath
3 4 (3.70%) Microsoft Project
4 1 (0.93%) Spreadsheet
Business Applications
1 2 (1.85%) NetSuite
1 2 (1.85%) SAP ERP
2 1 (0.93%) Dynamics CRM
2 1 (0.93%) SAP MDG
Cloud Services
1 9 (8.33%) Amazon AWS
2 7 (6.48%) Microsoft Azure
3 4 (3.70%) Amazon EMR
4 1 (0.93%) Cloud Computing
4 1 (0.93%) Cortana Intelligence Suite
4 1 (0.93%) Google Cloud Platform
4 1 (0.93%) IaaS
4 1 (0.93%) PaaS
4 1 (0.93%) SaaS
Communications & Networking
1 5 (4.63%) NAS
1 5 (4.63%) SAN
Database & Business Intelligence
1 35 (32.41%) SQL Server
2 33 (30.56%) Data Warehouse
3 18 (16.67%) OLAP
4 17 (15.74%) Big Data
5 16 (14.81%) BusinessObjects
6 14 (12.96%) SQL Server Integration Services
7 11 (10.19%) Relational Database
7 11 (10.19%) SQL Server 2005
8 10 (9.26%) Hadoop
8 10 (9.26%) SQL Server Analysis Services
9 9 (8.33%) Data Mining
9 9 (8.33%) NoSQL
9 9 (8.33%) Power BI
9 9 (8.33%) SAP Data Services
9 9 (8.33%) SQL Server Reporting Services
10 8 (7.41%) SQL Server 2016
11 7 (6.48%) Apache Hive
11 7 (6.48%) QlikView
12 6 (5.56%) SAP BW
13 5 (4.63%) Impala
Development Applications
1 4 (3.70%) Subversion
1 4 (3.70%) Team Foundation Server
1 4 (3.70%) VSS/SourceSafe
2 2 (1.85%) Talend Open Studio
2 2 (1.85%) Visual Studio
3 1 (0.93%) LSMW
General
1 17 (15.74%) Finance
2 9 (8.33%) Marketing
3 4 (3.70%) Banking
4 2 (1.85%) German Language
4 2 (1.85%) Italian Language
4 2 (1.85%) Portuguese Language
4 2 (1.85%) Spanish Language
5 1 (0.93%) Advertising
5 1 (0.93%) Retail Banking
5 1 (0.93%) Telecoms
Job Titles
1 29 (26.85%) Architect
2 28 (25.93%) Developer
3 24 (22.22%) Data Architect
4 14 (12.96%) SAP Developer
5 12 (11.11%) DBA
6 11 (10.19%) Analyst
7 10 (9.26%) Enterprise Architect
8 9 (8.33%) Data Migration Developer
8 9 (8.33%) SQL DBA
9 8 (7.41%) Administrator
9 8 (7.41%) Business Developer
9 8 (7.41%) Business Intelligence Developer
10 7 (6.48%) Data Analyst
11 6 (5.56%) Business Intelligence Analyst
11 6 (5.56%) Consultant
11 6 (5.56%) Designer
12 5 (4.63%) Data Consultant
12 5 (4.63%) Data Governance Consultant
12 5 (4.63%) Enterprise Data Architect
12 5 (4.63%) Professional Services Consultant
Libraries, Frameworks & Software Standards
1 9 (8.33%) Web Services
1 9 (8.33%) XML
2 4 (3.70%) .NET
2 4 (3.70%) .NET Framework
2 4 (3.70%) ASP.NET
2 4 (3.70%) ASP.NET MVC
2 4 (3.70%) ASP.NET MVC 3
2 4 (3.70%) ASP.NET Web Forms
2 4 (3.70%) CSS
2 4 (3.70%) Entity Framework
2 4 (3.70%) HTML
2 4 (3.70%) HTML5
2 4 (3.70%) jQuery
2 4 (3.70%) KnockoutJS
2 4 (3.70%) LINQ
2 4 (3.70%) LINQ to SQL
2 4 (3.70%) Silverlight
2 4 (3.70%) SOAP
2 4 (3.70%) WCF
3 3 (2.78%) REST
Miscellaneous
1 27 (25.00%) Analytical Skills
2 15 (13.89%) Computer Science
3 8 (7.41%) Clustering
4 6 (5.56%) Management Information System
5 5 (4.63%) Replication
6 4 (3.70%) Algorithms
6 4 (3.70%) Enterprise Software
6 4 (3.70%) N-Tier
6 4 (3.70%) PMI
7 3 (2.78%) Greenfield Project
8 1 (0.93%) Cybercrime
8 1 (0.93%) Data Structures
8 1 (0.93%) Hybrid Cloud
8 1 (0.93%) Virtual Team
Operating Systems
1 12 (11.11%) Windows
2 4 (3.70%) Windows Server
3 1 (0.93%) Linux
3 1 (0.93%) Unix
Processes & Methodologies
1 55 (50.93%) Data Modelling
2 40 (37.04%) Business Intelligence
3 38 (35.19%) Data Management
4 35 (32.41%) ETL
5 34 (31.48%) Agile Software Development
6 32 (29.63%) Analytics
6 32 (29.63%) Data Governance
7 21 (19.44%) Master Data Management
8 17 (15.74%) Data Integration
9 15 (13.89%) Enterprise Architecture
9 15 (13.89%) Migration
9 15 (13.89%) Performance Tuning
10 14 (12.96%) Data Migration
11 13 (12.04%) Stakeholder Management
12 12 (11.11%) High Availability
13 11 (10.19%) Data Strategy
13 11 (10.19%) Project Management
14 10 (9.26%) ITIL
15 9 (8.33%) Data Conversion
15 9 (8.33%) TOGAF
Programming Languages
1 44 (40.74%) SQL
2 12 (11.11%) T-SQL
3 10 (9.26%) PL/SQL
4 8 (7.41%) Java
4 8 (7.41%) JavaScript
4 8 (7.41%) Python
5 4 (3.70%) C#
5 4 (3.70%) PowerShell
5 4 (3.70%) VB.NET
6 3 (2.78%) Scala
7 2 (1.85%) C
7 2 (1.85%) R
8 1 (0.93%) ABAP
8 1 (0.93%) Shell Script
Qualifications
1 25 (23.15%) Degree
2 13 (12.04%) Computer Science Degree
3 12 (11.11%) Microsoft Certification
4 8 (7.41%) MCDBA
4 8 (7.41%) MCSA
5 5 (4.63%) Security Cleared
6 4 (3.70%) PMI Certification
6 4 (3.70%) SC Cleared
7 1 (0.93%) APMP
Quality Assurance & Compliance
1 29 (26.85%) Data Quality
2 9 (8.33%) QA
3 2 (1.85%) COBIT
4 1 (0.93%) PMO
System Software
1 5 (4.63%) Firmware
2 4 (3.70%) Apache Flume
2 4 (3.70%) HDFS
Systems Management
1 8 (7.41%) Microsoft Clustering
2 5 (4.63%) Oozie
2 5 (4.63%) SCCM
2 5 (4.63%) SCOM
3 4 (3.70%) Nagios
4 2 (1.85%) Systems Management Server (SMS)
Vendors
1 24 (22.22%) Microsoft
2 21 (19.44%) Oracle
3 18 (16.67%) SAP
4 7 (6.48%) Tableau
5 5 (4.63%) Cloudera
5 5 (4.63%) RedGate
6 4 (3.70%) DevExpress
6 4 (3.70%) Telerik
7 3 (2.78%) Ab Initio
7 3 (2.78%) MuleSoft
8 2 (1.85%) IBM
8 2 (1.85%) Informatica
8 2 (1.85%) Talend
9 1 (0.93%) Google
9 1 (0.93%) Pega
9 1 (0.93%) Teradata