The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
England / East of England
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 222 224 283
Rank change year-on-year +2 +59  
Permanent jobs citing Data Architecture 33 30 10
As % of all permanent IT jobs advertised in the East of England 0.53% 0.44% 0.12%
As % of the Processes & Methodologies category 0.60% 0.50% 0.14%
Number of salaries quoted 20 20 9
Median salary £56,250 £50,000 £90,000
Median salary % change year-on-year +12.50% -44.44%  
90% offered a salary of more than £41,000 £49,500 £73,500
10% offered a salary of more than £87,500 £85,000 £96,000
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 the East of England with a requirement for process and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5461 5969 7107
As % of all permanent IT job vacancies advertised in the East of England 88.14% 87.71% 86.22%
Number of salaries quoted 4403 4998 5822
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Architecture
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England 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 the East of England

Data Architecture
Salary Trend in the East of England

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

Salary trend for Data Architecture in the East of England

Data Architecture
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Architecture in the East of England over the 3 months to 23 June 2017.

Salary histogram for Data Architecture in the East of England

Data Architecture
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the East of England region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bedfordshire +20 13 £57,500 +15.00% 2
Cambridgeshire -13 8 £41,000 -39.25%
Hertfordshire -7 5 - -
Suffolk +8 3 £67,500 - 1
Essex - 3 £87,500 -
Norfolk - 1 £32,500 -
Data Architecture
England

For the 6 months to 23 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 East of England region with a requirement for Data Architecture.

1 23 (44.23%) Business Intelligence
2 22 (42.31%) Data Warehouse
3 18 (34.62%) SQL Server
3 18 (34.62%) Data Modelling
4 17 (32.69%) ETL
4 17 (32.69%) Oracle
5 16 (30.77%) SQL
6 13 (25.00%) Enterprise Architecture
7 12 (23.08%) TOGAF
7 12 (23.08%) SQL Server Integration Services
8 11 (21.15%) SQL Server Reporting Services
8 11 (21.15%) Microsoft
8 11 (21.15%) Analytics
8 11 (21.15%) Analytical Skills
9 10 (19.23%) Stakeholder Management
10 9 (17.31%) Finance
10 9 (17.31%) Data Management
10 9 (17.31%) SQL Server Analysis Services
10 9 (17.31%) Microsoft Azure
10 9 (17.31%) IT Strategy
11 7 (13.46%) SAP
11 7 (13.46%) Data Integration
11 7 (13.46%) Relational Database
12 6 (11.54%) Data Analytics
12 6 (11.54%) Post-Production
12 6 (11.54%) Workflow
12 6 (11.54%) Agile Software Development
12 6 (11.54%) SaaS
12 6 (11.54%) Dimensional Modelling
12 6 (11.54%) BusinessObjects

Data Architecture
Co-occurring IT Skills in the East of England 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 4 (7.69%) OpenStack
2 3 (5.77%) Apache Spark
3 2 (3.85%) Oracle SOA Suite
Business Applications
1 6 (11.54%) SAP R/3
2 5 (9.62%) Oracle EBS
Cloud Services
1 9 (17.31%) Microsoft Azure
2 6 (11.54%) SaaS
3 5 (9.62%) Amazon AWS
4 1 (1.92%) Cloud Computing
Communications & Networking
1 3 (5.77%) Cisco ASA
1 3 (5.77%) LAN
1 3 (5.77%) PPP
1 3 (5.77%) VoIP
1 3 (5.77%) WAN
1 3 (5.77%) WLAN
2 1 (1.92%) Network Security
Database & Business Intelligence
1 22 (42.31%) Data Warehouse
2 18 (34.62%) SQL Server
3 12 (23.08%) SQL Server Integration Services
4 11 (21.15%) SQL Server Reporting Services
5 9 (17.31%) SQL Server Analysis Services
6 7 (13.46%) Relational Database
7 6 (11.54%) BusinessObjects
7 6 (11.54%) SAP BW
8 5 (9.62%) Big Data
9 4 (7.69%) Hadoop
10 3 (5.77%) NoSQL
11 2 (3.85%) Azure SQL Database
11 2 (3.85%) Biml
11 2 (3.85%) Business Intelligence Development Studio
11 2 (3.85%) Enterprise Data Warehouse
11 2 (3.85%) QlikView
11 2 (3.85%) SQL Server 2008
11 2 (3.85%) SQL Server 2012
11 2 (3.85%) SQL Server 2014
12 1 (1.92%) SAP HANA
Development Applications
1 2 (3.85%) SQL Server Management Studio (SSMS)
1 2 (3.85%) Visual Studio
2 1 (1.92%) Talend Open Studio
General
1 9 (17.31%) Finance
2 4 (7.69%) Banking
2 4 (7.69%) Legal
2 4 (7.69%) Pharmaceutical
3 1 (1.92%) Automotive
3 1 (1.92%) Publishing
Job Titles
1 26 (50.00%) Architect
2 17 (32.69%) Data Architect
3 8 (15.38%) Solutions Architect
4 6 (11.54%) Analyst
4 6 (11.54%) Business Intelligence Analyst
5 5 (9.62%) Administrator
5 5 (9.62%) DBA
5 5 (9.62%) Enterprise Architect
5 5 (9.62%) Integration Architect
6 4 (7.69%) AWS Consultant
6 4 (7.69%) Azure Consultant
6 4 (7.69%) Cloud Consultant
6 4 (7.69%) Consultant
6 4 (7.69%) Principal Consultant
7 3 (5.77%) CRM Solutions Architect
7 3 (5.77%) Data Manager
7 3 (5.77%) EAI Architect
7 3 (5.77%) ERP Architect
7 3 (5.77%) Middleware Architect
7 3 (5.77%) Network Engineer
Libraries, Frameworks & Software Standards
1 5 (9.62%) Web Services
2 3 (5.77%) Middleware
Miscellaneous
1 11 (21.15%) Analytical Skills
2 5 (9.62%) Enterprise Software
3 4 (7.69%) Hybrid Cloud
3 4 (7.69%) Public Cloud
4 3 (5.77%) Data Structures
5 2 (3.85%) Clustering
5 2 (3.85%) Replication
6 1 (1.92%) Greenfield Project
6 1 (1.92%) Management Information System
Operating Systems
1 2 (3.85%) Windows
1 2 (3.85%) Windows Server
Processes & Methodologies
1 23 (44.23%) Business Intelligence
2 18 (34.62%) Data Modelling
3 17 (32.69%) ETL
4 13 (25.00%) Enterprise Architecture
5 12 (23.08%) TOGAF
6 11 (21.15%) Analytics
7 10 (19.23%) Stakeholder Management
8 9 (17.31%) Data Management
8 9 (17.31%) IT Strategy
9 7 (13.46%) Data Integration
10 6 (11.54%) Agile Software Development
10 6 (11.54%) Data Analytics
10 6 (11.54%) Dimensional Modelling
10 6 (11.54%) Post-Production
10 6 (11.54%) Workflow
11 5 (9.62%) CRM
11 5 (9.62%) ERP
11 5 (9.62%) ITIL
11 5 (9.62%) Technical Architecture
11 5 (9.62%) Visualisation
Programming Languages
1 16 (30.77%) SQL
2 4 (7.69%) Java
2 4 (7.69%) Python
2 4 (7.69%) R
Qualifications
1 6 (11.54%) Microsoft Certification
2 4 (7.69%) AWS Certification
2 4 (7.69%) MCSD
2 4 (7.69%) MCSE
2 4 (7.69%) VCDX
3 3 (5.77%) CCNA
3 3 (5.77%) CCNP
3 3 (5.77%) Cisco Certification
3 3 (5.77%) ITIL Certification
4 1 (1.92%) PhD
Quality Assurance & Compliance
1 3 (5.77%) Data Quality
System Software
1 4 (7.69%) vCloud
1 4 (7.69%) VMware Infrastructure
Systems Management
1 4 (7.69%) vRealize
2 3 (5.77%) Cisco CUCM
2 3 (5.77%) FortiGate
3 2 (3.85%) Failover Clustering
3 2 (3.85%) Perfmon
Vendors
1 17 (32.69%) Oracle
2 11 (21.15%) Microsoft
3 7 (13.46%) SAP
4 6 (11.54%) Teradata
5 4 (7.69%) Computacenter
5 4 (7.69%) VMware
6 3 (5.77%) Avaya
6 3 (5.77%) Cisco
6 3 (5.77%) Meraki
6 3 (5.77%) webMethods
7 2 (3.85%) Tableau
8 1 (1.92%) MapR
8 1 (1.92%) Talend
Ipswich, Suffolk
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