Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
England > East of England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 315 305 353
Rank change year-on-year -10 +48 -15
Permanent jobs citing Data Architecture 44 61 41
As % of all permanent IT jobs advertised in the East of England 0.36% 0.46% 0.27%
As % of the Processes & Methodologies category 0.41% 0.52% 0.31%
Number of salaries quoted 35 53 39
East of England median annual salary £59,000 £70,000 £72,500
Median salary % change year-on-year -15.71% -3.45% -9.38%
10th Percentile £42,050 £38,500 £42,500
90th Percentile £78,000 £87,500 £87,500
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 East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10609 11704 13300
As % of all permanent IT jobs advertised in the East of England 88.00% 88.59% 87.21%
Number of salaries quoted 8613 9643 10938
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +4.65%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £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 East of England

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

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 6 months to 23 November 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 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
Bedfordshire +25 16 £62,500 -26.47% 2
Essex +19 14 £59,500 +8.18%
Suffolk +17 5 £50,000 -10.71%
Cambridgeshire -19 5 £45,000 -21.74% 1
Hertfordshire -18 3 £50,000 -33.33% 1
Norfolk +13 1 £42,500 -24.11%
Data Architecture
England

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 East of England region with a requirement for Data Architecture.

1 24 (54.55%) Data Warehouse
2 23 (52.27%) Business Intelligence
3 17 (38.64%) Analytical Skills
4 16 (36.36%) Big Data
5 15 (34.09%) SQL Server Integration Services
5 15 (34.09%) Visualisation
6 14 (31.82%) Hadoop
6 14 (31.82%) SQL Server
7 13 (29.55%) Data Modelling
8 12 (27.27%) ETL
9 11 (25.00%) Relational Database
10 10 (22.73%) Tableau
10 10 (22.73%) Analytics
10 10 (22.73%) Semantic Layer
10 10 (22.73%) Publishing
10 10 (22.73%) Microsoft
10 10 (22.73%) SQL
11 9 (20.45%) SQL Server Reporting Services
12 8 (18.18%) Stakeholder Management
12 8 (18.18%) SQL Server Analysis Services
12 8 (18.18%) Data Visualisation
13 7 (15.91%) Enterprise Architecture
13 7 (15.91%) CRM
14 6 (13.64%) E-Commerce
14 6 (13.64%) ITIL
14 6 (13.64%) TOGAF
14 6 (13.64%) Microsoft Azure
15 5 (11.36%) Technical Architecture
15 5 (11.36%) Data Management
15 5 (11.36%) Legal

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 3 (6.82%) Apache Spark
2 1 (2.27%) Apache Solr
2 1 (2.27%) Elasticsearch
Applications
1 2 (4.55%) Microsoft Excel
Business Applications
1 1 (2.27%) Dynamics CRM
Cloud Services
1 6 (13.64%) Microsoft Azure
2 5 (11.36%) SaaS
3 4 (9.09%) Oracle Service Cloud
4 1 (2.27%) Amazon AWS
4 1 (2.27%) IBM Blueworks
Communications & Networking
1 3 (6.82%) Cisco ASA
1 3 (6.82%) LAN
1 3 (6.82%) VoIP
1 3 (6.82%) WAN
1 3 (6.82%) WLAN
2 2 (4.55%) Network Security
3 1 (2.27%) PPP
3 1 (2.27%) SAN
Database & Business Intelligence
1 24 (54.55%) Data Warehouse
2 16 (36.36%) Big Data
3 15 (34.09%) SQL Server Integration Services
4 14 (31.82%) Hadoop
4 14 (31.82%) SQL Server
5 11 (25.00%) Relational Database
6 10 (22.73%) Semantic Layer
7 9 (20.45%) SQL Server Reporting Services
8 8 (18.18%) SQL Server Analysis Services
9 3 (6.82%) NoSQL
10 2 (4.55%) Azure SQL Database
10 2 (4.55%) IBM InfoSphere
10 2 (4.55%) SQL Server 2008
11 1 (2.27%) Apache Cassandra
11 1 (2.27%) Business Intelligence Development Studio
11 1 (2.27%) Kalido
11 1 (2.27%) PostgreSQL
11 1 (2.27%) RDBMS
11 1 (2.27%) Redis
11 1 (2.27%) SQL Server 2012
Development Applications
1 1 (2.27%) SQL Server Management Studio (SSMS)
1 1 (2.27%) Talend Open Studio
1 1 (2.27%) Visual Studio
General
1 10 (22.73%) Publishing
2 5 (11.36%) Legal
3 4 (9.09%) Automotive
4 3 (6.82%) Finance
4 3 (6.82%) Pharmaceutical
5 2 (4.55%) Marketing
Job Titles
1 14 (31.82%) Analyst
1 14 (31.82%) Architect
2 12 (27.27%) Business Analyst
3 10 (22.73%) Business Intelligence Analyst
3 10 (22.73%) Business Intelligence Business Analyst
3 10 (22.73%) Business Intelligence Specialist
4 9 (20.45%) Data Architect
5 8 (18.18%) Tableau Specialist
6 5 (11.36%) Data Analyst
7 4 (9.09%) Administrator
7 4 (9.09%) Cloud Architect
7 4 (9.09%) Data Business Analyst
7 4 (9.09%) DBA
7 4 (9.09%) ERP Architect
7 4 (9.09%) Integration Architect
7 4 (9.09%) Network Engineer
7 4 (9.09%) SaaS Architect
7 4 (9.09%) Systems Integration Architect
8 3 (6.82%) Enterprise Information Architect
8 3 (6.82%) Information Security Architect
Libraries, Frameworks & Software Standards
1 1 (2.27%) DBIx::Class
1 1 (2.27%) Lucene
1 1 (2.27%) SQLAlchemy
1 1 (2.27%) Web Services
1 1 (2.27%) Xapian
Miscellaneous
1 17 (38.64%) Analytical Skills
2 4 (9.09%) Data Structures
3 2 (4.55%) Management Information System
3 2 (4.55%) NHS
4 1 (2.27%) Clustering
4 1 (2.27%) Computer Science
4 1 (2.27%) Life Science
4 1 (2.27%) Reference Data
4 1 (2.27%) Replication
Operating Systems
1 2 (4.55%) Windows
2 1 (2.27%) Linux
2 1 (2.27%) Unix
2 1 (2.27%) Windows Server
2 1 (2.27%) Windows Server 2008
2 1 (2.27%) Windows Server 2012
Processes & Methodologies
1 23 (52.27%) Business Intelligence
2 15 (34.09%) Visualisation
3 13 (29.55%) Data Modelling
4 12 (27.27%) ETL
5 10 (22.73%) Analytics
6 8 (18.18%) Data Visualisation
6 8 (18.18%) Stakeholder Management
7 7 (15.91%) CRM
7 7 (15.91%) Enterprise Architecture
8 6 (13.64%) E-Commerce
8 6 (13.64%) ITIL
8 6 (13.64%) TOGAF
9 5 (11.36%) Data Management
9 5 (11.36%) Technical Architecture
10 4 (9.09%) Data Analysis
10 4 (9.09%) Data Governance
10 4 (9.09%) ERP
10 4 (9.09%) Network Architecture
10 4 (9.09%) PRINCE2
10 4 (9.09%) SOA
Programming Languages
1 10 (22.73%) SQL
2 4 (9.09%) T-SQL
3 1 (2.27%) Bash Shell
3 1 (2.27%) Java
3 1 (2.27%) Perl
3 1 (2.27%) Python
Qualifications
1 3 (6.82%) CCNA
1 3 (6.82%) CCNP
1 3 (6.82%) Cisco Certification
1 3 (6.82%) ITIL Certification
2 1 (2.27%) Degree
2 1 (2.27%) ISEB
2 1 (2.27%) Microsoft Certification
2 1 (2.27%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 5 (11.36%) Data Quality
2 3 (6.82%) QA
3 2 (4.55%) GDPR
System Software
1 1 (2.27%) Hyper-V
1 1 (2.27%) Oracle RAC
1 1 (2.27%) VMware Infrastructure
Systems Management
1 3 (6.82%) Cisco CUCM
1 3 (6.82%) FortiGate
2 2 (4.55%) Failover Clustering
3 1 (2.27%) Ansible
3 1 (2.27%) Packer
3 1 (2.27%) Perfmon
3 1 (2.27%) Systems Management Server (SMS)
Vendors
1 10 (22.73%) Microsoft
1 10 (22.73%) Tableau
2 3 (6.82%) Avaya
2 3 (6.82%) Cisco
2 3 (6.82%) Meraki
3 2 (4.55%) MicroStrategy
3 2 (4.55%) Oracle
4 1 (2.27%) IBM
4 1 (2.27%) Informatica
4 1 (2.27%) MapR
4 1 (2.27%) Talend
4 1 (2.27%) Trillium
4 1 (2.27%) VMware