The table below looks at the statistics for Data Architecture skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Data Architecture over the 3 months to 27 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Aug 2015
Same period 2014 Same period 2013
Data Architecture
Rank 425 471 490
Rank change year-on-year
+46 +19
Permanent jobs citing Data Architecture 577 510 416
As % of all permanent IT jobs located in England 0.57% 0.47% 0.41%
As % of the Processes & Methodologies category 0.68% 0.57% 0.50%
Number of salaries quoted 413 387 321
Average salary £67,500 £67,500 £66,000
Average salary % change year-on-year
- +2.27%
90% offered a salary of more than £45,000 £45,000 £45,000
10% offered a salary of more than £90,000 £90,000 £92,500
UK excluding London average salary £57,500 £60,000 £54,000
% change year-on-year
-4.16% +11.11%
Data Architecture
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
85389 90032 82506
As % of all permanent IT jobs located in England 85.08% 82.87% 81.62%
Number of salaries quoted 71013 72509 68224
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
90% offered a salary of more than £32,500 £31,250 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,250
% change year-on-year
+5.88% +3.03%

Data Architecture
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Data Architecture across the England region as a proportion of the total demand within the Processes & Methodologies category.

Data Architecture Jobs Demand Trend in England

Data Architecture
Salary Trend in England

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

Data Architecture Salary Trend in England

Data Architecture
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Architecture across the England region over the 3 months to 27 August 2015.

Data Architecture Salary Histogram in England

Data Architecture
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Architecture within the England region over the 3 months to 27 August 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +39 329 £75,000 +7.14% 28
South East +58 126 £57,500 -11.53% 4
Yorkshire +11 36 £60,000 - 4
West Midlands +14 31 £55,000 -31.25% 12
North West -17 23 £55,000 - 5
East Midlands +16 12 £51,000 -7.27%
South West -7 10 £45,000 -18.18% 5
East of England -2 6 £45,000 -43.75% 3
Midlands - 5 £71,250 -
North East - 1 - -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 27 August 2015, IT jobs across the England region citing Data Architecture also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Architecture.

1 527 (46.07%) Data Modelling
2 522 (45.63%) Finance
3 484 (42.31%) Business Intelligence
4 472 (41.26%) Data Warehouse
5 413 (36.10%) ETL
6 346 (30.24%) Oracle
7 344 (30.07%) Analytics
8 333 (29.11%) SQL
9 323 (28.23%) Data Management
10 284 (24.83%) Analytical Skills
11 258 (22.55%) Data Governance
12 247 (21.59%) Banking
13 245 (21.42%) SQL Server
14 244 (21.33%) Big Data
15 241 (21.07%) Data Integration
16 191 (16.70%) Degree
17 166 (14.51%) Microsoft
18 163 (14.25%) Agile Software Development
19 162 (14.16%) SAP
20 159 (13.90%) Data Analysis
21 157 (13.72%) Migration
22 152 (13.29%) Management Information System
23 149 (13.02%) Hadoop
24 142 (12.41%) Logical Data Model
25 141 (12.33%) TOGAF
26 136 (11.89%) Retail
27 133 (11.63%) Informatica
27 133 (11.63%) SQL Server Integration Services
28 128 (11.19%) Enterprise Architecture
28 128 (11.19%) Data Quality

Data Architecture
Top Related IT Skills in England by Category

For the 6 months to 27 August 2015, IT jobs across the England region citing Data Architecture also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Architecture. Up to 20 skills are shown per category.

Application Platforms
1 100 (8.74%) SAS
2 39 (3.41%) SharePoint
3 33 (2.88%) Apache Pig
4 18 (1.57%) CMS
5 15 (1.31%) FileNet
6 13 (1.14%) Oracle Workflow
7 11 (0.96%) Umbraco
8 10 (0.87%) IIS
9 9 (0.79%) Mule
10 8 (0.70%) nginx
11 7 (0.61%) Apache Solr
11 7 (0.61%) NetWeaver
11 7 (0.61%) Apache Spark
12 5 (0.44%) Mule ESB
12 5 (0.44%) Apache
13 4 (0.35%) SharePoint Server
13 4 (0.35%) BizTalk Server
13 4 (0.35%) Elasticsearch
14 2 (0.17%) Node.js
14 2 (0.17%) Adobe Experience Manager
Applications
1 101 (8.83%) MS Excel
2 42 (3.67%) PowerPivot
3 34 (2.97%) SPSS
4 25 (2.19%) MS Office
5 16 (1.40%) MS Visio
6 5 (0.44%) MS Project
7 2 (0.17%) MS PowerPoint
8 1 (0.087%) PrintSoft PReS
8 1 (0.087%) Gephi
Business Applications
1 43 (3.76%) SAP MDM
2 18 (1.57%) Dynamics CRM
3 10 (0.87%) Oracle EBS
4 9 (0.79%) SAP ERP
5 8 (0.70%) Oracle EBS R12
5 8 (0.70%) Oracle Applications
6 6 (0.52%) Oracle ERP
7 4 (0.35%) Cognos TM1
7 4 (0.35%) Cognos Planning
7 4 (0.35%) Oracle FAH
8 3 (0.26%) SAP Oil and Gas
8 3 (0.26%) Primavera
9 2 (0.17%) Markit EDM
9 2 (0.17%) Workday HCM
9 2 (0.17%) Scribe Insight
9 2 (0.17%) BigMachines
10 1 (0.087%) ACBS
10 1 (0.087%) thinkFolio
10 1 (0.087%) Loan IQ
10 1 (0.087%) Exchequer
Cloud Services
1 24 (2.10%) Microsoft Azure
2 23 (2.01%) Amazon AWS
3 21 (1.84%) SaaS
4 11 (0.96%) Google Analytics
5 8 (0.70%) Amazon EMR
6 7 (0.61%) GitHub
7 6 (0.52%) Azure Machine Learning
8 5 (0.44%) Adobe Analytics
9 3 (0.26%) Cloud Computing
10 2 (0.17%) Force.com
10 2 (0.17%) Amazon EC2
10 2 (0.17%) Amazon S3
10 2 (0.17%) PaaS
11 1 (0.087%) Office 365
11 1 (0.087%) IaaS
Communications & Networking
1 26 (2.27%) Internet
2 25 (2.19%) Firewall
3 23 (2.01%) SAN
4 21 (1.84%) NAS
5 4 (0.35%) LAN
5 4 (0.35%) WAN
6 2 (0.17%) HTTP
6 2 (0.17%) HTTPS
7 1 (0.087%) DHCP
7 1 (0.087%) Ethernet
7 1 (0.087%) FTP
7 1 (0.087%) F5 BIG-IP LTM
7 1 (0.087%) F5 BIG-IP GTM
Database & Business Intelligence
1 472 (41.26%) Data Warehouse
2 245 (21.42%) SQL Server
3 244 (21.33%) Big Data
4 149 (13.02%) Hadoop
5 133 (11.63%) SQL Server Integration Services
6 112 (9.79%) Oracle Database
7 98 (8.57%) Relational Database
8 87 (7.60%) SQL Server Reporting Services
9 82 (7.17%) BusinessObjects
10 80 (6.99%) SQL Server Analysis Services
11 75 (6.56%) Data Mining
12 69 (6.03%) Enterprise Data Warehouse
13 68 (5.94%) QlikView
14 63 (5.51%) RDBMS
15 53 (4.63%) Data Mart
16 50 (4.37%) OLAP
16 50 (4.37%) Apache Hive
17 46 (4.02%) Oracle ODI
18 44 (3.85%) Oracle Database 11g
19 40 (3.50%) NoSQL
Development Applications
1 77 (6.73%) ERwin
2 22 (1.92%) Talend Open Studio
3 18 (1.57%) PowerDesigner
4 11 (0.96%) Git (software)
5 10 (0.87%) JIRA
5 10 (0.87%) Hudson
6 9 (0.79%) Toad
7 8 (0.70%) Oracle Forms
7 8 (0.70%) Jenkins
8 7 (0.61%) Visual Studio
9 5 (0.44%) dbdeploy
10 4 (0.35%) Team Foundation Server
11 3 (0.26%) PowerBuilder
12 2 (0.17%) LSMW
12 2 (0.17%) SQL Server Management Studio (SSMS)
12 2 (0.17%) Oracle APEX
12 2 (0.17%) Maven
13 1 (0.087%) Subversion
13 1 (0.087%) Rational Rose
13 1 (0.087%) RequisitePro
General
1 522 (45.63%) Finance
2 247 (21.59%) Banking
3 136 (11.89%) Retail
4 65 (5.68%) Telecoms
5 52 (4.55%) Investment Banking
6 50 (4.37%) Legal
7 38 (3.32%) Financial Institution
8 29 (2.53%) Marketing
9 21 (1.84%) Retail Banking
10 18 (1.57%) Back Office
11 17 (1.49%) Publishing
12 12 (1.05%) Front Office
12 12 (1.05%) Pharmaceutical
13 11 (0.96%) Manufacturing
14 10 (0.87%) Law
15 8 (0.70%) Games
16 7 (0.61%) Advertising
17 6 (0.52%) Military
18 5 (0.44%) Automotive
19 4 (0.35%) Local Government
Job Titles
1 562 (49.13%) Architect
2 384 (33.57%) Data Architect
3 141 (12.33%) Consultant
4 136 (11.89%) Developer
5 112 (9.79%) Analyst
6 87 (7.60%) Enterprise Architect
7 69 (6.03%) Enterprise Data Architect
8 68 (5.94%) Solutions Architect
9 66 (5.77%) Data Manager
10 57 (4.98%) Data Analyst
11 52 (4.55%) Business Analyst
12 47 (4.11%) Data Consultant
13 46 (4.02%) Senior Developer
14 45 (3.93%) SAP Consultant
15 41 (3.58%) Oracle Developer
15 41 (3.58%) SAP MDM Consultant
16 39 (3.41%) Senior Analyst
17 36 (3.15%) Information Architect
18 34 (2.97%) Big Data Architect
19 27 (2.36%) Senior Manager
Libraries, Frameworks & Software Standards
1 74 (6.47%) .NET
2 71 (6.21%) Web Services
3 68 (5.94%) Middleware
4 58 (5.07%) XML
5 35 (3.06%) JMS
6 27 (2.36%) HTML
7 24 (2.10%) Oracle Fusion
8 18 (1.57%) Kafka
8 18 (1.57%) ASP.NET
9 17 (1.49%) WS-I
9 17 (1.49%) XBRL
9 17 (1.49%) .NET Framework
10 14 (1.22%) REST
11 13 (1.14%) SOAP
11 13 (1.14%) CSS
12 12 (1.05%) Spring
13 11 (0.96%) JSP
13 11 (0.96%) Akka
13 11 (0.96%) Java EE
14 10 (0.87%) HTML5
Miscellaneous
1 284 (24.83%) Analytical Skills
2 241 (21.07%) Data Integration
3 152 (13.29%) Management Information System
4 93 (8.13%) Computer Science
5 74 (6.47%) Data Structures
6 60 (5.24%) Visualisation
7 52 (4.55%) Data Centre
8 42 (3.67%) Mathematics
9 40 (3.50%) Taxonomies
10 31 (2.71%) Replication
11 22 (1.92%) Reference Data
11 22 (1.92%) Enterprise Storage
12 18 (1.57%) Enterprise Software
13 17 (1.49%) Statistics
14 15 (1.31%) Online Banking
15 12 (1.05%) N-Tier
16 11 (0.96%) Clustering
16 11 (0.96%) Mobile App
17 10 (0.87%) Derivative
17 10 (0.87%) Data Conversion
Operating Systems
1 86 (7.52%) Linux
2 54 (4.72%) UNIX
2 54 (4.72%) Windows
3 24 (2.10%) Solaris
4 20 (1.75%) Oracle Linux
5 1 (0.087%) AIX
5 1 (0.087%) Windows Server 2003
5 1 (0.087%) Android
5 1 (0.087%) Red Hat Enterprise Linux
Processes & Methodologies
1 527 (46.07%) Data Modelling
2 484 (42.31%) Business Intelligence
3 413 (36.10%) ETL
4 344 (30.07%) Analytics
5 323 (28.23%) Data Management
6 258 (22.55%) Data Governance
7 163 (14.25%) Agile Software Development
8 159 (13.90%) Data Analysis
9 157 (13.72%) Migration
10 142 (12.41%) Logical Data Model
11 141 (12.33%) TOGAF
12 128 (11.19%) Enterprise Architecture
12 128 (11.19%) Master Data Management
13 116 (10.14%) Information Management
14 111 (9.70%) Data Migration
15 109 (9.53%) Data Analytics
16 103 (9.00%) Stakeholder Management
17 102 (8.92%) Business Development
18 100 (8.74%) Business Analysis
19 94 (8.22%) Mentoring
Programming Languages
1 333 (29.11%) SQL
2 83 (7.26%) Java
3 63 (5.51%) T-SQL
4 49 (4.28%) C#
4 49 (4.28%) PL/SQL
5 31 (2.71%) R
6 26 (2.27%) JavaScript
7 25 (2.19%) C
8 22 (1.92%) Python
9 16 (1.40%) VBA
10 15 (1.31%) C++
11 11 (0.96%) Perl
11 11 (0.96%) Scala
12 7 (0.61%) Groovy
12 7 (0.61%) Shell Script
12 7 (0.61%) VB.NET
13 6 (0.52%) VB
14 5 (0.44%) MATLAB
15 3 (0.26%) PHP
16 2 (0.17%) Ruby
Qualifications
1 191 (16.70%) Degree
2 28 (2.45%) Oracle Certification
3 22 (1.92%) Security Cleared
4 21 (1.84%) OCP
5 9 (0.79%) Siebel Certification
6 8 (0.70%) Microsoft Certification
6 8 (0.70%) PhD
7 5 (0.44%) PMP
7 5 (0.44%) PMI Certification
8 4 (0.35%) MCSE
9 3 (0.26%) PRINCE2 Practitioner
9 3 (0.26%) Chartered Engineer
10 2 (0.17%) CITP
10 2 (0.17%) HNC
10 2 (0.17%) HND
10 2 (0.17%) Cisco Certification
10 2 (0.17%) ITIL Certification
10 2 (0.17%) PRINCE2 Certification
11 1 (0.087%) A+ Certification
11 1 (0.087%) CISA
Quality Assurance & Compliance
1 128 (11.19%) Data Quality
2 63 (5.51%) QA
3 28 (2.45%) EMIR
4 25 (2.19%) MiFID
5 22 (1.92%) CRD IV
6 12 (1.05%) Solvency II
6 12 (1.05%) ISO 9001
7 11 (0.96%) ISO/IEC 27001
7 11 (0.96%) SLA
8 8 (0.70%) Sarbanes-Oxley
9 7 (0.61%) Dodd-Frank
10 3 (0.26%) Basel II
10 3 (0.26%) COBIT
11 2 (0.17%) GxP
11 2 (0.17%) TickIT
12 1 (0.087%) FATCA
12 1 (0.087%) ISO/IEC 20000
12 1 (0.087%) Basel III
System Software
1 29 (2.53%) Active Directory
2 27 (2.36%) VMware Infrastructure
3 16 (1.40%) VMware ESX
4 8 (0.70%) HDFS
5 7 (0.61%) Oracle RAC
6 6 (0.52%) GPFS
7 2 (0.17%) XenApp
7 2 (0.17%) XenServer
7 2 (0.17%) XenDesktop
7 2 (0.17%) Docker
8 1 (0.087%) GridGain
Systems Management
1 10 (0.87%) Puppet
2 9 (0.79%) Opscode Chef
3 7 (0.61%) Oracle RMAN
4 5 (0.44%) Tivoli Storage Manager
4 5 (0.44%) Nagios
4 5 (0.44%) Oozie
4 5 (0.44%) Capistrano
4 5 (0.44%) Hadoop YARN
5 4 (0.35%) Oracle EDQ
6 2 (0.17%) Oracle ZFS
6 2 (0.17%) Data Guard
7 1 (0.087%) EMC NetWorker
Vendors
1 346 (30.24%) Oracle
2 166 (14.51%) Microsoft
3 162 (14.16%) SAP
4 133 (11.63%) Informatica
5 125 (10.93%) Teradata
6 103 (9.00%) Tableau
7 99 (8.65%) IBM
8 72 (6.29%) Cognos
9 59 (5.16%) Ab Initio
10 40 (3.50%) Netezza
11 29 (2.53%) Trillium
12 27 (2.36%) VMware
13 26 (2.27%) MicroStrategy
14 22 (1.92%) Talend
15 15 (1.31%) DataFlux
16 13 (1.14%) Hyperion
16 13 (1.14%) Siebel
17 12 (1.05%) Cloudera
18 11 (0.96%) Google
18 11 (0.96%) Sybase
Manchester, Lancashire
ANSON MCCADE
Salary: £30, 000 - £65,000
Posted: 11 hours ago
Central London / West End
ANSON MCCADE
Salary: £30, 000 - £65,000
Posted: 11 hours ago
London
Informatiq Consulting
Salary: £70000 - £100000 per annum + excellent benefits
Posted: 14 hours ago
City, London
Staffworx Ltd
Salary: From £85,000 to £100,000 per annum six figure salary, bonus, exec bens
Posted: 17 hours ago
London
Informatiq Consulting
Salary: £75000 - £120000 per annum + car allowance, bonus
Posted: Yesterday
London
Informatiq Consulting
Salary: £45000 - £75000 per annum + excellent benefits
Posted: Yesterday
Bristol Area
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: Yesterday
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: Yesterday
London
TEKsystems
Salary: £90000 - £110000 per annum + brilliant bonuses and benefits
Posted: Yesterday
Bracknell, Berkshire
People Source Consulting
Salary: £60000 - £65000 per annum + Bonus & Benefits
Posted: Yesterday
City, London
Hays Finance Technology
Salary: £60000.00 - £95000.00 per annum
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: Up to £70k + Bonus
Posted: 2 days ago
Merseyside
Rullion IT Plus
Posted: 3 days ago
London
Mortimer Spinks
Salary: £40000 - £70000 per annum + excellent Bonus Pension
Posted: 6 days ago
London
set2recruit
Salary: From £50,000 to £80,000 per annum
Posted: 6 days ago
London
PwC
Salary: Competitive plus benefits
Posted: 14 days ago
London
PwC
Salary: Competitive plus benefits
Posted: 14 days ago
Bristol, Avon
PwC
Salary: Competitive plus benefits
Posted: 14 days ago