The table below looks at the statistics for Data Architecture skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Data Architecture over the 3 months to 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
Data Architecture
Rank 461 480 512
Rank change year-on-year
+19 +32
Permanent jobs citing Data Architecture 583 532 481
As % of all permanent IT jobs located in the UK 0.58% 0.50% 0.46%
As % of the Processes & Methodologies category 0.66% 0.59% 0.54%
Number of salaries quoted 490 415 359
Average salary £70,000 £65,000 £75,000
Average salary % change year-on-year
+7.69% -13.33%
90% offered a salary of more than £47,500 £43,000 £45,000
10% offered a salary of more than £90,000 £85,000 £107,500
UK excluding London average salary £62,500 £60,000 £65,000
% change year-on-year
+4.16% -7.69%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
87935 90766 89428
As % of all permanent IT jobs located in the UK 86.82% 85.27% 84.97%
Number of salaries quoted 72987 74501 71137
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £75,000 £72,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Architecture
Jobs Demand Trend

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

Data Architecture Jobs Demand Trend in the UK

Data Architecture
Salary Trend

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

Data Architecture Salary Trend in the UK

Data Architecture
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Architecture over the 3 months to 10 February 2016 within the UK.

Data Architecture Salary Histogram in the UK

Data Architecture
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Architecture within the UK over the 3 months to 10 February 2016. 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
England +49 569 £70,000 +7.69% 74
London +51 336 £75,000 +7.14% 46
South East +3 91 £62,500 - 5
City of London +73 75 £75,000 +15.38% 16
Yorkshire +31 43 £56,750 +3.18% 3
Berkshire +21 40 £50,000 -25.92% 2
West Yorkshire +14 37 £56,000 +6.66% 2
Leeds +29 35 £56,000 +1.81% 2
West Midlands +4 33 £58,500 +37.64% 9
Reading +30 27 £48,500 -25.38%
East of England +9 23 £72,500 - 2
South West -34 18 £37,500 -12.79% 4
Surrey -19 17 £67,500 +12.50%
East Midlands +10 13 £52,500 +22.09% 3
Egham +4 12 - -
Buckinghamshire +4 10 £62,500 -1.96% 1
Birmingham +3 10 £47,500 +11.76% 3
North West +18 9 £60,000 -1.98% 1
Hampshire +12 9 £65,000 -7.14%
Northamptonshire +7 9 £52,500 - 1
West Sussex -1 9 £70,000 +7.69% 2
Scotland -4 9 £57,000 -12.30% 1
Solihull - 8 £64,000 - 1
Bedfordshire +2 7 £72,500 +1.75%
Hertfordshire 0 7 £80,000 - 1
Northampton - 7 £52,500 - 1
High Wycombe - 7 £62,500 -
Swindon +5 6 £70,000 +21.73% 1
Wiltshire +4 6 £70,000 +21.73% 1
Coventry -3 6 £63,750 +27.50%

Data Architecture
Top 30 Related IT Skills

For the 6 months to 10 February 2016, IT jobs within the UK 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.

1 519 (44.13%) Data Modelling
2 518 (44.05%) Business Intelligence
3 477 (40.56%) Data Warehouse
4 389 (33.08%) Finance
5 380 (32.31%) ETL
6 360 (30.61%) SQL
7 349 (29.68%) Analytics
8 335 (28.49%) Data Management
9 320 (27.21%) Oracle
10 273 (23.21%) Analytical Skills
11 272 (23.13%) SQL Server
12 270 (22.96%) Data Governance
13 267 (22.70%) Big Data
14 251 (21.34%) Data Integration
15 239 (20.32%) Data Quality
16 216 (18.37%) Degree
17 212 (18.03%) Microsoft
18 167 (14.20%) Master Data Management
19 164 (13.95%) SOA
20 162 (13.78%) Management Information System
20 162 (13.78%) Retail
21 160 (13.61%) Data Analytics
22 159 (13.52%) Enterprise Architecture
23 158 (13.44%) Data Analysis
24 153 (13.01%) TOGAF
25 152 (12.93%) Hadoop
26 147 (12.50%) SQL Server Integration Services
27 146 (12.41%) Agile Software Development
28 144 (12.24%) Stakeholder Management
29 137 (11.65%) Logical Data Model

Data Architecture
Top Related IT Skills by Category

For the 6 months to 10 February 2016, IT jobs within the UK 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
1 112 (9.52%) SAS
2 41 (3.49%) Apache Spark
3 37 (3.15%) SharePoint
4 30 (2.55%) Apache Pig
5 22 (1.87%) BizTalk Server
6 13 (1.11%) IIS
7 11 (0.94%) Node.js
8 9 (0.77%) Elasticsearch
9 7 (0.60%) CMS
10 6 (0.51%) FileNet
11 5 (0.43%) SharePoint Server
12 4 (0.34%) SharePoint 2010
13 3 (0.26%) Apache
13 3 (0.26%) WebLogic
14 2 (0.17%) Documentum
14 2 (0.17%) Kentico
14 2 (0.17%) WebSphere
15 1 (0.085%) Apache Solr
15 1 (0.085%) Tomcat
Applications
1 100 (8.50%) MS Excel
2 53 (4.51%) SPSS
3 18 (1.53%) MS Office
4 15 (1.28%) MS Visio
5 5 (0.43%) PrintSoft PReS
6 3 (0.26%) MS PowerPoint
7 2 (0.17%) MS Project
7 2 (0.17%) S-PLUS
Business Applications
1 26 (2.21%) SAP MDM
2 14 (1.19%) Oracle EBS
3 13 (1.11%) Dynamics CRM
3 13 (1.11%) Markit EDM
4 12 (1.02%) SAP Oil and Gas
5 9 (0.77%) thinkFolio
6 8 (0.68%) Oracle FAH
6 8 (0.68%) SAP Bank Analyzer
7 7 (0.60%) Eagle PACE
7 7 (0.60%) SAP ERP
8 5 (0.43%) PlanetPress Connect
9 4 (0.34%) LatentZero
9 4 (0.34%) Oracle Procure-to-Pay
10 3 (0.26%) Maximo
10 3 (0.26%) Oracle Retail
11 2 (0.17%) SAP CRM
11 2 (0.17%) SAP PM
12 1 (0.085%) SAP R/3
Cloud Services
1 31 (2.64%) Amazon AWS
2 21 (1.79%) SaaS
3 10 (0.85%) IaaS
4 9 (0.77%) Cloud Computing
5 8 (0.68%) Microsoft Azure
5 8 (0.68%) PaaS
6 6 (0.51%) Force.com
7 5 (0.43%) Office 365
8 4 (0.34%) Amazon EC2
8 4 (0.34%) Amazon EMR
9 2 (0.17%) Amazon S3
10 1 (0.085%) GitHub
10 1 (0.085%) Google Cloud Platform
Communications & Networking
1 31 (2.64%) Internet
2 15 (1.28%) SAN
3 11 (0.94%) Firewall
4 10 (0.85%) LAN
5 8 (0.68%) FTP
5 8 (0.68%) NAS
6 7 (0.60%) Ethernet
6 7 (0.60%) VLAN
7 6 (0.51%) Intranet
7 6 (0.51%) WAN
8 5 (0.43%) Wi-Fi
9 4 (0.34%) WLAN
10 3 (0.26%) F5 BIG-IP GTM
10 3 (0.26%) F5 BIG-IP LTM
10 3 (0.26%) HTTP
10 3 (0.26%) VoIP
10 3 (0.26%) Wireless
11 2 (0.17%) DNS
11 2 (0.17%) PuTTY
11 2 (0.17%) Telnet
Database & Business Intelligence
1 477 (40.56%) Data Warehouse
2 272 (23.13%) SQL Server
3 267 (22.70%) Big Data
4 152 (12.93%) Hadoop
5 147 (12.50%) SQL Server Integration Services
6 122 (10.37%) Relational Database
7 106 (9.01%) NoSQL
8 93 (7.91%) BusinessObjects
9 87 (7.40%) SQL Server Reporting Services
10 73 (6.21%) RDBMS
11 69 (5.87%) QlikView
12 67 (5.70%) Data Mining
13 59 (5.02%) Enterprise Data Warehouse
13 59 (5.02%) Oracle Database
13 59 (5.02%) SQL Server Analysis Services
14 53 (4.51%) Oracle ODI
15 52 (4.42%) Data Mart
16 51 (4.34%) Oracle BI EE
17 50 (4.25%) SQL Server 2008
18 41 (3.49%) Apache Hive
Development Applications
1 71 (6.04%) ERwin
2 19 (1.62%) PowerDesigner
3 16 (1.36%) Talend Open Studio
3 16 (1.36%) Toad
4 9 (0.77%) Jenkins
4 9 (0.77%) Team Foundation Server
5 6 (0.51%) dbdeploy
5 6 (0.51%) Visual Studio
6 5 (0.43%) Git (software)
6 5 (0.43%) Subversion
7 3 (0.26%) Atlassian Bamboo
7 3 (0.26%) Gradle
7 3 (0.26%) Maven
8 2 (0.17%) MSBuild
8 2 (0.17%) MSTest
8 2 (0.17%) SQL Server Management Studio (SSMS)
9 1 (0.085%) Fiddler
9 1 (0.085%) Hudson
9 1 (0.085%) JIRA
9 1 (0.085%) ReSharper
General
1 389 (33.08%) Finance
2 162 (13.78%) Retail
3 128 (10.88%) Banking
4 63 (5.36%) Telecoms
5 54 (4.59%) Marketing
6 42 (3.57%) Legal
7 41 (3.49%) Investment Banking
8 40 (3.40%) Manufacturing
9 31 (2.64%) Pharmaceutical
10 27 (2.30%) Back Office
10 27 (2.30%) Retail Banking
11 24 (2.04%) Publishing
12 22 (1.87%) Automotive
12 22 (1.87%) Financial Institution
12 22 (1.87%) Front Office
13 18 (1.53%) Law
14 12 (1.02%) Electronics
15 11 (0.94%) Games
16 9 (0.77%) Advertising
16 9 (0.77%) Billing
Job Titles
1 616 (52.38%) Architect
2 430 (36.56%) Data Architect
3 133 (11.31%) Consultant
4 112 (9.52%) Developer
5 88 (7.48%) Enterprise Architect
6 80 (6.80%) Data Consultant
7 79 (6.72%) Business Intelligence Architect
8 66 (5.61%) Solutions Architect
9 60 (5.10%) Analyst
10 59 (5.02%) Data Manager
11 55 (4.68%) Information Architect
12 54 (4.59%) Enterprise Data Architect
13 49 (4.17%) Big Data Architect
14 42 (3.57%) Integration Architect
15 35 (2.98%) Senior Developer
16 34 (2.89%) Data Warehouse Architect
16 34 (2.89%) ETL Architect
17 33 (2.81%) Data Scientist
18 32 (2.72%) Head of Architecture
18 32 (2.72%) SQL Developer
Libraries, Frameworks & Software Standards
1 106 (9.01%) .NET
2 62 (5.27%) Web Services
3 52 (4.42%) XML
4 50 (4.25%) Middleware
5 37 (3.15%) HTML
6 34 (2.89%) CSS
7 32 (2.72%) .NET Framework
8 25 (2.13%) SOAP
9 24 (2.04%) ASP.NET
9 24 (2.04%) Kafka
9 24 (2.04%) REST
10 22 (1.87%) MDX
11 18 (1.53%) JMS
12 16 (1.36%) XSD
13 15 (1.28%) JSON
13 15 (1.28%) XML Schema
14 14 (1.19%) Oracle GoldenGate
15 11 (0.94%) ActiveMQ
15 11 (0.94%) AngularJS
16 10 (0.85%) XSLT
Miscellaneous
1 273 (23.21%) Analytical Skills
2 251 (21.34%) Data Integration
3 162 (13.78%) Management Information System
4 124 (10.54%) Computer Science
5 113 (9.61%) Data Structures
6 50 (4.25%) Visualisation
7 46 (3.91%) Mobile App
8 38 (3.23%) Statistics
9 37 (3.15%) Smart Meter
9 37 (3.15%) Taxonomies
10 31 (2.64%) Mathematics
11 28 (2.38%) Algorithms
11 28 (2.38%) Replication
12 23 (1.96%) Data Centre
12 23 (1.96%) FMCG
13 22 (1.87%) Reference Data
14 19 (1.62%) N-Tier
15 16 (1.36%) Data Extraction
16 14 (1.19%) Derivative
16 14 (1.19%) Enterprise Software
Operating Systems
1 57 (4.85%) Unix
2 52 (4.42%) Windows
3 43 (3.66%) Linux
4 9 (0.77%) Windows 7
5 4 (0.34%) Android
6 3 (0.26%) AIX
6 3 (0.26%) Red Hat Enterprise Linux
6 3 (0.26%) Windows Server 2003
7 2 (0.17%) Apple iOS
7 2 (0.17%) Oracle Linux
7 2 (0.17%) Solaris
7 2 (0.17%) Windows Server
8 1 (0.085%) CentOS
8 1 (0.085%) Mac OS X
8 1 (0.085%) Windows 8
8 1 (0.085%) Windows Server 2008
8 1 (0.085%) Windows Server 2012
Processes & Methodologies
1 519 (44.13%) Data Modelling
2 518 (44.05%) Business Intelligence
3 380 (32.31%) ETL
4 349 (29.68%) Analytics
5 335 (28.49%) Data Management
6 270 (22.96%) Data Governance
7 167 (14.20%) Master Data Management
8 164 (13.95%) SOA
9 160 (13.61%) Data Analytics
10 159 (13.52%) Enterprise Architecture
11 158 (13.44%) Data Analysis
12 153 (13.01%) TOGAF
13 146 (12.41%) Agile Software Development
14 144 (12.24%) Stakeholder Management
15 137 (11.65%) Logical Data Model
16 121 (10.29%) SDLC
17 99 (8.42%) Information Management
18 98 (8.33%) Business Analysis
18 98 (8.33%) Information Architecture
18 98 (8.33%) Physical Data Model
Programming Languages
1 360 (30.61%) SQL
2 74 (6.29%) Java
3 62 (5.27%) Python
4 61 (5.19%) T-SQL
5 51 (4.34%) R
6 50 (4.25%) C#
7 31 (2.64%) C++
8 30 (2.55%) C
9 28 (2.38%) JavaScript
10 27 (2.30%) PL/SQL
11 26 (2.21%) Shell Script
12 21 (1.79%) VB.NET
13 17 (1.45%) Scala
14 14 (1.19%) MATLAB
15 13 (1.11%) Perl
16 11 (0.94%) PHP
16 11 (0.94%) Ruby
17 10 (0.85%) Clojure
18 7 (0.60%) VB
19 6 (0.51%) PowerShell
Qualifications
1 216 (18.37%) Degree
2 24 (2.04%) Microsoft Certification
3 21 (1.79%) CITP
4 19 (1.62%) Security Cleared
5 14 (1.19%) PhD
6 13 (1.11%) DV Cleared
6 13 (1.11%) MBA
7 10 (0.85%) PMI Certification
7 10 (0.85%) SAS Certification
8 8 (0.68%) MCDBA
8 8 (0.68%) PMP
9 7 (0.60%) MCSD
9 7 (0.60%) Microsoft Certified Architect
10 6 (0.51%) A+ Certification
10 6 (0.51%) Network+ Certification
11 5 (0.43%) SC Cleared
12 4 (0.34%) Postgraduate
12 4 (0.34%) PRINCE2 Practitioner
13 3 (0.26%) Oracle Certification
14 2 (0.17%) MCSE
Quality Assurance & Compliance
1 239 (20.32%) Data Quality
2 77 (6.55%) QA
3 13 (1.11%) ISO 9001
4 12 (1.02%) CRD IV
5 11 (0.94%) Solvency II
6 10 (0.85%) EMIR
6 10 (0.85%) TickIT
7 9 (0.77%) Sarbanes-Oxley
8 7 (0.60%) SEPA
9 6 (0.51%) ISO/IEC 27001
9 6 (0.51%) SLA
10 5 (0.43%) COBIT
10 5 (0.43%) MiFID
11 3 (0.26%) Dodd-Frank
11 3 (0.26%) PCI DSS
12 2 (0.17%) ISO/IEC 20000
System Software
1 5 (0.43%) Active Directory
1 5 (0.43%) Oracle RAC
1 5 (0.43%) VMware Infrastructure
2 4 (0.34%) Apache Flume
3 3 (0.26%) Docker
3 3 (0.26%) HDFS
4 2 (0.17%) Apache ZooKeeper
4 2 (0.17%) VMware ESX
Systems Management
1 4 (0.34%) Ansible
1 4 (0.34%) Opscode Chef
1 4 (0.34%) Oracle EDQ
1 4 (0.34%) Puppet
2 3 (0.26%) Control-M
3 2 (0.17%) Kubernetes
3 2 (0.17%) Mesos
3 2 (0.17%) Oozie
4 1 (0.085%) Hadoop YARN
4 1 (0.085%) Oracle RMAN
4 1 (0.085%) Tivoli
4 1 (0.085%) Tivoli Storage Manager
Vendors
1 320 (27.21%) Oracle
2 212 (18.03%) Microsoft
3 136 (11.56%) SAP
4 130 (11.05%) Tableau
5 104 (8.84%) Informatica
6 101 (8.59%) IBM
7 80 (6.80%) Teradata
8 48 (4.08%) Cognos
9 38 (3.23%) Ab Initio
10 29 (2.47%) DataFlux
11 28 (2.38%) Trillium
12 27 (2.30%) Netezza
13 24 (2.04%) MicroStrategy
14 23 (1.96%) TIBCO
15 16 (1.36%) Talend
16 13 (1.11%) Adobe
16 13 (1.11%) Cloudera
17 11 (0.94%) Salesforce.com
18 10 (0.85%) Datanomic
19 8 (0.68%) Hyperion
Cheltenham, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £50000 - £60000 per annum + Pension
Posted: 2 days ago
West Midlands
Computer People
Salary: £60000.00 - £75000.00 per annum
Posted: 2 days ago
Kingston Upon Thames, Surrey
Kingston University
Salary: £50,076 - 57,664 per year + Excellent Benefits
Posted: 2 days ago
West Midlands
Computer People
Salary: £60000.00 - £70000.00 per annum
Posted: 2 days ago
South East London
Third Republic Ltd
Posted: 2 days ago
City, London
Understanding Recruitment
Salary: £45000.00 - £50000.00 per annum + Benefits
Posted: 2 days ago
Watford, Hertfordshire
Emponics Ltd
Salary: £neg + bonus
Posted: 4 days ago
Northampton, Northamptonshire
Emponics Ltd
Salary: neg + car + bonus
Posted: 4 days ago
West Sussex
ARC IT Recruitment Ltd
Salary: £70000 Per Annum
Posted: 4 days ago
City, London
ConSol Partners
Salary: From £80,000 to £120,000 per annum
Posted: 4 days ago
City, London
Venturi
Salary: £75000 - £85000 per annum + big benefits
Posted: 5 days ago
Central London / West End
Metaskil
Salary: From £75,000 to £90,000 per annum up to £90k plus great beenfits
Posted: 5 days ago
City, London
Venturi
Salary: £70000 - £75000 per annum + bonus +Full bens
Posted: 5 days ago
London
Eutopia Solutions Ltd
Salary: £80000 - £90000 per annum + bonus + benefits
Posted: 5 days ago
London
Oliver James Associates
Salary: £45000 - £55000 per annum + a generous benefits package
Posted: 5 days ago
City, London
Benedict Cole Limited
Salary: £85000 - £87000 per annum + Excellent Benefits, Bonus and Car
Posted: 5 days ago
Nottingham, Nottinghamshire
Spring Technology
Salary: £45000.00 - £60000.00 per annum
Posted: 5 days ago
East London
Colston Consulting
Salary: £70000 - £80000 per annum, Benefits financial benefits
Posted: 5 days ago
East London
Coal IT Services
Salary: From £70,000 to £80,000 per annum + excellent benefits
Posted: 6 days ago
London
City & Guilds
Posted: 6 days ago
London
HAYS INFORMATION TECHNOLOGY
Salary: £56000.00 - £65000.00 per annum
Posted: 6 days ago
London
Salt
Salary: £60000 - £90000 per annum + benefits + bonus
Posted: 6 days ago
London
Salt
Salary: £90000 - £120000 per annum + benefits + bonus
Posted: 6 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £60000 per annum + Bonus + benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £50k - £80k plus extremely attractive benefits
Posted: 6 days ago
Central London / West End
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 6 days ago
Birmingham, West Midlands (County)
Met Police
Salary: Circa £43,203 plus £3,501 location allowance
Posted: 14 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 16 days ago
London
EY
Salary: Competitive
Posted: 21 days ago