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 30 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
30 Apr 2016
Same period 2015 Same period 2014
Data Architecture
Rank 450 486 499
Rank change year-on-year
+36 +13
Permanent jobs citing Data Architecture 641 605 599
As % of all permanent IT jobs located in the UK 0.62% 0.55% 0.50%
As % of the Processes & Methodologies category 0.71% 0.64% 0.59%
Number of salaries quoted 488 417 462
Average salary £62,500 £65,000 £67,500
Average salary % change year-on-year
-3.84% -3.70%
90% offered a salary of more than £44,850 £48,411 £45,000
10% offered a salary of more than £90,000 £83,500 £95,000
UK excluding London average salary £56,000 £57,500 £55,000
% change year-on-year
-2.60% +4.54%

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
90517 95084 102220
As % of all permanent IT jobs located in the UK 87.61% 85.94% 85.32%
Number of salaries quoted 75230 76808 82364
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £30,500
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 30 April 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 30 April 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 +20 607 £62,500 -3.84% 65
London -1 343 £72,500 - 36
South East -16 78 £62,500 +9.64% 11
City of London +36 56 £70,000 -3.44% 7
Yorkshire +57 55 £51,250 -0.96% 4
West Yorkshire +48 51 £50,000 -5.21% 1
Leeds +40 43 £50,000 -5.66% 1
East Midlands +34 34 £53,750 +43.33% 3
East of England +31 29 £52,500 -31.14% 5
West Midlands -9 25 £55,000 +0.91%
North West +15 22 £62,500 +4.16% 4
Buckinghamshire +29 21 £62,500 +11.60% 4
South West -3 20 £70,000 +27.27% 1
Scotland -3 17 £68,000 +20.88% 3
Birmingham -5 17 £47,500 -12.84%
Berkshire +19 16 £49,250 -13.59% 3
Nottinghamshire - 16 £52,500 - 2
Northamptonshire - 15 £60,000 - 1
Nottingham - 15 £52,500 - 2
Surrey -25 14 £90,000 +76.47% 2
Northampton - 14 £60,000 - 1
High Wycombe - 13 £62,500 - 1
Bradford +12 10 £55,000 +4.76%
Glasgow 0 10 £85,000 +88.88%
Bedfordshire +2 9 £50,000 -35.48% 3
Swindon +2 9 £70,000 +21.73%
Wiltshire +2 9 £70,000 +21.73%
Manchester -17 9 £54,000 -0.91% 1
Cambridgeshire +4 8 £62,500 -7.40% 2
Hertfordshire +23 7 £70,000 -12.50%

Data Architecture
Top 30 Related IT Skills

For the 6 months to 30 April 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.

1 557 (46.38%) Data Warehouse
2 543 (45.21%) Business Intelligence
3 481 (40.05%) Data Modelling
4 388 (32.31%) Finance
5 383 (31.89%) SQL
6 376 (31.31%) Data Management
7 368 (30.64%) ETL
8 332 (27.64%) SQL Server
9 328 (27.31%) Analytics
10 297 (24.73%) Big Data
11 295 (24.56%) Oracle
12 282 (23.48%) Analytical Skills
13 276 (22.98%) Data Governance
14 245 (20.40%) Data Quality
15 237 (19.73%) Data Integration
16 228 (18.98%) Microsoft
17 219 (18.23%) Management Information System
18 190 (15.82%) Agile Software Development
19 183 (15.24%) Degree
20 182 (15.15%) SOA
21 175 (14.57%) Hadoop
22 170 (14.15%) SQL Server Integration Services
23 160 (13.32%) TOGAF
24 157 (13.07%) Enterprise Architecture
25 155 (12.91%) Data Analytics
26 151 (12.57%) SDLC
27 150 (12.49%) Master Data Management
28 147 (12.24%) Data Structures
29 137 (11.41%) Stakeholder Management
30 135 (11.24%) Data Analysis

Data Architecture
Top Related IT Skills by Category

For the 6 months to 30 April 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
1 124 (10.32%) SAS
2 52 (4.33%) Apache Spark
3 39 (3.25%) SharePoint
4 22 (1.83%) Apache Pig
5 16 (1.33%) Elasticsearch
6 15 (1.25%) Apache
7 10 (0.83%) CMS
8 8 (0.67%) BizTalk Server
9 5 (0.42%) FileNet
9 5 (0.42%) IIS
9 5 (0.42%) Node.js
9 5 (0.42%) SharePoint 2013
10 4 (0.33%) Apache Solr
10 4 (0.33%) Kentico
11 2 (0.17%) Adobe Experience Manager
11 2 (0.17%) SharePoint 2010
11 2 (0.17%) SharePoint Server
12 1 (0.083%) Exchange Server 2010
12 1 (0.083%) Exchange Server 2013
12 1 (0.083%) MS Exchange
Applications
1 101 (8.41%) MS Excel
2 27 (2.25%) SPSS
3 18 (1.50%) MS Office
4 8 (0.67%) MS PowerPoint
4 8 (0.67%) MS Project
4 8 (0.67%) MS Visio
Business Applications
1 18 (1.50%) SAP MDM
2 14 (1.17%) Oracle EBS
2 14 (1.17%) SAP Oil and Gas
3 10 (0.83%) Dynamics CRM
4 8 (0.67%) Markit EDM
4 8 (0.67%) Maximo
5 7 (0.58%) Oracle FAH
5 7 (0.58%) SAP Bank Analyzer
6 5 (0.42%) Eagle PACE
6 5 (0.42%) thinkFolio
7 2 (0.17%) Dynamics AX
7 2 (0.17%) LatentZero
7 2 (0.17%) Oracle ERP
7 2 (0.17%) Oracle Retail
7 2 (0.17%) SAP CRM
7 2 (0.17%) SAP ERP
7 2 (0.17%) SAP PM
8 1 (0.083%) Oracle Financials
8 1 (0.083%) SAP BPC
8 1 (0.083%) SAP R/3
Cloud Services
1 40 (3.33%) Amazon AWS
2 17 (1.42%) Cloud Computing
3 11 (0.92%) SaaS
4 10 (0.83%) Microsoft Azure
5 7 (0.58%) PaaS
6 6 (0.50%) Amazon EC2
6 6 (0.50%) IaaS
7 4 (0.33%) Amazon S3
8 3 (0.25%) Google Cloud Platform
9 2 (0.17%) Office 365
Communications & Networking
1 37 (3.08%) Internet
2 11 (0.92%) SAN
3 8 (0.67%) LAN
4 7 (0.58%) Intranet
5 6 (0.50%) Firewall
6 5 (0.42%) Wi-Fi
7 4 (0.33%) DNS
7 4 (0.33%) WAN
7 4 (0.33%) WLAN
8 3 (0.25%) NAS
8 3 (0.25%) VoIP
8 3 (0.25%) Wireless
9 2 (0.17%) PuTTY
9 2 (0.17%) SSH
9 2 (0.17%) Telnet
10 1 (0.083%) HTTP
10 1 (0.083%) Kerberos
10 1 (0.083%) SMTP
10 1 (0.083%) SSL
10 1 (0.083%) VLAN
Database & Business Intelligence
1 557 (46.38%) Data Warehouse
2 332 (27.64%) SQL Server
3 297 (24.73%) Big Data
4 175 (14.57%) Hadoop
5 170 (14.15%) SQL Server Integration Services
6 130 (10.82%) SQL Server Reporting Services
7 120 (9.99%) BusinessObjects
8 107 (8.91%) Relational Database
9 100 (8.33%) NoSQL
10 71 (5.91%) SQL Server Analysis Services
11 68 (5.66%) RDBMS
12 67 (5.58%) QlikView
13 65 (5.41%) SQL Server 2008
14 61 (5.08%) Enterprise Data Warehouse
15 60 (5.00%) Data Mining
16 59 (4.91%) Data Mart
17 45 (3.75%) Oracle Database
18 43 (3.58%) Oracle BI EE
19 41 (3.41%) MySQL
20 40 (3.33%) Apache Hive
Development Applications
1 59 (4.91%) ERwin
2 25 (2.08%) Talend Open Studio
3 13 (1.08%) JIRA
4 12 (1.00%) PowerDesigner
5 10 (0.83%) Team Foundation Server
6 9 (0.75%) Toad
6 9 (0.75%) Visual Studio
7 7 (0.58%) Jenkins
8 3 (0.25%) Atlassian Bamboo
8 3 (0.25%) Git (software)
8 3 (0.25%) Gradle
8 3 (0.25%) Maven
8 3 (0.25%) SQL Server Management Studio (SSMS)
8 3 (0.25%) Subversion
8 3 (0.25%) Travis CI
9 1 (0.083%) Fiddler
9 1 (0.083%) Octopus Deploy
9 1 (0.083%) Ranorex
9 1 (0.083%) ReSharper
9 1 (0.083%) TeamCity
General
1 388 (32.31%) Finance
2 116 (9.66%) Retail
3 77 (6.41%) Banking
4 60 (5.00%) Telecoms
5 58 (4.83%) Legal
6 55 (4.58%) Marketing
7 45 (3.75%) Manufacturing
8 30 (2.50%) Pharmaceutical
9 24 (2.00%) Back Office
10 22 (1.83%) Law
11 21 (1.75%) Publishing
12 14 (1.17%) Automotive
12 14 (1.17%) Electronics
13 13 (1.08%) Financial Institution
13 13 (1.08%) Investment Banking
14 10 (0.83%) Advertising
15 8 (0.67%) Billing
16 7 (0.58%) Front Office
17 5 (0.42%) Games
17 5 (0.42%) Private Banking
Job Titles
1 607 (50.54%) Architect
2 424 (35.30%) Data Architect
3 166 (13.82%) Developer
4 92 (7.66%) Consultant
5 75 (6.24%) Enterprise Architect
6 70 (5.83%) Analyst
7 62 (5.16%) Business Intelligence Architect
7 62 (5.16%) Information Architect
8 59 (4.91%) Data Manager
9 56 (4.66%) Solutions Architect
10 48 (4.00%) Big Data Architect
10 48 (4.00%) Data Consultant
11 47 (3.91%) ETL Architect
12 46 (3.83%) Enterprise Data Architect
12 46 (3.83%) Senior Developer
13 41 (3.41%) SQL Developer
14 35 (2.91%) Business Analyst
15 32 (2.66%) Business Intelligence Developer
15 32 (2.66%) Data Warehouse Architect
16 31 (2.58%) SSIS Developer
Libraries, Frameworks & Software Standards
1 107 (8.91%) .NET
2 71 (5.91%) Web Services
3 48 (4.00%) HTML
4 47 (3.91%) CSS
5 46 (3.83%) XML
6 44 (3.66%) MDX
7 34 (2.83%) .NET Framework
7 34 (2.83%) REST
8 32 (2.66%) JMS
9 31 (2.58%) ASP.NET
10 30 (2.50%) SOAP
11 29 (2.41%) Middleware
12 23 (1.92%) XSD
13 22 (1.83%) ActiveMQ
14 21 (1.75%) WS-I
15 19 (1.58%) Spring
16 17 (1.42%) RESTful
17 16 (1.33%) JSON
18 15 (1.25%) Velocity
19 14 (1.17%) jQuery
Miscellaneous
1 282 (23.48%) Analytical Skills
2 237 (19.73%) Data Integration
3 219 (18.23%) Management Information System
4 147 (12.24%) Data Structures
5 100 (8.33%) Computer Science
6 49 (4.08%) Visualisation
7 46 (3.83%) Mobile App
8 41 (3.41%) Taxonomies
9 35 (2.91%) Replication
10 32 (2.66%) Smart Meter
11 30 (2.50%) Algorithms
12 26 (2.16%) Data Centre
13 22 (1.83%) Internet of Things
14 20 (1.67%) FMCG
15 16 (1.33%) Enterprise Software
15 16 (1.33%) Statistics
16 14 (1.17%) Mathematics
17 11 (0.92%) Data Conversion
17 11 (0.92%) Data Protection Act
18 10 (0.83%) Life Science
Operating Systems
1 45 (3.75%) Unix
2 43 (3.58%) Windows
3 36 (3.00%) Linux
4 8 (0.67%) Windows Server
5 7 (0.58%) Windows 7
6 5 (0.42%) Android
6 5 (0.42%) Windows Server 2008
7 3 (0.25%) Windows Server 2012
8 2 (0.17%) Apple iOS
8 2 (0.17%) Windows 8
9 1 (0.083%) Windows Mobile
Processes & Methodologies
1 543 (45.21%) Business Intelligence
2 481 (40.05%) Data Modelling
3 376 (31.31%) Data Management
4 368 (30.64%) ETL
5 328 (27.31%) Analytics
6 276 (22.98%) Data Governance
7 190 (15.82%) Agile Software Development
8 182 (15.15%) SOA
9 160 (13.32%) TOGAF
10 157 (13.07%) Enterprise Architecture
11 155 (12.91%) Data Analytics
12 151 (12.57%) SDLC
13 150 (12.49%) Master Data Management
14 137 (11.41%) Stakeholder Management
15 135 (11.24%) Data Analysis
16 128 (10.66%) Logical Data Model
17 113 (9.41%) UML
18 108 (8.99%) Information Architecture
19 105 (8.74%) Migration
20 104 (8.66%) Physical Data Model
Programming Languages
1 383 (31.89%) SQL
2 82 (6.83%) Java
3 79 (6.58%) Python
4 78 (6.49%) T-SQL
5 67 (5.58%) C#
6 61 (5.08%) R
7 33 (2.75%) C
8 30 (2.50%) PL/SQL
9 27 (2.25%) VB.NET
10 23 (1.92%) JavaScript
11 22 (1.83%) Shell Script
12 18 (1.50%) Scala
13 16 (1.33%) Groovy
14 13 (1.08%) C++
15 12 (1.00%) PHP
16 8 (0.67%) MATLAB
16 8 (0.67%) VB
17 6 (0.50%) Data Analysis Expressions (DAX)
18 5 (0.42%) Clojure
18 5 (0.42%) SAS Macro
Qualifications
1 183 (15.24%) Degree
2 28 (2.33%) Security Cleared
3 22 (1.83%) DV Cleared
4 19 (1.58%) CITP
5 18 (1.50%) MBA
6 17 (1.42%) SAS Certification
7 13 (1.08%) Microsoft Certification
7 13 (1.08%) PMI Certification
8 12 (1.00%) SC Cleared
9 10 (0.83%) PhD
10 9 (0.75%) PRINCE2 Certification
11 8 (0.67%) PMP
12 6 (0.50%) Microsoft Certified Architect
13 5 (0.42%) CCA
13 5 (0.42%) MCDBA
14 4 (0.33%) Postgraduate
14 4 (0.33%) PRINCE2 Practitioner
15 2 (0.17%) ISTQB
15 2 (0.17%) ITIL Certification
16 1 (0.083%) CISSP
Quality Assurance & Compliance
1 245 (20.40%) Data Quality
2 93 (7.74%) QA
3 16 (1.33%) ISO 9001
4 11 (0.92%) COBIT
5 10 (0.83%) TickIT
6 9 (0.75%) PCI DSS
7 8 (0.67%) ISO/IEC 27001
7 8 (0.67%) SLA
8 3 (0.25%) Sarbanes-Oxley
9 2 (0.17%) ISO/IEC 20000
10 1 (0.083%) EMIR
10 1 (0.083%) FATCA
10 1 (0.083%) MiFID
System Software
1 12 (1.00%) HDFS
2 4 (0.33%) Oracle RAC
3 3 (0.25%) Active Directory
3 3 (0.25%) Apache Flume
3 3 (0.25%) Docker
4 2 (0.17%) Apache ZooKeeper
Systems Management
1 5 (0.42%) Hadoop YARN
2 4 (0.33%) Ansible
2 4 (0.33%) Oozie
2 4 (0.33%) Opscode Chef
2 4 (0.33%) Puppet
3 3 (0.25%) Mesos
3 3 (0.25%) Tivoli
4 2 (0.17%) Control-M
4 2 (0.17%) Kubernetes
5 1 (0.083%) Kibana
Vendors
1 295 (24.56%) Oracle
2 228 (18.98%) Microsoft
3 117 (9.74%) Tableau
4 114 (9.49%) SAP
5 102 (8.49%) Informatica
6 77 (6.41%) IBM
7 69 (5.75%) Teradata
8 43 (3.58%) Netezza
9 41 (3.41%) Ab Initio
10 35 (2.91%) Cognos
11 25 (2.08%) Cloudera
11 25 (2.08%) Talend
12 18 (1.50%) MicroStrategy
13 13 (1.08%) Hyperion
14 12 (1.00%) TIBCO
15 10 (0.83%) DataFlux
16 9 (0.75%) Endeca
16 9 (0.75%) Sybase
17 8 (0.67%) Cognizant
17 8 (0.67%) Trillium
North London
Intelletec
Salary: From £45,000 to £55,000 per annum
Posted: 17 hours ago
Nottingham, Nottinghamshire
Ascent People Ltd
Salary: £55000 - £60000 per annum + Benefits
Posted: 19 hours ago
Durham, County Durham
Experis Ltd
Salary: £38000.00 - £45000.00 per annum
Posted: 20 hours ago
Bedford, Bedfordshire
Complete Tech Limited
Salary: From £40,000 to £50,000 per annum + Bonus + Benefits
Posted: 21 hours ago
South East London
Venturi
Salary: £50000 - £60000 per annum + Highly Competitive Package
Posted: Yesterday
London
Harvey Nash plc
Salary: £80000 per annum
Posted: Yesterday
Bedford, Bedfordshire
Polar Recruitment
Salary: £40000 - £50000 per annum + + Bonus (6K) + Full Benefits
Posted: Yesterday
City, London
Paramount Enterprises
Posted: Yesterday
High Wycombe, Buckinghamshire
Hays Specialist Recruitment
Salary: Benefits
Posted: Yesterday
London
Harvey Nash plc
Salary: £60000 - £80000 per annum + Bonus and Benefits Package
Posted: Yesterday
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: Yesterday
Cambridge, Cambridgeshire
Cambridge Assessment
Salary: Competitive plus benefits
Posted: 2 days ago
London
set2recruit
Salary: From £50,000 to £80,000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £70,000 - £90,000 (Plus Excellent Package!!)
Posted: 2 days ago
Nottingham, Nottinghamshire
Venturi
Salary: £50000.00 - £55000.00 per annum + Bonus and Benefits
Posted: 2 days ago
Tunbridge Wells, Kent
Comtecs
Salary: £50000 - £60000 Per Annum To £54k + Car + Bonus + Extensive Benefits
Posted: 2 days ago
City, London
Montash
Salary: £70000 - £90000 per annum + benefits
Posted: 2 days ago
Chester, Cheshire
Opus Recruitment Solutions Ltd
Salary: £50000 - £65000 per annum
Posted: 2 days ago
East London
ANSON MCCADE
Salary: £70,000 - £85, 000 (depending on levels of experience and grade)
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 3 days ago
London
Informatiq Consulting
Salary: £45000 - £75000 per annum
Posted: 3 days ago
Reading, Berkshire
Experis Ltd
Salary: £65000 - £70000 per annum + benefits
Posted: 3 days ago
Northampton, Northamptonshire
Emponics Ltd
Salary: neg + car + bonus
Posted: 3 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 4 days ago
North London
The Bridge Ltd
Salary: From £80,000 to £90,000 per annum £7,000 car allowance, 25% annual bon
Posted: 4 days ago
London
Informatiq Consulting
Salary: £60000 - £80000 per annum
Posted: 4 days ago
Kingston Upon Thames, Surrey
Kingston University
Salary: £41,171 - 48,689 per year + Excellent Benefits
Posted: 5 days ago
Leeds, West Yorkshire
Spring Technology
Salary: £45000.00 - £60000.00 per annum
Posted: 5 days ago
Edinburgh, Midlothian
Search Consultancy
Salary: benefits, D.O.E.
Posted: 5 days ago