The table below looks at the statistics for Data Architecture skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Architecture over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Architecture
UK
Rank 429 458 504
Rank change year-on-year
+29 +46
Permanent jobs citing Data Architecture 517 608 545
As % of all permanent IT jobs located in the UK 0.61% 0.60% 0.51%
As % of the Processes & Methodologies category 0.69% 0.68% 0.59%
Number of salaries quoted 404 502 416
Median salary £68,500 £68,750 £65,000
Median salary % change year-on-year
-0.36% +5.76%
90% offered a salary of more than £42,500 £46,375 £43,000
10% offered a salary of more than £92,500 £90,000 £85,000
UK excluding London median salary £58,500 £60,750 £61,215
% change year-on-year
-3.70% -0.75%

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
74927 89028 92672
As % of all permanent IT jobs located in the UK 88.79% 88.30% 86.70%
Number of salaries quoted 61585 73757 75638
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,000 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Architecture
Jobs Demand Trend

The demand trend of job ads citing Data Architecture as a proportion of all IT jobs with a match in 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 27 February 2017 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 median salaries quoted in IT jobs citing Data Architecture within the UK over the 3 months to 27 February 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
England +23 495 £67,500 -3.57% 53
London +7 267 £75,000 - 27
South East +21 61 £65,000 +1.96% 8
North West +32 50 £52,500 -2.77%
City of London -5 42 £110,000 +46.66% 7
West Midlands +35 39 £60,000 +5.72% 9
East of England +14 25 £65,000 -7.14% 1
Merseyside - 24 £53,573 -
East Midlands +7 22 £47,500 -9.52% 3
Buckinghamshire +25 19 £71,250 +14.00% 1
South West +23 19 £45,000 -30.76% 4
Liverpool - 16 £41,250 -
Manchester -20 15 £45,000 -7.21%
Scotland +24 13 £71,500 +25.43%
Hertfordshire +17 12 £75,000 -6.25% 1
Berkshire -4 12 £58,750 +17.50% 2
Hampshire +29 11 £80,000 - 3
Northamptonshire +20 11 £45,000 -18.18% 2
Cheshire +20 11 £55,000 -35.29%
Edinburgh +7 11 £71,500 +16.26%
Yorkshire -10 11 £48,750 -12.94% 1
Warwickshire +34 10 £60,000 -20.00% 2
Nottingham +12 10 £47,500 -9.52% 1
Nottinghamshire -1 10 £47,500 -9.52% 1
Surrey +41 9 £48,750 -27.77% 1
High Wycombe +2 9 £75,000 +20.00%
West Yorkshire -20 9 £55,000 -1.78%
Milton Keynes - 9 £45,000 -
Gloucestershire -4 8 £43,750 - 1
Bootle - 8 £53,573 -

Data Architecture
Top 30 Related IT Skills

For the 6 months to 27 February 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 with a requirement for Data Architecture.

1 430 (41.31%) Data Modelling
2 353 (33.91%) Business Intelligence
3 344 (33.05%) Finance
4 325 (31.22%) Data Warehouse
5 317 (30.45%) Analytics
6 316 (30.36%) SQL
7 246 (23.63%) Data Management
7 246 (23.63%) Big Data
8 229 (22.00%) Agile Software Development
9 203 (19.50%) SQL Server
10 199 (19.12%) ETL
11 197 (18.92%) Data Quality
11 197 (18.92%) Analytical Skills
12 189 (18.16%) Oracle
13 179 (17.20%) Degree
14 169 (16.23%) Hadoop
15 162 (15.56%) CRM
16 161 (15.47%) Enterprise Architecture
17 155 (14.89%) Data Governance
18 151 (14.51%) Microsoft
18 151 (14.51%) TOGAF
19 145 (13.93%) Migration
20 136 (13.06%) Relational Database
21 130 (12.49%) Retail
22 129 (12.39%) Data Integration
23 126 (12.10%) Computer Science
23 126 (12.10%) Java
24 123 (11.82%) Mentoring
25 122 (11.72%) Master Data Management
26 119 (11.43%) .NET

Data Architecture
Top Related IT Skills 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 86 (8.26%) Apache Spark
2 42 (4.03%) SAS
3 34 (3.27%) CMS
4 33 (3.17%) Elasticsearch
5 32 (3.07%) Apache Pig
6 28 (2.69%) Apache
7 27 (2.59%) SharePoint
8 18 (1.73%) Oracle SOA Suite
9 11 (1.06%) Oracle Workflow
10 8 (0.77%) SharePoint 2010
10 8 (0.77%) Sitecore CMS
10 8 (0.77%) Skype for Business
11 6 (0.58%) Documentum
12 5 (0.48%) Apache Solr
12 5 (0.48%) IIS
12 5 (0.48%) OpenStack
13 4 (0.38%) Adobe Experience Manager
13 4 (0.38%) EPiServer
14 2 (0.19%) BizTalk Server
14 2 (0.19%) MS Exchange
Applications
1 114 (10.95%) MS Excel
2 51 (4.90%) MS Office
3 11 (1.06%) MS PowerPoint
4 10 (0.96%) Spreadsheet
5 7 (0.67%) SPSS
6 6 (0.58%) MS Visio
7 2 (0.19%) Mathematica
8 1 (0.096%) Gephi
8 1 (0.096%) MS Project
8 1 (0.096%) Photoshop
8 1 (0.096%) Windchill
Business Applications
1 31 (2.98%) Dynamics CRM
2 24 (2.31%) SAP MDM
3 23 (2.21%) SAP ERP
4 21 (2.02%) SAP ECC
4 21 (2.02%) SAP HR
4 21 (2.02%) SAP Hybris
5 11 (1.06%) Salesforce.com CRM
6 10 (0.96%) Oracle EBS
7 6 (0.58%) SAP CRM
8 4 (0.38%) Dynamics AX
8 4 (0.38%) Eagle PACE
8 4 (0.38%) Markit EDM
9 3 (0.29%) Oracle Payables
9 3 (0.29%) Oracle Retail
9 3 (0.29%) SAP MDG
10 2 (0.19%) Cognos Business Intelligence
10 2 (0.19%) Dynamics NAV
10 2 (0.19%) FastStats
11 1 (0.096%) SAP Oil and Gas
11 1 (0.096%) Teamcenter
Cloud Services
1 104 (9.99%) Amazon AWS
2 44 (4.23%) SaaS
3 32 (3.07%) Microsoft Azure
4 22 (2.11%) Amazon S3
5 16 (1.54%) Yammer
6 14 (1.34%) Cloud Computing
6 14 (1.34%) PaaS
7 13 (1.25%) IaaS
8 12 (1.15%) Amazon EC2
8 12 (1.15%) Amazon EMR
9 9 (0.86%) Office 365
10 8 (0.77%) Google Cloud Platform
11 5 (0.48%) iPaaS
12 3 (0.29%) Amazon Kinesis
12 3 (0.29%) AWS Lambda
12 3 (0.29%) Google Analytics
13 2 (0.19%) Amazon CloudWatch
13 2 (0.19%) Amazon SQS
13 2 (0.19%) Boomi
14 1 (0.096%) Adobe Analytics
Communications & Networking
1 63 (6.05%) Internet
2 15 (1.44%) Firewall
2 15 (1.44%) SAN
3 11 (1.06%) Intranet
3 11 (1.06%) NAS
4 10 (0.96%) DNS
4 10 (0.96%) Skype
5 8 (0.77%) SSL
6 5 (0.48%) LAN
7 3 (0.29%) Broadband
7 3 (0.29%) VoIP
7 3 (0.29%) WAN
8 2 (0.19%) FTP
8 2 (0.19%) SMS
9 1 (0.096%) Ethernet
9 1 (0.096%) Extranet
9 1 (0.096%) HTTP
9 1 (0.096%) MPLS
9 1 (0.096%) TCP/IP
9 1 (0.096%) Wireless
Database & Business Intelligence
1 325 (31.22%) Data Warehouse
2 246 (23.63%) Big Data
3 203 (19.50%) SQL Server
4 169 (16.23%) Hadoop
5 136 (13.06%) Relational Database
6 115 (11.05%) NoSQL
7 95 (9.13%) SQL Server Integration Services
8 78 (7.49%) SQL Server Reporting Services
9 75 (7.20%) RDBMS
10 72 (6.92%) Apache Hive
11 66 (6.34%) Amazon Redshift
12 57 (5.48%) SQL Server Analysis Services
13 56 (5.38%) BusinessObjects
14 45 (4.32%) MySQL
15 40 (3.84%) QlikView
16 30 (2.88%) GIS
17 27 (2.59%) Data Mining
18 25 (2.40%) MongoDB
19 24 (2.31%) HBase
20 23 (2.21%) Sqoop
Development Applications
1 55 (5.28%) ERwin
2 30 (2.88%) Talend Open Studio
3 15 (1.44%) Git (software)
4 13 (1.25%) Team Foundation Server
5 10 (0.96%) Visual Studio
5 10 (0.96%) Visual Studio Tools for Office
6 8 (0.77%) Subversion
7 7 (0.67%) Eclipse
7 7 (0.67%) MagicDraw
7 7 (0.67%) XMLSpy
8 6 (0.58%) TeamCity
9 4 (0.38%) Octopus Deploy
9 4 (0.38%) PowerBuilder
9 4 (0.38%) Visual Studio Team System
10 1 (0.096%) Jenkins
10 1 (0.096%) JIRA
10 1 (0.096%) NUnit
10 1 (0.096%) Oracle Forms
10 1 (0.096%) ReSharper
General
1 344 (33.05%) Finance
2 130 (12.49%) Retail
3 98 (9.41%) Marketing
4 96 (9.22%) Banking
5 41 (3.94%) Telecoms
6 37 (3.55%) Advertising
7 33 (3.17%) Back Office
8 30 (2.88%) Investment Banking
9 24 (2.31%) Spanish Language
10 20 (1.92%) Mandarin Language
11 13 (1.25%) Financial Institution
11 13 (1.25%) Games
11 13 (1.25%) Legal
12 12 (1.15%) Manufacturing
13 7 (0.67%) Automotive
13 7 (0.67%) Military
14 6 (0.58%) Billing
15 5 (0.48%) Online Betting
16 4 (0.38%) Dutch Language
16 4 (0.38%) French Language
Job Titles
1 568 (54.56%) Architect
2 363 (34.87%) Data Architect
3 162 (15.56%) Solutions Architect
4 156 (14.99%) Developer
5 78 (7.49%) Enterprise Architect
6 67 (6.44%) Enterprise Data Architect
7 51 (4.90%) Senior Architect
8 49 (4.71%) Analyst
8 49 (4.71%) Consultant
9 42 (4.03%) Data Engineer
10 40 (3.84%) Big Data Architect
11 38 (3.65%) Senior Data Architect
12 33 (3.17%) Business Intelligence Developer
12 33 (3.17%) SQL Developer
13 32 (3.07%) C# Developer
13 32 (3.07%) Data Scientist
14 30 (2.88%) Information Architect
14 30 (2.88%) Senior Developer
15 29 (2.79%) SOA Architect
16 28 (2.69%) DBA
Libraries, Frameworks & Software Standards
1 119 (11.43%) .NET
2 62 (5.96%) XML
3 49 (4.71%) Kafka
4 46 (4.42%) Web Services
5 45 (4.32%) Ajax
5 45 (4.32%) HTML
6 41 (3.94%) ASP.NET
7 39 (3.75%) CSS
8 35 (3.36%) AngularJS
8 35 (3.36%) SOAP
9 33 (3.17%) jQuery
10 29 (2.79%) Middleware
11 26 (2.50%) JSON
12 25 (2.40%) ASP.NET MVC
13 24 (2.31%) LAMP
14 19 (1.83%) REST
15 17 (1.63%) .NET Framework
16 15 (1.44%) J2EE
17 14 (1.34%) HTML5
18 11 (1.06%) Node.js
Miscellaneous
1 197 (18.92%) Analytical Skills
2 126 (12.10%) Computer Science
3 85 (8.17%) Management Information System
4 48 (4.61%) Enterprise Software
5 33 (3.17%) Data Structures
6 32 (3.07%) Reference Data
7 25 (2.40%) Mobile App
8 23 (2.21%) iPad
9 19 (1.83%) Algorithms
10 18 (1.73%) Credit Risk
10 18 (1.73%) Internet of Things
11 16 (1.54%) Fintech
12 15 (1.44%) Taxonomies
13 14 (1.34%) Derivative
14 13 (1.25%) Social Media
15 11 (1.06%) e-Learning
15 11 (1.06%) Hybrid Cloud
15 11 (1.06%) Replication
15 11 (1.06%) W3C
16 10 (0.96%) Online Games
Operating Systems
1 43 (4.13%) Linux
2 17 (1.63%) Windows
3 15 (1.44%) Unix
4 13 (1.25%) Android
4 13 (1.25%) Apple iOS
5 3 (0.29%) Windows Server 2008
5 3 (0.29%) Windows Server 2012
6 2 (0.19%) Oracle Linux
6 2 (0.19%) Solaris
7 1 (0.096%) CentOS
7 1 (0.096%) Red Hat Enterprise Linux
7 1 (0.096%) Windows Server
Processes & Methodologies
1 430 (41.31%) Data Modelling
2 353 (33.91%) Business Intelligence
3 317 (30.45%) Analytics
4 246 (23.63%) Data Management
5 229 (22.00%) Agile Software Development
6 199 (19.12%) ETL
7 162 (15.56%) CRM
8 161 (15.47%) Enterprise Architecture
9 155 (14.89%) Data Governance
10 151 (14.51%) TOGAF
11 145 (13.93%) Migration
12 129 (12.39%) Data Integration
13 123 (11.82%) Mentoring
14 122 (11.72%) Master Data Management
15 104 (9.99%) Data Migration
16 103 (9.89%) E-Commerce
17 100 (9.61%) SOA
18 96 (9.22%) Data Analytics
19 90 (8.65%) Stakeholder Management
20 81 (7.78%) Visualisation
Programming Languages
1 316 (30.36%) SQL
2 126 (12.10%) Java
3 84 (8.07%) Python
4 76 (7.30%) JavaScript
5 72 (6.92%) C#
6 56 (5.38%) R
7 43 (4.13%) T-SQL
8 42 (4.03%) Scala
9 25 (2.40%) PHP
9 25 (2.40%) PowerShell
10 22 (2.11%) C
11 17 (1.63%) VBA
12 13 (1.25%) PL/SQL
13 10 (0.96%) VB.NET
14 7 (0.67%) VB
15 6 (0.58%) C++
16 5 (0.48%) Erlang
16 5 (0.48%) Go
17 4 (0.38%) MATLAB
18 3 (0.29%) Shell Script
Qualifications
1 179 (17.20%) Degree
2 42 (4.03%) PhD
3 32 (3.07%) Postgraduate
4 21 (2.02%) MBA
5 8 (0.77%) OCMJEA
5 8 (0.77%) PMI Certification
5 8 (0.77%) Sun Certification
6 7 (0.67%) PMP
7 4 (0.38%) CISA
7 4 (0.38%) CISM
7 4 (0.38%) CISSP
7 4 (0.38%) MCSE
7 4 (0.38%) Microsoft Certification
8 3 (0.29%) AWS Certification
8 3 (0.29%) MCSD
8 3 (0.29%) VCDX
9 2 (0.19%) ISEB
9 2 (0.19%) VMware Certified Professional (VCP)
10 1 (0.096%) APMP
10 1 (0.096%) Cisco Certification
Quality Assurance & Compliance
1 197 (18.92%) Data Quality
2 17 (1.63%) QA
3 12 (1.15%) PCI DSS
4 11 (1.06%) ISO/IEC 27001
5 6 (0.58%) MiFID
6 5 (0.48%) Dodd-Frank
6 5 (0.48%) ISO20022
6 5 (0.48%) Solvency II
7 4 (0.38%) Basel III
8 2 (0.19%) COBIT
8 2 (0.19%) GDPR
8 2 (0.19%) SEPA
8 2 (0.19%) TARGET2
9 1 (0.096%) Actionable Recommendations
9 1 (0.096%) EMIR
9 1 (0.096%) P3O
9 1 (0.096%) SLA
System Software
1 37 (3.55%) HDFS
2 21 (2.02%) Apache Flume
3 10 (0.96%) VMware ESX
3 10 (0.96%) VMware ESXi
4 7 (0.67%) VMware Infrastructure
5 5 (0.48%) Virtual Machines
6 3 (0.29%) Docker
6 3 (0.29%) vCloud
7 2 (0.19%) Active Directory
7 2 (0.19%) Apache ZooKeeper
7 2 (0.19%) GridGain
Systems Management
1 10 (0.96%) SCOM
2 6 (0.58%) Oozie
3 4 (0.38%) Control-M
3 4 (0.38%) Oracle Enterprise Manager
4 3 (0.29%) Data Guard
4 3 (0.29%) Oracle RMAN
4 3 (0.29%) vRealize
5 2 (0.19%) Kibana
6 1 (0.096%) BladeLogic
6 1 (0.096%) Failover Clustering
6 1 (0.096%) HP Quality Center
6 1 (0.096%) Puppet
Vendors
1 189 (18.16%) Oracle
2 151 (14.51%) Microsoft
3 60 (5.76%) SAP
4 58 (5.57%) Teradata
5 56 (5.38%) Tableau
6 41 (3.94%) IBM
7 34 (3.27%) Informatica
8 30 (2.88%) Talend
9 25 (2.40%) Cognos
10 24 (2.31%) hybris
11 21 (2.02%) HP
12 20 (1.92%) Google
13 17 (1.63%) Netezza
13 17 (1.63%) VMware
14 15 (1.44%) Salesforce.com
15 14 (1.34%) EMC
16 12 (1.15%) Alteryx
17 10 (0.96%) Ab Initio
17 10 (0.96%) Sitecore
17 10 (0.96%) Zend
Havant, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £60000 per annum + 25
Posted: 3 hours ago
London
Computer Futures
Salary: £90000 per annum + competitive
Posted: 2 days ago
City, London
Understanding Recruitment
Salary: £60000 - £75000 per annum + benefits
Posted: 7 hours ago
City, London
Harrington Starr
Salary: £65000 - £75000 per annum + plus package
Posted: 4 days ago
London
Venturi
Salary: £80000.00 - £90000.00 per annum + Bonus & Benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 3 days ago
Hatfield, Hertfordshire
myBench Ltd
Salary: From £55,000 to £70,000 per annum
Posted: 4 days ago
Berkshire
Thornton Gregory
Salary: £0 - £70,000 per year
Posted: 3 days ago
Warwick, Warwickshire
Sanderson
Salary: £50000 - £60000 per annum + benefits
Posted: 6 days ago
Wokingham, Berkshire
Sanderson
Salary: £50000 - £60000 per annum + benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: Up to £100,000 + Benefits package including bonus
Posted: 6 days ago
Middlesbrough, Yorkshire
Michael Page Technology
Posted: 3 days ago
Birmingham, West Midlands (County)
Harvey Nash plc
Salary: £45000 - £52000 per annum + competitive benefits
Posted: Yesterday
City, London
HCA Hospitals
Salary: £35000 - £40000 per annum + Excellent bens incl. private health
Posted: 4 days ago
Exeter, Devon
set2recruit
Salary: Unspecified DOE + Benefits
Posted: 4 days ago
London
Arrows Group Ltd
Salary: £65000 - £80000 per annum + car allowance + bonus
Posted: 12 days ago
Walton-On-Thames, Surrey
ARC IT Recruitment Ltd
Salary: £40000 - £55000 per annum + + car allowance & benefits
Posted: 2 days ago
Sussex
Clearwater People Solutions Ltd
Posted: 11 days ago
London
Lloyds Banking Group
Salary: £46755 - £64469 per annum
Posted: 5 days ago
City of London
British Red Cross
Salary: £50000 - £57000 per annum + benefits
Posted: 4 days ago
Solihull, West Midlands (County)
Sanderson
Salary: £60000 - £68000 per annum + benefits
Posted: 6 days ago
Hampshire
Hays Specialist Recruitment Ltd
Salary: £70000.00 - £90000.00 per annum + bens
Posted: 24 days ago
London
Deerfoot IT Resources Ltd
Salary: £62000 - £90000 per annum + 30% bonus + exceptional benefits
Posted: 6 days ago
Gloucestershire
Hays Specialist Recruitment
Salary: £35000.00 - £55000.00 per annum
Posted: 6 days ago
London
Arrows Group Ltd
Salary: £0.00 per annum
Posted: 13 days ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £30000 - £40000 per annum
Posted: 4 days ago
London
Harvey Nash plc
Salary: Competitive base salary
Posted: 5 days ago
Northampton
Venturi
Salary: £70000 - £85000 per annum + full bens
Posted: 21 days ago
Nottingham, Nottinghamshire
University of Nottingham
Salary: Competitive
Posted: 6 days ago
London
UBS
Posted: 13 days ago