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 salaries offered in IT jobs that have cited Data Architecture over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Data Architecture
Rank 464 463 450
Rank change year-on-year
-1 -13
Permanent jobs citing Data Architecture 510 555 644
As % of all permanent IT jobs located in England 0.55% 0.56% 0.59%
As % of the Processes & Methodologies category 0.63% 0.65% 0.69%
Number of salaries quoted 391 407 503
Median salary £62,500 £67,500 £67,500
Median salary % change year-on-year
-7.40% -
90% offered a salary of more than £44,500 £48,473 £45,000
10% offered a salary of more than £91,500 £85,000 £92,700
UK excluding London median salary £55,000 £55,000 £55,000
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
81174 86024 93715
As % of all permanent IT jobs located in England 87.93% 86.29% 85.41%
Number of salaries quoted 68372 70684 76799
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 £32,000 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Architecture
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Data Architecture as a proportion of all IT jobs with a match in 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 25 May 2016.

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 median salaries quoted in IT jobs citing Data Architecture within the England region over the 3 months to 25 May 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
(Click see detailed
statistics and trends)
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
London -39 289 £70,000 -3.44% 26
South East -22 67 £62,500 +9.17% 4
Yorkshire +39 45 £52,500 +5.00% 2
East of England +54 32 £50,000 -37.50% 5
East Midlands +35 29 £52,500 +40.00% 2
North West +5 23 £62,500 +14.67% 2
South West +3 13 £70,000 +75.00%
West Midlands -19 9 £45,000 +23.28% 4
North East -1 2 £39,750 -20.50%
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 25 May 2016, 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 England region with a requirement for Data Architecture.

1 518 (46.88%) Data Warehouse
2 485 (43.89%) Business Intelligence
3 424 (38.37%) Data Modelling
4 360 (32.58%) SQL
5 351 (31.76%) Data Management
6 350 (31.67%) Finance
7 334 (30.23%) ETL
8 304 (27.51%) SQL Server
9 276 (24.98%) Analytics
10 274 (24.80%) Big Data
11 261 (23.62%) Analytical Skills
12 256 (23.17%) Oracle
13 240 (21.72%) Data Governance
14 217 (19.64%) Data Quality
15 213 (19.28%) Management Information System
16 209 (18.91%) Data Integration
17 207 (18.73%) Microsoft
18 197 (17.83%) Agile Software Development
19 179 (16.20%) SOA
20 161 (14.57%) Degree
21 159 (14.39%) Hadoop
21 159 (14.39%) SDLC
22 157 (14.21%) TOGAF
23 154 (13.94%) SQL Server Integration Services
24 143 (12.94%) Data Structures
25 142 (12.85%) Enterprise Architecture
26 140 (12.67%) Data Analytics
27 137 (12.40%) Data Analysis
28 130 (11.76%) Master Data Management
29 129 (11.67%) Stakeholder Management

Data Architecture
Top Related IT Skills in 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
1 110 (9.95%) SAS
2 50 (4.52%) Apache Spark
3 36 (3.26%) SharePoint
4 17 (1.54%) Elasticsearch
5 16 (1.45%) Apache
5 16 (1.45%) Apache Pig
6 10 (0.90%) CMS
7 5 (0.45%) FileNet
8 4 (0.36%) BizTalk Server
8 4 (0.36%) Kentico
8 4 (0.36%) SharePoint 2010
9 3 (0.27%) Apache Solr
9 3 (0.27%) Node.js
9 3 (0.27%) SharePoint 2013
10 2 (0.18%) Adobe Experience Manager
11 1 (0.090%) Exchange Server 2010
11 1 (0.090%) Exchange Server 2013
11 1 (0.090%) MS Exchange
Applications
1 103 (9.32%) MS Excel
2 23 (2.08%) MS Office
3 15 (1.36%) SPSS
4 13 (1.18%) MS Visio
5 8 (0.72%) MS PowerPoint
5 8 (0.72%) MS Project
6 3 (0.27%) InfoPath
Business Applications
1 13 (1.18%) SAP MDM
2 11 (1.00%) Oracle EBS
2 11 (1.00%) SAP Oil and Gas
3 10 (0.90%) Dynamics CRM
3 10 (0.90%) Markit EDM
4 8 (0.72%) Maximo
5 5 (0.45%) Eagle PACE
6 3 (0.27%) Dynamics AX
7 2 (0.18%) Oracle ERP
7 2 (0.18%) Oracle FAH
7 2 (0.18%) Oracle Financials
7 2 (0.18%) Oracle Retail
7 2 (0.18%) SAP Bank Analyzer
7 2 (0.18%) SAP CRM
7 2 (0.18%) thinkFolio
8 1 (0.090%) SAP BPC
8 1 (0.090%) SAP R/3
Cloud Services
1 44 (3.98%) Amazon AWS
2 24 (2.17%) Cloud Computing
3 10 (0.90%) Microsoft Azure
4 6 (0.54%) Amazon EC2
4 6 (0.54%) IaaS
4 6 (0.54%) PaaS
4 6 (0.54%) SaaS
5 4 (0.36%) Amazon S3
6 3 (0.27%) Google Cloud Platform
7 2 (0.18%) Office 365
Communications & Networking
1 31 (2.81%) Internet
2 11 (1.00%) SAN
3 8 (0.72%) LAN
4 7 (0.63%) Intranet
5 6 (0.54%) Firewall
6 4 (0.36%) DNS
6 4 (0.36%) WAN
6 4 (0.36%) Wi-Fi
6 4 (0.36%) WLAN
7 3 (0.27%) NAS
7 3 (0.27%) VoIP
7 3 (0.27%) Wireless
8 2 (0.18%) PPP
8 2 (0.18%) PuTTY
8 2 (0.18%) SSH
8 2 (0.18%) Telnet
9 1 (0.090%) GPRS
9 1 (0.090%) GSM
9 1 (0.090%) HTTP
9 1 (0.090%) SMTP
Database & Business Intelligence
1 518 (46.88%) Data Warehouse
2 304 (27.51%) SQL Server
3 274 (24.80%) Big Data
4 159 (14.39%) Hadoop
5 154 (13.94%) SQL Server Integration Services
6 120 (10.86%) SQL Server Reporting Services
7 101 (9.14%) BusinessObjects
7 101 (9.14%) NoSQL
8 86 (7.78%) Relational Database
9 65 (5.88%) SQL Server 2008
10 59 (5.34%) QlikView
10 59 (5.34%) SQL Server Analysis Services
11 56 (5.07%) Data Mart
11 56 (5.07%) RDBMS
12 53 (4.80%) Enterprise Data Warehouse
13 51 (4.62%) MySQL
14 48 (4.34%) Data Mining
15 38 (3.44%) Oracle Database
16 36 (3.26%) Oracle BI EE
17 35 (3.17%) SQL Server 2012
Development Applications
1 51 (4.62%) ERwin
2 17 (1.54%) Talend Open Studio
3 10 (0.90%) Team Foundation Server
4 9 (0.81%) PowerDesigner
4 9 (0.81%) Toad
4 9 (0.81%) Visual Studio
5 7 (0.63%) JIRA
6 6 (0.54%) Jenkins
7 4 (0.36%) SQL Server Management Studio (SSMS)
7 4 (0.36%) Subversion
8 3 (0.27%) Atlassian Bamboo
8 3 (0.27%) Git (software)
8 3 (0.27%) Gradle
8 3 (0.27%) Maven
8 3 (0.27%) Travis CI
8 3 (0.27%) VSS/SourceSafe
9 1 (0.090%) MSBuild
9 1 (0.090%) MSTest
9 1 (0.090%) Ranorex
9 1 (0.090%) TeamCity
General
1 350 (31.67%) Finance
2 97 (8.78%) Retail
3 63 (5.70%) Banking
4 55 (4.98%) Marketing
5 54 (4.89%) Legal
6 53 (4.80%) Telecoms
7 44 (3.98%) Manufacturing
8 30 (2.71%) Pharmaceutical
9 26 (2.35%) Back Office
10 22 (1.99%) Law
11 15 (1.36%) Publishing
12 14 (1.27%) Automotive
13 11 (1.00%) Electronics
13 11 (1.00%) Financial Institution
13 11 (1.00%) Front Office
13 11 (1.00%) Investment Banking
14 9 (0.81%) Advertising
15 8 (0.72%) Billing
16 6 (0.54%) Games
Job Titles
1 546 (49.41%) Architect
2 387 (35.02%) Data Architect
3 165 (14.93%) Developer
4 75 (6.79%) Enterprise Architect
5 70 (6.33%) Analyst
5 70 (6.33%) Consultant
6 60 (5.43%) Information Architect
7 52 (4.71%) Business Intelligence Architect
7 52 (4.71%) Data Manager
8 50 (4.52%) Enterprise Data Architect
9 48 (4.34%) Senior Developer
10 44 (3.98%) Big Data Architect
11 43 (3.89%) ETL Architect
12 42 (3.80%) Solutions Architect
13 41 (3.71%) SQL Developer
14 37 (3.35%) Data Consultant
15 33 (2.99%) Data Warehouse Architect
16 32 (2.90%) Business Analyst
17 31 (2.81%) SSIS Developer
18 30 (2.71%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 100 (9.05%) .NET
2 71 (6.43%) Web Services
3 57 (5.16%) HTML
4 52 (4.71%) CSS
5 44 (3.98%) XML
6 37 (3.35%) ASP.NET
6 37 (3.35%) MDX
7 34 (3.08%) .NET Framework
8 33 (2.99%) JMS
8 33 (2.99%) REST
9 30 (2.71%) SOAP
10 26 (2.35%) Middleware
11 25 (2.26%) XSD
12 24 (2.17%) ActiveMQ
12 24 (2.17%) WS-I
13 23 (2.08%) Spring
14 19 (1.72%) RESTful
15 18 (1.63%) jQuery
16 17 (1.54%) JSON
17 16 (1.45%) WSDL
Miscellaneous
1 261 (23.62%) Analytical Skills
2 213 (19.28%) Management Information System
3 209 (18.91%) Data Integration
4 143 (12.94%) Data Structures
5 86 (7.78%) Computer Science
6 50 (4.52%) Visualisation
7 45 (4.07%) Mobile App
8 41 (3.71%) Taxonomies
9 30 (2.71%) Replication
10 29 (2.62%) Algorithms
11 28 (2.53%) Smart Meter
12 26 (2.35%) Data Centre
13 21 (1.90%) Internet of Things
14 14 (1.27%) Enterprise Software
15 13 (1.18%) FMCG
15 13 (1.18%) Mathematics
16 12 (1.09%) Fixed Income
17 11 (1.00%) Data Protection Act
18 9 (0.81%) Derivative
18 9 (0.81%) Life Science
Operating Systems
1 36 (3.26%) Unix
2 34 (3.08%) Windows
3 33 (2.99%) Linux
4 8 (0.72%) Windows Server
5 5 (0.45%) Android
6 4 (0.36%) Windows 7
6 4 (0.36%) Windows Server 2008
7 2 (0.18%) Apple iOS
7 2 (0.18%) Windows 8
7 2 (0.18%) Windows Server 2012
8 1 (0.090%) Windows Mobile
Processes & Methodologies
1 485 (43.89%) Business Intelligence
2 424 (38.37%) Data Modelling
3 351 (31.76%) Data Management
4 334 (30.23%) ETL
5 276 (24.98%) Analytics
6 240 (21.72%) Data Governance
7 197 (17.83%) Agile Software Development
8 179 (16.20%) SOA
9 159 (14.39%) SDLC
10 157 (14.21%) TOGAF
11 142 (12.85%) Enterprise Architecture
12 140 (12.67%) Data Analytics
13 137 (12.40%) Data Analysis
14 130 (11.76%) Master Data Management
15 129 (11.67%) Stakeholder Management
16 116 (10.50%) UML
17 113 (10.23%) Logical Data Model
18 104 (9.41%) Information Architecture
19 98 (8.87%) Migration
20 96 (8.69%) Mentoring
Programming Languages
1 360 (32.58%) SQL
2 87 (7.87%) Java
3 81 (7.33%) T-SQL
4 78 (7.06%) Python
5 68 (6.15%) C#
6 53 (4.80%) R
7 31 (2.81%) C
8 30 (2.71%) VB.NET
9 28 (2.53%) PL/SQL
10 27 (2.44%) JavaScript
11 22 (1.99%) Scala
12 19 (1.72%) Groovy
13 18 (1.63%) Shell Script
14 12 (1.09%) PHP
15 7 (0.63%) C++
15 7 (0.63%) MATLAB
15 7 (0.63%) VB
16 6 (0.54%) PowerShell
17 5 (0.45%) Clojure
17 5 (0.45%) Data Analysis Expressions (DAX)
Qualifications
1 161 (14.57%) Degree
2 24 (2.17%) Security Cleared
3 22 (1.99%) DV Cleared
4 19 (1.72%) MBA
5 17 (1.54%) SAS Certification
6 15 (1.36%) CITP
7 14 (1.27%) Microsoft Certification
8 9 (0.81%) PRINCE2 Certification
8 9 (0.81%) SC Cleared
9 7 (0.63%) PhD
10 6 (0.54%) Microsoft Certified Architect
11 4 (0.36%) MCDBA
11 4 (0.36%) PMI Certification
11 4 (0.36%) Postgraduate
11 4 (0.36%) PRINCE2 Practitioner
12 3 (0.27%) CISM
12 3 (0.27%) CISSP
12 3 (0.27%) PMP
13 2 (0.18%) CISA
13 2 (0.18%) ITIL Certification
Quality Assurance & Compliance
1 217 (19.64%) Data Quality
2 92 (8.33%) QA
3 12 (1.09%) COBIT
3 12 (1.09%) ISO 9001
4 9 (0.81%) PCI DSS
5 8 (0.72%) ISO/IEC 27001
5 8 (0.72%) SLA
6 6 (0.54%) TickIT
7 3 (0.27%) Sarbanes-Oxley
8 2 (0.18%) ISO/IEC 20000
9 1 (0.090%) EMIR
9 1 (0.090%) FATCA
9 1 (0.090%) MiFID
System Software
1 16 (1.45%) HDFS
2 3 (0.27%) Active Directory
2 3 (0.27%) Apache Flume
2 3 (0.27%) Oracle RAC
3 2 (0.18%) Apache ZooKeeper
4 1 (0.090%) Docker
Systems Management
1 5 (0.45%) Hadoop YARN
2 4 (0.36%) Oozie
3 3 (0.27%) Tivoli
4 2 (0.18%) Mesos
4 2 (0.18%) Opscode Chef
4 2 (0.18%) Puppet
5 1 (0.090%) Ansible
5 1 (0.090%) Kibana
5 1 (0.090%) Kubernetes
Vendors
1 256 (23.17%) Oracle
2 207 (18.73%) Microsoft
3 98 (8.87%) Tableau
4 96 (8.69%) SAP
5 79 (7.15%) Informatica
6 61 (5.52%) Teradata
7 60 (5.43%) IBM
8 43 (3.89%) Netezza
9 40 (3.62%) Ab Initio
10 27 (2.44%) Cloudera
11 21 (1.90%) Cognos
12 17 (1.54%) Talend
13 12 (1.09%) Hyperion
13 12 (1.09%) Sybase
14 9 (0.81%) Endeca
14 9 (0.81%) MapR
15 8 (0.72%) Cognizant
15 8 (0.72%) Reuters
16 6 (0.54%) Hortonworks
16 6 (0.54%) Zend
London
onezeero.
Salary: £70000 - £75000 per annum + package
Posted: 1 hour ago
Manchester, Lancashire
ANSON MCCADE
Salary: Circa £40,000- £58,000+ an EXCELLENT package
Posted: 17 hours ago
City, London
ANSON MCCADE
Salary: Circa £40,000- £58,000+ an EXCELLENT package
Posted: 17 hours ago
West London
The People Network
Salary: £60000 - £75000 per annum + Bonus, Pension, Health
Posted: 22 hours ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: Yesterday
London
Sage UK Limited
Posted: Yesterday
Birmingham
aap3
Salary: £60000 - £70000 per annum + Excellent Benefits
Posted: Yesterday
Northampton, Northamptonshire
Emponics Ltd
Salary: neg + car + bonus
Posted: Yesterday
London
ninesharp
Salary: £55000 - £65000 per annum + Bonus, Pension, Healthcare
Posted: Yesterday
London
Harvey Nash plc
Salary: £90000 - £100000 per annum + 20% Bonus
Posted: Yesterday
London
Harvey Nash plc
Salary: £80000 per annum
Posted: Yesterday
London
Oliver James Associates
Salary: £65000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 2 days ago
Luton, Bedfordshire
Understanding Recruitment
Salary: £80000 - £90000 per annum + Up to 20% bonus
Posted: 2 days ago
London
Explore Recruitment Solutions
Salary: £120000 - £130000 per annum
Posted: 4 days ago
Greater Manchester
Initi8 Recruitment
Salary: £45000 - £60000 Per Annum
Posted: 4 days ago
West London
ARC IT Recruitment Ltd
Salary: From £70,000 to £90,000 per annum + Brilliant package and bonus
Posted: 4 days ago
Peterborough, Cambridgeshire
Deerfoot IT Resources Ltd
Salary: £60000 - £75000 per annum + benefits
Posted: 4 days ago
London
Hays Finance Technology
Salary: £72000.00 - £85000.00 per annum + bonus
Posted: 4 days ago
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 4 days ago
City of London
TDA Group
Salary: £85000 per annum + excellent bonus and benefits
Posted: 5 days ago
Birmingham, West Midlands (County)
Midland Heart
Salary: £39,308 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Spring Technology
Salary: £45000.00 - £60000.00 per annum
Posted: 5 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £50000 - £65000 per annum + Car + bonus + benefits
Posted: 6 days ago
Bedford, Bedfordshire
Polar Recruitment
Salary: £40000 - £50000 per annum + + Bonus (6K) + Full Benefits
Posted: 6 days ago
London
Graham Matthews
Salary: From £70,000 to £80,000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 6 days ago
London
EY
Salary: Competitive
Posted: 7 days ago
Guildford, Surrey
Allianz
Salary: £60,000 - £80,000 per year plus excellent benefits
Posted: 7 days ago
Crawley
Hays London City Cheapside
Salary: £60000.00 - £70000.00 per annum
Posted: 8 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 8 days ago
London
BAE Systems Applied Intelligence
Salary: Competitive plus benefits
Posted: 9 days ago
London
EY
Salary: Competitive
Posted: 12 days ago
London
EY
Salary: Competitive
Posted: 12 days ago
South East London
Hitachi Consulting UK
Salary: From £60,000 to £80,000 per annum Incl Benefits + Bonus
Posted: 14 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 15 days ago
Nottingham
Venturi
Salary: £50000.00 - £55000.00 per annum + Bonus and Benefits
Posted: 16 days ago
Crawley
Hays Specialist Recruitment
Salary: £45000 - £50000 per annum + benefits
Posted: 16 days ago
City, London
Schroders plc
Posted: 18 days ago
Maple Cross, Nr Rickmansworth, Hertforshire
Rushworths Associates
Salary: Competitive base + car/car allowance & benefits
Posted: 19 days ago
Luton
easyJet Airline
Posted: 26 days ago