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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Architecture
Rank 449 473 523
Rank change year-on-year
+24 +50
Permanent jobs citing Data Architecture 507 559 487
As % of all permanent IT jobs located in England 0.60% 0.56% 0.46%
As % of the Processes & Methodologies category 0.69% 0.64% 0.53%
Number of salaries quoted 397 465 377
Median salary £70,000 £67,500 £62,500
Median salary % change year-on-year
+3.70% +8.00%
90% offered a salary of more than £45,000 £50,000 £43,000
10% offered a salary of more than £95,000 £87,750 £85,000
UK excluding London median salary £60,000 £61,375 £55,000
% change year-on-year
-2.24% +11.59%
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
74008 86796 91362
As % of all permanent IT jobs located in England 88.07% 87.55% 85.72%
Number of salaries quoted 61531 72502 75765
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 10 December 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 10 December 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 +23 285 £75,000 - 22
South East +29 88 £67,500 +8.00% 4
East of England +40 51 £60,000 -17.24% 5
North West +10 32 £55,000 -15.38% 1
South West +10 22 £52,500 +16.66% 2
West Midlands -20 15 £46,000 -16.36% 2
Yorkshire +22 9 £55,000 +4.76% 1
East Midlands +4 8 £50,000 -4.76% 3
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 10 December 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.

1 358 (35.62%) Data Modelling
2 354 (35.22%) Business Intelligence
3 350 (34.83%) Finance
4 318 (31.64%) Analytics
5 303 (30.15%) Data Warehouse
6 289 (28.76%) Data Management
7 280 (27.86%) ETL
8 269 (26.77%) SQL
9 260 (25.87%) Big Data
10 207 (20.60%) Data Quality
11 202 (20.10%) Oracle
12 198 (19.70%) Agile Software Development
13 178 (17.71%) SQL Server
14 177 (17.61%) Analytical Skills
15 174 (17.31%) Hadoop
15 174 (17.31%) Degree
16 161 (16.02%) Data Governance
17 160 (15.92%) Data Integration
18 151 (15.02%) Master Data Management
19 139 (13.83%) TOGAF
20 129 (12.84%) SOA
21 128 (12.74%) Microsoft
22 127 (12.64%) CRM
23 124 (12.34%) Data Analytics
24 122 (12.14%) NoSQL
25 117 (11.64%) Java
26 114 (11.34%) Retail
26 114 (11.34%) Enterprise Architecture
27 109 (10.85%) Banking
28 107 (10.65%) Computer Science

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 64 (6.37%) Apache Spark
2 39 (3.88%) SAS
3 36 (3.58%) Elasticsearch
4 22 (2.19%) Oracle SOA Suite
5 21 (2.09%) Apache
5 21 (2.09%) CMS
5 21 (2.09%) SharePoint
6 19 (1.89%) Apache Pig
7 8 (0.80%) Documentum
8 6 (0.60%) Adobe Experience Manager
8 6 (0.60%) Oracle Workflow
9 4 (0.40%) IIS
10 3 (0.30%) Apache Solr
10 3 (0.30%) BizTalk Server
10 3 (0.30%) Confluence
10 3 (0.30%) GlassFish
11 2 (0.20%) OpenStack
11 2 (0.20%) Sitecore CMS
11 2 (0.20%) Skype for Business
11 2 (0.20%) SugarCRM
Applications
1 78 (7.76%) MS Excel
2 41 (4.08%) MS Office
3 16 (1.59%) MS PowerPoint
4 9 (0.90%) SPSS
5 4 (0.40%) Gephi
6 3 (0.30%) Mathematica
7 1 (0.100%) MS Visio
7 1 (0.100%) Photoshop
7 1 (0.100%) Spreadsheet
7 1 (0.100%) Windchill
Business Applications
1 27 (2.69%) SAP MDM
2 23 (2.29%) SAP ERP
3 21 (2.09%) SAP ECC
3 21 (2.09%) SAP HR
3 21 (2.09%) SAP hybris
4 20 (1.99%) Dynamics CRM
5 14 (1.39%) Oracle EBS
6 10 (1.00%) Markit EDM
7 8 (0.80%) Dynamics AX
8 7 (0.70%) Eagle PACE
8 7 (0.70%) SAP CRM
9 5 (0.50%) Oracle EBS R12
9 5 (0.50%) Salesforce.com CRM
10 4 (0.40%) WebTrends
11 3 (0.30%) Oracle Payables
11 3 (0.30%) Oracle Retail
12 2 (0.20%) FastStats
12 2 (0.20%) IBM Operational Decision Manager
12 2 (0.20%) Oracle ERP
12 2 (0.20%) SAP Oil and Gas
Cloud Services
1 93 (9.25%) Amazon AWS
2 30 (2.99%) Amazon S3
3 28 (2.79%) Microsoft Azure
4 25 (2.49%) SaaS
5 17 (1.69%) Amazon EC2
6 14 (1.39%) iPaaS
7 13 (1.29%) Amazon EMR
8 11 (1.09%) Google Cloud Platform
8 11 (1.09%) PaaS
9 8 (0.80%) IaaS
10 7 (0.70%) Yammer
11 6 (0.60%) Cloud Computing
12 5 (0.50%) GitHub
13 3 (0.30%) Google Analytics
14 2 (0.20%) Amazon SQS
14 2 (0.20%) AWS Lambda
15 1 (0.100%) Adobe Analytics
15 1 (0.100%) IBM Cloud
15 1 (0.100%) Office 365
15 1 (0.100%) SoftLayer
Communications & Networking
1 78 (7.76%) Internet
2 19 (1.89%) Firewall
3 18 (1.79%) SAN
4 16 (1.59%) DNS
4 16 (1.59%) NAS
5 8 (0.80%) SSL
6 5 (0.50%) Broadband
6 5 (0.50%) Intranet
7 4 (0.40%) Skype
8 3 (0.30%) LAN
8 3 (0.30%) SMS
9 2 (0.20%) VoIP
10 1 (0.100%) CTI
10 1 (0.100%) Extranet
10 1 (0.100%) FTP
10 1 (0.100%) PPP
10 1 (0.100%) TCP/IP
10 1 (0.100%) WAN
Database & Business Intelligence
1 303 (30.15%) Data Warehouse
2 260 (25.87%) Big Data
3 178 (17.71%) SQL Server
4 174 (17.31%) Hadoop
5 122 (12.14%) NoSQL
6 102 (10.15%) Relational Database
7 91 (9.05%) SQL Server Integration Services
8 74 (7.36%) SQL Server Reporting Services
9 65 (6.47%) Amazon Redshift
10 56 (5.57%) RDBMS
11 52 (5.17%) BusinessObjects
12 50 (4.98%) SQL Server Analysis Services
13 43 (4.28%) GIS
14 38 (3.78%) QlikView
15 36 (3.58%) Apache Hive
16 31 (3.08%) MySQL
17 29 (2.89%) SQL Server 2008
18 27 (2.69%) Data Mart
18 27 (2.69%) MongoDB
19 22 (2.19%) OLAP
Development Applications
1 49 (4.88%) ERwin
2 23 (2.29%) Team Foundation Server
3 20 (1.99%) Talend Open Studio
4 14 (1.39%) Subversion
5 9 (0.90%) Eclipse
5 9 (0.90%) Git (software)
6 7 (0.70%) Visual Studio
7 6 (0.60%) XMLSpy
8 4 (0.40%) JIRA
8 4 (0.40%) Octopus Deploy
8 4 (0.40%) TeamCity
8 4 (0.40%) Visual Studio Team System
9 3 (0.30%) Ant
9 3 (0.30%) Maven
10 1 (0.100%) Cucumber
10 1 (0.100%) JUnit
10 1 (0.100%) Oracle Forms
10 1 (0.100%) PowerBuilder
10 1 (0.100%) TestNG
10 1 (0.100%) Visual Studio Tools for Office
General
1 350 (34.83%) Finance
2 114 (11.34%) Retail
3 109 (10.85%) Banking
4 74 (7.36%) Marketing
5 45 (4.48%) Investment Banking
6 43 (4.28%) Telecoms
7 29 (2.89%) Back Office
8 22 (2.19%) Manufacturing
9 20 (1.99%) Advertising
10 19 (1.89%) Mandarin Language
10 19 (1.89%) Spanish Language
11 16 (1.59%) Games
12 12 (1.19%) Financial Institution
13 11 (1.09%) Front Office
13 11 (1.09%) Military
13 11 (1.09%) Pharmaceutical
14 9 (0.90%) Legal
15 8 (0.80%) Publishing
16 7 (0.70%) Billing
17 6 (0.60%) Local Government
Job Titles
1 565 (56.22%) Architect
2 391 (38.91%) Data Architect
3 159 (15.82%) Solutions Architect
4 115 (11.44%) Developer
5 63 (6.27%) Enterprise Architect
6 61 (6.07%) Analyst
6 61 (6.07%) Big Data Architect
7 50 (4.98%) SOA Architect
8 48 (4.78%) Senior Architect
9 45 (4.48%) Enterprise Data Architect
10 38 (3.78%) ETL Architect
11 35 (3.48%) Consultant
12 32 (3.18%) DBA
13 31 (3.08%) Lead Architect
14 30 (2.99%) Head of Architecture
14 30 (2.99%) Head of Data Architecture
15 29 (2.89%) Data Analyst
16 28 (2.79%) SQL Developer
17 26 (2.59%) Senior Developer
18 25 (2.49%) Administrator
Libraries, Frameworks & Software Standards
1 67 (6.67%) .NET
2 50 (4.98%) XML
3 40 (3.98%) HTML
4 39 (3.88%) Web Services
5 35 (3.48%) CSS
6 30 (2.99%) Middleware
7 29 (2.89%) JSON
8 24 (2.39%) Kafka
9 23 (2.29%) jQuery
10 20 (1.99%) SOAP
11 18 (1.79%) Spring
12 17 (1.69%) ASP.NET
13 14 (1.39%) REST
14 13 (1.29%) Oracle Fusion
15 12 (1.19%) Ajax
15 12 (1.19%) AngularJS
15 12 (1.19%) LAMP
16 11 (1.09%) Hibernate
17 10 (1.00%) Node.js
17 10 (1.00%) XSD
Miscellaneous
1 177 (17.61%) Analytical Skills
2 160 (15.92%) Data Integration
3 107 (10.65%) Computer Science
4 98 (9.75%) Management Information System
5 89 (8.86%) Visualisation
6 44 (4.38%) Enterprise Software
7 28 (2.79%) Reference Data
8 25 (2.49%) Internet of Things
9 22 (2.19%) Data Structures
10 20 (1.99%) Credit Risk
10 20 (1.99%) Economics
11 19 (1.89%) Taxonomies
12 18 (1.79%) User Experience
13 17 (1.69%) iPad
13 17 (1.69%) Mobile App
14 15 (1.49%) Algorithms
15 13 (1.29%) Fintech
15 13 (1.29%) Online Games
16 10 (1.00%) Mathematics
17 9 (0.90%) Robotics
Operating Systems
1 25 (2.49%) Linux
2 22 (2.19%) Windows
3 11 (1.09%) Unix
4 7 (0.70%) Android
4 7 (0.70%) Apple iOS
5 5 (0.50%) Windows Server 2008
5 5 (0.50%) Windows Server 2012
Processes & Methodologies
1 358 (35.62%) Data Modelling
2 354 (35.22%) Business Intelligence
3 318 (31.64%) Analytics
4 289 (28.76%) Data Management
5 280 (27.86%) ETL
6 198 (19.70%) Agile Software Development
7 161 (16.02%) Data Governance
8 151 (15.02%) Master Data Management
9 139 (13.83%) TOGAF
10 129 (12.84%) SOA
11 127 (12.64%) CRM
12 124 (12.34%) Data Analytics
13 114 (11.34%) Enterprise Architecture
14 104 (10.35%) E-Commerce
14 104 (10.35%) Migration
15 96 (9.55%) SDLC
16 81 (8.06%) Information Architecture
16 81 (8.06%) Mentoring
17 77 (7.66%) Data Migration
18 70 (6.97%) Logical Data Model
Programming Languages
1 269 (26.77%) SQL
2 117 (11.64%) Java
3 59 (5.87%) Python
4 56 (5.57%) JavaScript
5 43 (4.28%) C#
6 35 (3.48%) T-SQL
7 29 (2.89%) PHP
8 28 (2.79%) R
9 25 (2.49%) PL/SQL
9 25 (2.49%) Scala
10 22 (2.19%) PowerShell
11 14 (1.39%) C
11 14 (1.39%) VBA
12 10 (1.00%) C++
13 8 (0.80%) VB.NET
14 7 (0.70%) COBOL
15 5 (0.50%) Go
16 4 (0.40%) Clojure
17 3 (0.30%) F#
17 3 (0.30%) Groovy
Qualifications
1 174 (17.31%) Degree
2 20 (1.99%) MBA
3 16 (1.59%) PMI Certification
4 15 (1.49%) PhD
4 15 (1.49%) Postgraduate
5 10 (1.00%) PMP
6 7 (0.70%) CISA
6 7 (0.70%) CISM
6 7 (0.70%) CISSP
7 5 (0.50%) Oracle Certification
7 5 (0.50%) PRINCE2 Certification
8 2 (0.20%) Chartered Engineer
8 2 (0.20%) MBCS
8 2 (0.20%) OCMJEA
8 2 (0.20%) Sun Certification
8 2 (0.20%) VMware Certified Professional (VCP)
9 1 (0.100%) CBAP
9 1 (0.100%) ISEB
9 1 (0.100%) MCITP
9 1 (0.100%) Microsoft Certification
Quality Assurance & Compliance
1 207 (20.60%) Data Quality
2 21 (2.09%) QA
3 17 (1.69%) ISO/IEC 27001
3 17 (1.69%) PCI DSS
4 6 (0.60%) MiFID
5 5 (0.50%) Dodd-Frank
5 5 (0.50%) Solvency II
6 4 (0.40%) Basel III
7 2 (0.20%) COBIT
7 2 (0.20%) SEPA
7 2 (0.20%) SLA
7 2 (0.20%) TARGET2
8 1 (0.100%) Actionable Recommendations
8 1 (0.100%) EMIR
8 1 (0.100%) ISO 9001
8 1 (0.100%) Sarbanes-Oxley
System Software
1 18 (1.79%) HDFS
2 16 (1.59%) VMware ESX
2 16 (1.59%) VMware ESXi
3 13 (1.29%) Apache Flume
4 5 (0.50%) Virtual Machines
5 2 (0.20%) Apache ZooKeeper
5 2 (0.20%) GridGain
5 2 (0.20%) VMware Infrastructure
6 1 (0.100%) Docker
6 1 (0.100%) Oracle RAC
Systems Management
1 16 (1.59%) SCOM
2 3 (0.30%) Data Guard
2 3 (0.30%) Oozie
2 3 (0.30%) Oracle Enterprise Manager
2 3 (0.30%) Oracle RMAN
3 2 (0.20%) Tivoli
4 1 (0.100%) HP Quality Center
Vendors
1 202 (20.10%) Oracle
2 128 (12.74%) Microsoft
3 78 (7.76%) Tableau
4 74 (7.36%) SAP
5 47 (4.68%) IBM
6 43 (4.28%) Informatica
6 43 (4.28%) Teradata
7 24 (2.39%) Google
7 24 (2.39%) hybris
8 20 (1.99%) Talend
9 19 (1.89%) HP
9 19 (1.89%) Salesforce.com
9 19 (1.89%) VMware
10 16 (1.59%) Cloudera
10 16 (1.59%) Cognos
10 16 (1.59%) EMC
10 16 (1.59%) Netezza
11 14 (1.39%) Vertica
12 12 (1.19%) ParAccel
13 11 (1.09%) Actimize
Nottingham, Nottinghamshire
Computer People
Salary: £50000.00 per annum
Posted: 13 hours ago
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £90000 per annum
Posted: 2 days ago
West London
Third Republic Ltd
Salary: Up to £85,000 per annum
Posted: 2 days ago
Warwickshire
Computer People
Salary: £60000 - £65000 per annum
Posted: 4 days ago
Ipswich, Suffolk
Send
Salary: From £55,000 to £62,000 per annum + bonus + benefits
Posted: 3 days ago
Norwich, Norfolk
Send
Salary: From £55,000 to £62,000 per annum + bonus + benefits
Posted: 3 days ago
Nottingham, Nottinghamshire
Gala Leisure (Gala Bingo)
Salary: £50,000 per annum
Posted: 2 days ago
London
Networkers
Salary: £60000 - £70000 per annum + Excellent Benefits Package
Posted: 2 days ago
London
Lifecycle Resources Ltd
Salary: bonus and benefits
Posted: Yesterday
London
Informatiq Consulting
Salary: £60000 - £80000 per annum + car allowance, pension
Posted: 5 days ago
City, London
Adteq
Salary: From £85,000 to £110,000 per annum Base to £100k plus allowance plus b
Posted: 4 days ago
Norwich, Norfolk
Reed Technology
Salary: £40000 - £45000 per annum
Posted: 4 days ago
London
Lifecycle Resources Ltd
Salary: bonus and benefits
Posted: Yesterday
London
Oliver Bernard
Salary: £55000 - £65000 per annum
Posted: Yesterday
City, London
Sopra Steria Recruitment
Salary: From £65,000 to £65,000 per annum
Posted: 5 days ago
London
Optima Connections
Salary: From £65,000 to £80,000 per annum + Bonus + Benefits
Posted: 3 days ago
London
Coal IT Services
Salary: From £70,000 to £82,000 per annum + Bonus + Excellent Benefits
Posted: 3 days ago
London
onezeero.
Salary: £70000 - £82000 per annum + bonus + package
Posted: 3 days ago
Loughborough, Leicestershire
1st Choice Computer Appointments Ltd
Salary: From £40,000 to £50,000 per annum
Posted: 3 days ago
Basingstoke, Hampshire
1st Choice Computer Appointments Ltd
Salary: From £40,000 to £50,000 per annum
Posted: 3 days ago
Harpenden, Hertfordshire
1st Choice Computer Appointments Ltd
Salary: From £40,000 to £50,000 per annum
Posted: 3 days ago
City of London
Michael Page Technology
Salary: £50000 - £55000 per annum + benefits
Posted: 7 days ago
London
Ampersand Consulting
Salary: £75000 per annum + Fantastic Benefits
Posted: 8 days ago
London
McGregor Boyall
Salary: £80000 - £95000 per annum
Posted: 5 days ago
London
Coburg Banks IT
Salary: £80000 - £90000 per annum + 15% Bonus plus excellent benefits
Posted: 3 days ago
London
Churchill Frank
Salary: £70000 - £100000 per annum + bonus, benefits, pension
Posted: 11 days ago
Stoke-On-Trent, Staffordshire
Evolution Recruitment Solutions
Salary: Excellent Salary and Benefits - please contact for details
Posted: 5 days ago
Cambridge, Cambridgeshire
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum
Posted: 3 days ago
Bristol
Hays Specialist Recruitment
Salary: £25000.00 - £40000.00 per annum
Posted: 22 days ago
London
Asgard ERP Limited
Salary: Up to £70,000 per annum (£85k package inc Bonus & Benefits)
Posted: 3 days ago