The statistics below represent IT contracts advertised across the England region that had Data Architect featuring in the job title. Included is a guide to the contractor rates offered over the 3 months to 16 January 2017 with a comparison to same period over 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Data Architect
UK / England
Rank 245 259 294
Rank change year-on-year
+14 +35
Contract jobs requiring a Data Architect 404 389 342
As % of all contract IT jobs located in England 0.97% 0.85% 0.74%
As % of the Job Titles category 1.03% 0.90% 0.78%
Number of daily rates quoted 273 262 202
Median daily rate £550 £525 £525
Median daily rate % change year-on-year
+4.76% -
90% offered a daily rate of more than £450 £431 £400
10% offered a daily rate of more than £700 £698 £675
UK excluding London median daily rate £525 £500 £500
% change year-on-year
+5.00% -
Number of hourly rates quoted 2 0 1
Median hourly rate £48.25 - £38.25
UK excluding London median hourly rate - - £38.25

The following table is for comparison with the above and provides statistics for the entire Job Titles category in contract jobs advertised in the England region. Most job vacancies include a discernible job title. As such the figures in the first row provide an indication of the total number of contract jobs in the overall sample.

Job Titles Category
England
Contract IT job ads with a match in the
Job Titles category
39238 43349 43884
As % of all contract IT jobs located in England 94.62% 94.94% 94.73%
Number of daily rates quoted 25748 27917 28128
Median daily rate £428 £425 £400
Median daily rate % change year-on-year
+0.58% +6.25%
90% offered a daily rate of more than £250 £260 £235
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £395 £380 £375
% change year-on-year
+3.94% +1.33%
Number of hourly rates quoted 1338 1586 1778
Median hourly rate £18.00 £17.50 £16.50
Median hourly rate % change year-on-year
+2.85% +6.06%
90% offered a hourly rate of more than £11.00 £10.50 £10.50
10% offered a hourly rate of more than £45.00 £45.50 £37.50
UK excluding London median hourly rate £17.00 £17.50 £16.00
% change year-on-year
-2.85% +9.37%

Data Architect
Jobs Demand Trend in England

The demand trend of IT contracts across the England region that featured Data Architect in the job title.

Data Architect Jobs Demand Trend in England

Data Architect
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Architect across the England region.

Data Architect Daily Rate Trend in England

Data Architect
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Architect across the England region over the 3 months to 16 January 2017.

Data Architect Daily Rate Histogram in England

Data Architect
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Architect across the England region.

Data Architect Hourly Rate Trend in England

Data Architect
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Architect within the England region over the 3 months to 16 January 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +34 252 £575 - 30
South East -8 55 £500 -1.96% 11
North West +16 24 £500 - 5
South West +19 19 £550 - 3
West Midlands -7 19 £540 +18.35% 2
East of England -3 15 £525 -4.54% 1
East Midlands +11 6 £490 -2.00% 1
Yorkshire +3 6 £550 +15.78% 2
Midlands +2 4 £525 -
North East -19 1 - -
Data Architect
UK

Data Architect Skill Set
Top 30 Related IT Skills in England

For the 6 months to 16 January 2017, Data Architect contract jobs required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region featuring Data Architect in the job title.

1 402 (46.21%) Data Modelling
2 302 (34.71%) Data Architecture
3 258 (29.66%) Big Data
4 224 (25.75%) Data Warehouse
5 210 (24.14%) Business Intelligence
6 208 (23.91%) Hadoop
7 193 (22.18%) Finance
8 179 (20.57%) Data Management
9 170 (19.54%) ETL
10 157 (18.05%) SQL
11 150 (17.24%) Analytics
12 141 (16.21%) Data Integration
13 139 (15.98%) Migration
14 125 (14.37%) Oracle
15 118 (13.56%) Agile Software Development
16 116 (13.33%) Banking
17 114 (13.10%) Data Quality
18 112 (12.87%) Data Governance
19 98 (11.26%) SQL Server
20 95 (10.92%) Apache Spark
21 89 (10.23%) Apache Hive
22 87 (10.00%) TOGAF
23 82 (9.43%) Retail
23 82 (9.43%) Stakeholder Management
24 80 (9.20%) Data Migration
24 80 (9.20%) NoSQL
25 79 (9.08%) Analytical Skills
26 77 (8.85%) Data Analysis
27 73 (8.39%) Logical Data Model
28 70 (8.05%) MongoDB

Data Architect Skill Set
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 95 (10.92%) Apache Spark
2 36 (4.14%) Apache Pig
3 26 (2.99%) Elasticsearch
4 25 (2.87%) Apache
5 17 (1.95%) Apache Solr
5 17 (1.95%) Oracle SOA Suite
6 10 (1.15%) SharePoint
7 9 (1.03%) SAS
8 5 (0.57%) BizTalk Server
9 3 (0.34%) Mule
9 3 (0.34%) Mule ESB
9 3 (0.34%) SharePoint 2013
10 2 (0.23%) Cloud Foundry
10 2 (0.23%) JBoss
10 2 (0.23%) Oracle Coherence
10 2 (0.23%) SharePoint 2010
11 1 (0.11%) FileNet
11 1 (0.11%) IIS
11 1 (0.11%) MS Exchange
11 1 (0.11%) WebSphere
Applications
1 31 (3.56%) MS Excel
2 16 (1.84%) MS Visio
3 12 (1.38%) MS Office
4 9 (1.03%) MS Project
5 2 (0.23%) Spreadsheet
Business Applications
1 12 (1.38%) Dynamics CRM
2 8 (0.92%) Dynamics NAV
3 6 (0.69%) Unica
4 5 (0.57%) SAP Retail
5 4 (0.46%) SAP ERP
5 4 (0.46%) SAP Oil and Gas
6 3 (0.34%) Dynamics AX
6 3 (0.34%) Oracle EBS
7 2 (0.23%) SAP CRM
8 1 (0.11%) Markit EDM
8 1 (0.11%) Oracle Applications
8 1 (0.11%) Oracle Assets
8 1 (0.11%) Oracle EBS R12
8 1 (0.11%) Oracle HRMS
8 1 (0.11%) Oracle Retail
8 1 (0.11%) SAP MDM
Cloud Services
1 50 (5.75%) Microsoft Azure
2 38 (4.37%) Amazon AWS
3 26 (2.99%) PaaS
3 26 (2.99%) SaaS
4 11 (1.26%) Amazon EMR
5 9 (1.03%) Cloud Computing
5 9 (1.03%) IaaS
5 9 (1.03%) Office 365
6 8 (0.92%) Amazon S3
6 8 (0.92%) Azure Machine Learning
6 8 (0.92%) IBM Cloud
7 4 (0.46%) Amazon EC2
7 4 (0.46%) Boomi
7 4 (0.46%) GitHub
8 3 (0.34%) Amazon Glacier
8 3 (0.34%) AWS Lambda
8 3 (0.34%) SuccessFactors
9 2 (0.23%) Data Lake Analytics
9 2 (0.23%) iPaaS
10 1 (0.11%) Azure Active Directory
Communications & Networking
1 16 (1.84%) WAN
2 14 (1.61%) Firewall
2 14 (1.61%) HTTP
3 13 (1.49%) LAN
4 11 (1.26%) VPN
5 10 (1.15%) MPLS
5 10 (1.15%) SAN
6 9 (1.03%) VoIP
7 8 (0.92%) Internet
8 6 (0.69%) DNS
8 6 (0.69%) TCP/IP
9 5 (0.57%) BGP
9 5 (0.57%) Cisco Nexus
9 5 (0.57%) OSPF
10 4 (0.46%) Kerberos
11 3 (0.34%) Ethernet
11 3 (0.34%) IPsec
11 3 (0.34%) LDAP
11 3 (0.34%) Network Security
11 3 (0.34%) WLAN
Database & Business Intelligence
1 258 (29.66%) Big Data
2 224 (25.75%) Data Warehouse
3 208 (23.91%) Hadoop
4 98 (11.26%) SQL Server
5 89 (10.23%) Apache Hive
6 80 (9.20%) NoSQL
7 70 (8.05%) MongoDB
8 60 (6.90%) HBase
9 49 (5.63%) Relational Database
10 37 (4.25%) SQL Server Integration Services
11 35 (4.02%) Apache Cassandra
12 32 (3.68%) Power BI
12 32 (3.68%) QlikView
12 32 (3.68%) Sqoop
13 30 (3.45%) Data Lake
14 28 (3.22%) BusinessObjects
14 28 (3.22%) SQL Server Reporting Services
15 25 (2.87%) SQL Server Analysis Services
16 18 (2.07%) OLAP
16 18 (2.07%) Oracle Database
Development Applications
1 34 (3.91%) ERwin
2 17 (1.95%) Talend Open Studio
3 9 (1.03%) JIRA
3 9 (1.03%) PowerDesigner
4 4 (0.46%) Jenkins
4 4 (0.46%) Team Foundation Server
5 3 (0.34%) JMeter
5 3 (0.34%) LoadRunner
5 3 (0.34%) Selenium
6 2 (0.23%) Visual Studio
7 1 (0.11%) Apache Continuum
7 1 (0.11%) Git (software)
7 1 (0.11%) Oracle Forms
7 1 (0.11%) SoapUI
7 1 (0.11%) Toad
General
1 193 (22.18%) Finance
2 116 (13.33%) Banking
3 82 (9.43%) Retail
4 32 (3.68%) Investment Banking
5 29 (3.33%) Marketing
5 29 (3.33%) Telecoms
6 15 (1.72%) Legal
7 8 (0.92%) Financial Institution
7 8 (0.92%) Manufacturing
7 8 (0.92%) Retail Banking
8 7 (0.80%) Law
9 6 (0.69%) Publishing
10 5 (0.57%) Advertising
11 4 (0.46%) Back Office
11 4 (0.46%) Electronics
11 4 (0.46%) Games
11 4 (0.46%) Local Government
12 2 (0.23%) Front Office
13 1 (0.11%) Automotive
13 1 (0.11%) Billing
Libraries, Frameworks & Software Standards
1 48 (5.52%) Kafka
2 47 (5.40%) XML
3 31 (3.56%) Web Services
4 28 (3.22%) .NET
5 25 (2.87%) REST
6 22 (2.53%) XSD
7 16 (1.84%) J2EE
7 16 (1.84%) Middleware
8 15 (1.72%) RESTful
8 15 (1.72%) SOAP
9 10 (1.15%) JSON
9 10 (1.15%) XML Schema
10 9 (1.03%) HTML
10 9 (1.03%) XSLT
11 7 (0.80%) scikit-learn
12 6 (0.69%) FIX Protocol
13 5 (0.57%) CSS
13 5 (0.57%) Hibernate
14 4 (0.46%) FIXML
14 4 (0.46%) XML Messaging
Miscellaneous
1 141 (16.21%) Data Integration
2 79 (9.08%) Analytical Skills
3 67 (7.70%) Data Centre
4 50 (5.75%) Management Information System
5 49 (5.63%) Visualisation
6 42 (4.83%) Reference Data
7 39 (4.48%) Data Structures
8 23 (2.64%) Computer Science
9 21 (2.41%) Statistics
10 17 (1.95%) Ontologies
11 16 (1.84%) Taxonomies
12 14 (1.61%) User Experience
13 13 (1.49%) Replication
14 12 (1.38%) Credit Risk
14 12 (1.38%) Mathematics
15 10 (1.15%) Mainframe
16 9 (1.03%) Hybrid Cloud
17 8 (0.92%) Foreign Exchange (FX)
17 8 (0.92%) N-Tier
18 7 (0.80%) Algorithms
Operating Systems
1 36 (4.14%) Windows
2 32 (3.68%) Linux
2 32 (3.68%) Unix
3 9 (1.03%) Windows Server
4 4 (0.46%) AIX
4 4 (0.46%) Solaris
5 2 (0.23%) Windows 10
5 2 (0.23%) Windows 8
5 2 (0.23%) Windows Server 2003
5 2 (0.23%) Windows Server 2012
6 1 (0.11%) Android
6 1 (0.11%) Apple iOS
6 1 (0.11%) HPUX
6 1 (0.11%) Windows Server 2008
Processes & Methodologies
1 402 (46.21%) Data Modelling
2 302 (34.71%) Data Architecture
3 210 (24.14%) Business Intelligence
4 179 (20.57%) Data Management
5 170 (19.54%) ETL
6 150 (17.24%) Analytics
7 139 (15.98%) Migration
8 118 (13.56%) Agile Software Development
9 112 (12.87%) Data Governance
10 87 (10.00%) TOGAF
11 82 (9.43%) Stakeholder Management
12 80 (9.20%) Data Migration
13 77 (8.85%) Data Analysis
14 73 (8.39%) Logical Data Model
15 63 (7.24%) Enterprise Architecture
16 61 (7.01%) SOA
17 60 (6.90%) Physical Data Model
18 57 (6.55%) Master Data Management
19 53 (6.09%) Open Source
20 42 (4.83%) Machine Learning
Programming Languages
1 157 (18.05%) SQL
2 70 (8.05%) Java
3 55 (6.32%) Python
4 34 (3.91%) R
5 33 (3.79%) Scala
6 15 (1.72%) T-SQL
7 11 (1.26%) PL/SQL
8 9 (1.03%) C++
9 8 (0.92%) Perl
10 7 (0.80%) C#
10 7 (0.80%) SPARQL
11 6 (0.69%) C
11 6 (0.69%) Shell Script
12 3 (0.34%) PHP
12 3 (0.34%) Ruby
13 2 (0.23%) Data Analysis Expressions (DAX)
13 2 (0.23%) JavaScript
14 1 (0.11%) ActionScript
14 1 (0.11%) Delphi
14 1 (0.11%) MATLAB
Qualifications
1 66 (7.59%) Security Cleared
2 56 (6.44%) Degree
3 50 (5.75%) SC Cleared
4 11 (1.26%) PhD
5 8 (0.92%) Cisco Certification
5 8 (0.92%) PMP
6 7 (0.80%) DV Cleared
7 6 (0.69%) CCIE
8 4 (0.46%) CCNP
8 4 (0.46%) CISSP
9 3 (0.34%) BPSS Clearance
9 3 (0.34%) CTC Cleared
9 3 (0.34%) ISACA
9 3 (0.34%) SANS
10 2 (0.23%) BC Cleared
10 2 (0.23%) CCNA
11 1 (0.11%) CCDP
11 1 (0.11%) ISEB
11 1 (0.11%) MCSA
11 1 (0.11%) Microsoft Certification
Quality Assurance & Compliance
1 114 (13.10%) Data Quality
2 21 (2.41%) ISO20022
3 15 (1.72%) MiFID
4 14 (1.61%) FATCA
5 9 (1.03%) QA
6 6 (0.69%) Disclosure Scotland
6 6 (0.69%) Dublin Core
7 4 (0.46%) ISO/IEC 27001
7 4 (0.46%) SLA
8 3 (0.34%) PCI DSS
9 2 (0.23%) COBIT
10 1 (0.11%) Dodd-Frank
10 1 (0.11%) EMIR
10 1 (0.11%) ISO 9001
System Software
1 29 (3.33%) Apache Flume
2 15 (1.72%) HDFS
3 7 (0.80%) VMware Infrastructure
4 6 (0.69%) Apache ZooKeeper
4 6 (0.69%) vCloud
5 5 (0.57%) Active Directory
6 4 (0.46%) Virtual Machines
7 3 (0.34%) Samba
8 2 (0.23%) Btrfs
8 2 (0.23%) Hyper-V
9 1 (0.11%) EMC RecoverPoint
9 1 (0.11%) NFS
9 1 (0.11%) Oracle RAC
9 1 (0.11%) Virtual Servers
9 1 (0.11%) VMware ESX
Systems Management
1 11 (1.26%) Oozie
2 5 (0.57%) Hadoop YARN
2 5 (0.57%) Puppet
3 4 (0.46%) Ambari
3 4 (0.46%) BladeLogic
4 3 (0.34%) Graphite
4 3 (0.34%) logstash
5 2 (0.23%) Ansible
5 2 (0.23%) Control-M
6 1 (0.11%) DBAmp
6 1 (0.11%) FortiGate
6 1 (0.11%) Kibana
6 1 (0.11%) MOM
6 1 (0.11%) Opscode Chef
6 1 (0.11%) Rsyslog
6 1 (0.11%) SCCM
6 1 (0.11%) SolarWinds Orion
6 1 (0.11%) Tivoli Storage Manager
6 1 (0.11%) vRealize
Vendors
1 125 (14.37%) Oracle
2 66 (7.59%) Microsoft
3 60 (6.90%) SAP
4 36 (4.14%) Tableau
5 33 (3.79%) Informatica
6 32 (3.68%) IBM
7 28 (3.22%) Hortonworks
8 24 (2.76%) Cloudera
8 24 (2.76%) Teradata
9 19 (2.18%) Netezza
10 17 (1.95%) Cisco
10 17 (1.95%) Talend
11 14 (1.61%) Ab Initio
11 14 (1.61%) MapR
11 14 (1.61%) Salesforce.com
12 13 (1.49%) Splunk
12 13 (1.49%) VMware
13 11 (1.26%) Cognos
14 10 (1.15%) Sybase
15 9 (1.03%) Nuix
Berkshire
The Bridge Ltd
Rate: Market rates
Posted: 2 days ago
London
TEKsystems
Rate: £500 - £600 per day
Posted: 3 days ago
City, London
Eames Consulting
Rate: £600 - £800 per day
Posted: 2 days ago
London
McGregor Boyall
Rate: £750 - £800 per day
Posted: 3 days ago
South West London
Software Personnel International Ltd
Rate: From £400 to £500 per day
Posted: 6 days ago
Liverpool, Merseyside
Laudale
Rate: From £600 to £650 per day
Posted: 5 days ago
Runcorn, Cheshire
Uniting Ambition
Rate: £500 - 550 per day
Posted: 6 days ago
Bournemouth, Dorset
Hydrogen Group
Rate: £400.00 - £450.00 per day
Posted: 5 days ago
Southampton, Hampshire
The Bridge Ltd
Rate: Unspecified Neg
Posted: 5 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Rate: £350.00 - £400.00 per day
Posted: 6 days ago
South West London
Third Republic Ltd
Rate: From £400 to £450 per day
Posted: 6 days ago
Southampton, Hampshire
Lorien Resourcing
Rate: £470.00 - £477.00 per day
Posted: 5 days ago
London
Spring Technology
Posted: 5 days ago
Dorset
Square One Resources
Rate: Unspecified Negotiable
Posted: 5 days ago
Halifax, West Yorkshire
4it Recruitment Ltd
Rate: Unspecified Market Rate
Posted: 6 days ago