The table below looks at the statistics for Data Architecture skills in IT contracts advertised for the South East region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Architecture over the 3 months to 6 December 2016 with a comparison to the same period over the previous 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
6 Dec 2016
Same period 2015 Same period 2014
Data Architecture
Rank 200 206 218
Rank change year-on-year
+6 +12
Contract jobs citing Data Architecture 51 59 48
As % of all contract IT jobs located in the South East 0.65% 0.63% 0.49%
As % of the Processes & Methodologies category 0.81% 0.79% 0.64%
Number of daily rates quoted 29 37 37
Median daily rate £550 £463 £500
Median daily rate % change year-on-year
+18.91% -7.50%
90% offered a daily rate of more than £470 £353 £365
10% offered a daily rate of more than £675 £718 £590
UK excluding London median daily rate £489 £475 £475
% change year-on-year
+2.94% -
Number of hourly rates quoted 0 1 0
Median hourly rate - £21.50 -
UK excluding London median hourly rate - £21.50 £59.75
% change year-on-year
- -64.01%
Data Architecture
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the South East region.

Processes & Methodologies Category
South East
Contract IT job ads with a match in the
Processes & Methodologies category
6304 7487 7494
As % of all contract IT jobs located in the South East 80.11% 79.62% 76.40%
Number of daily rates quoted 3759 4415 4208
Median daily rate £425 £400 £388
Median daily rate % change year-on-year
+6.25% +3.22%
90% offered a daily rate of more than £275 £275 £260
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 260 308 284
Median hourly rate £34.00 £37.09 £22.50
Median hourly rate % change year-on-year
-8.33% +64.84%
90% offered a hourly rate of more than £12.50 £12.49 £11.35
10% offered a hourly rate of more than £52.50 £55.00 £42.50
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

Data Architecture
Jobs Demand Trend in the South East

The demand trend of contract jobs across the South East region citing Data Architecture as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Architecture Jobs Demand Trend in the South East

Data Architecture
Daily Rate Trend in the South East

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

Data Architecture Daily Rate Trend in the South East

Data Architecture
Daily Rate Histogram in the South East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Architecture across the South East region over the 3 months to 6 December 2016.

Data Architecture Daily Rate Histogram in the South East

Data Architecture
Hourly Rate Trend in the South East

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

Data Architecture Hourly Rate Trend in the South East

Data Architecture
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Architecture within the South East region over the 3 months to 6 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Berkshire +14 21 £550 +19.56%
Buckinghamshire +14 13 £500 +42.85% 2
Hampshire +10 7 £600 -
Oxfordshire -1 4 £508 +1.60%
Surrey +18 3 £625 +38.88%
Kent +5 2 £490 +3.15%
West Sussex +9 1 £450 -
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in the South East

For the 6 months to 6 December 2016, IT contractor 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 contract ads across the South East region with a requirement for Data Architecture.

1 44 (43.14%) Data Modelling
2 32 (31.37%) Data Warehouse
2 32 (31.37%) Finance
3 27 (26.47%) Big Data
4 24 (23.53%) Data Management
5 20 (19.61%) Hadoop
5 20 (19.61%) Oracle
5 20 (19.61%) ETL
6 19 (18.63%) Agile Software Development
7 18 (17.65%) Migration
8 17 (16.67%) Analytics
8 17 (16.67%) Analytical Skills
9 16 (15.69%) Data Quality
10 14 (13.73%) NoSQL
10 14 (13.73%) Enterprise Architecture
10 14 (13.73%) Marketing
11 13 (12.75%) Business Analysis
11 13 (12.75%) Data Migration
11 13 (12.75%) Business Intelligence
11 13 (12.75%) Data Governance
12 12 (11.76%) Data Integration
13 11 (10.78%) IBM
13 11 (10.78%) SQL
13 11 (10.78%) HBase
14 10 (9.80%) Kafka
14 10 (9.80%) SQL Server
14 10 (9.80%) Stakeholder Management
14 10 (9.80%) Retail
14 10 (9.80%) Dimensional Modelling
14 10 (9.80%) Netezza

Data Architecture
Top Related IT Skills in the South East 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 6 (5.88%) Apache Pig
1 6 (5.88%) Apache Spark
2 5 (4.90%) SAS
3 3 (2.94%) Elasticsearch
4 2 (1.96%) SharePoint
5 1 (0.98%) BizTalk Server
5 1 (0.98%) CMS
5 1 (0.98%) IIS
5 1 (0.98%) MS Project Server
5 1 (0.98%) nginx
5 1 (0.98%) Oracle SOA Suite
5 1 (0.98%) SharePoint 2010
Applications
1 1 (0.98%) MS Excel
1 1 (0.98%) MS Project
1 1 (0.98%) SPSS
Business Applications
1 1 (0.98%) SAP Oil and Gas
1 1 (0.98%) Sonata
Cloud Services
1 5 (4.90%) Microsoft Azure
2 3 (2.94%) PaaS
3 2 (1.96%) Amazon AWS
4 1 (0.98%) Office 365
Communications & Networking
1 6 (5.88%) Internet
2 4 (3.92%) LDAP
3 1 (0.98%) DOCSIS
3 1 (0.98%) Network Security
3 1 (0.98%) SNMP
3 1 (0.98%) SSL
Database & Business Intelligence
1 32 (31.37%) Data Warehouse
2 27 (26.47%) Big Data
3 20 (19.61%) Hadoop
4 14 (13.73%) NoSQL
5 11 (10.78%) HBase
6 10 (9.80%) SQL Server
7 9 (8.82%) Data Lake
8 7 (6.86%) Apache Cassandra
8 7 (6.86%) Apache Hive
8 7 (6.86%) MongoDB
8 7 (6.86%) SQL Server Integration Services
9 6 (5.88%) Impala
9 6 (5.88%) Relational Database
9 6 (5.88%) Sqoop
10 4 (3.92%) OLAP
10 4 (3.92%) Oracle BI EE
10 4 (3.92%) SQL Server Analysis Services
11 3 (2.94%) BusinessObjects
11 3 (2.94%) PowerCenter
11 3 (2.94%) SQL Server Reporting Services
Development Applications
1 2 (1.96%) Git (software)
1 2 (1.96%) JMeter
1 2 (1.96%) LoadRunner
1 2 (1.96%) Selenium
1 2 (1.96%) SoapUI
1 2 (1.96%) Team Foundation Server
1 2 (1.96%) Visual Studio
2 1 (0.98%) Jenkins
2 1 (0.98%) JIRA
2 1 (0.98%) Octopus Deploy
2 1 (0.98%) Subversion
2 1 (0.98%) Talend Open Studio
2 1 (0.98%) TeamCity
2 1 (0.98%) Visual Studio Team System
General
1 32 (31.37%) Finance
2 14 (13.73%) Marketing
3 10 (9.80%) Retail
4 9 (8.82%) Banking
5 8 (7.84%) Telecoms
6 6 (5.88%) Mandarin Language
6 6 (5.88%) Spanish Language
7 2 (1.96%) Manufacturing
7 2 (1.96%) Publishing
7 2 (1.96%) Retail Banking
8 1 (0.98%) Billing
8 1 (0.98%) Electronics
Job Titles
1 65 (63.73%) Architect
2 50 (49.02%) Data Architect
3 13 (12.75%) Big Data Architect
4 8 (7.84%) Integration Architect
5 7 (6.86%) Analyst
5 7 (6.86%) Data Integration Architect
6 6 (5.88%) Business Manager
6 6 (5.88%) Developer
6 6 (5.88%) Enterprise Architect
6 6 (5.88%) Marketing Manager
6 6 (5.88%) Technical Architect
7 5 (4.90%) Administrator
8 4 (3.92%) Consultant
8 4 (3.92%) Designer
8 4 (3.92%) Java Programmer
8 4 (3.92%) OBIEE Administrator
8 4 (3.92%) Programmer
9 3 (2.94%) Database Architect
9 3 (2.94%) Digital Architect
9 3 (2.94%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 10 (9.80%) Kafka
2 8 (7.84%) XML
3 6 (5.88%) SOAP
4 5 (4.90%) Spark Streaming
5 4 (3.92%) REST
5 4 (3.92%) Web Services
6 3 (2.94%) JSON
7 2 (1.96%) .NET
7 2 (1.96%) Java EE
7 2 (1.96%) LAMP
7 2 (1.96%) RESTful
7 2 (1.96%) XSD
8 1 (0.98%) ASP.NET
8 1 (0.98%) HTML
8 1 (0.98%) IBM Integration Bus
8 1 (0.98%) J2EE
8 1 (0.98%) MDX
8 1 (0.98%) Middleware
8 1 (0.98%) Oracle GoldenGate
8 1 (0.98%) WCF
Miscellaneous
1 17 (16.67%) Analytical Skills
2 12 (11.76%) Data Integration
3 7 (6.86%) Economics
4 6 (5.88%) Data Structures
5 3 (2.94%) Enterprise Software
5 3 (2.94%) Management Information System
5 3 (2.94%) Visualisation
6 2 (1.96%) Life Science
6 2 (1.96%) Market Risk
6 2 (1.96%) Statistics
7 1 (0.98%) AS400
7 1 (0.98%) Computer Science
7 1 (0.98%) DataPower
7 1 (0.98%) Mathematics
7 1 (0.98%) Mobile App
7 1 (0.98%) NHS
7 1 (0.98%) Reference Data
7 1 (0.98%) Social Media
Operating Systems
1 1 (0.98%) Unix
Processes & Methodologies
1 44 (43.14%) Data Modelling
2 24 (23.53%) Data Management
3 20 (19.61%) ETL
4 19 (18.63%) Agile Software Development
5 18 (17.65%) Migration
6 17 (16.67%) Analytics
7 14 (13.73%) Enterprise Architecture
8 13 (12.75%) Business Analysis
8 13 (12.75%) Business Intelligence
8 13 (12.75%) Data Governance
8 13 (12.75%) Data Migration
9 10 (9.80%) Dimensional Modelling
9 10 (9.80%) Stakeholder Management
10 9 (8.82%) CRM
11 8 (7.84%) E-Commerce
11 8 (7.84%) Information Architecture
11 8 (7.84%) Programme Management
12 7 (6.86%) SOA
13 6 (5.88%) PLM
13 6 (5.88%) Project Management
Programming Languages
1 11 (10.78%) SQL
2 9 (8.82%) Java
3 7 (6.86%) Python
4 6 (5.88%) Perl
5 5 (4.90%) Scala
6 2 (1.96%) C++
6 2 (1.96%) JavaScript
6 2 (1.96%) PHP
6 2 (1.96%) Shell Script
7 1 (0.98%) C#
Qualifications
1 8 (7.84%) Degree
2 6 (5.88%) MBA
2 6 (5.88%) Security Cleared
3 5 (4.90%) SC Cleared
4 2 (1.96%) DV Cleared
5 1 (0.98%) CBAP
5 1 (0.98%) CLAS
5 1 (0.98%) PRINCE2 Certification
Quality Assurance & Compliance
1 16 (15.69%) Data Quality
2 2 (1.96%) QA
3 1 (0.98%) ISO 9000
3 1 (0.98%) ISO 9001
3 1 (0.98%) ISO/IEC 27001
3 1 (0.98%) SLA
System Software
1 6 (5.88%) Apache Flume
2 5 (4.90%) HDFS
3 1 (0.98%) Corosync
3 1 (0.98%) Docker
3 1 (0.98%) Squid
Systems Management
1 5 (4.90%) Hadoop YARN
2 3 (2.94%) Control-M
3 1 (0.98%) Oracle EDQ
3 1 (0.98%) Pacemaker
3 1 (0.98%) Puppet
Vendors
1 20 (19.61%) Oracle
2 11 (10.78%) IBM
3 10 (9.80%) Netezza
4 6 (5.88%) Ab Initio
4 6 (5.88%) Cloudera
4 6 (5.88%) Google
4 6 (5.88%) HP
5 4 (3.92%) Retek
5 4 (3.92%) SAP
6 3 (2.94%) Informatica
6 3 (2.94%) Microsoft
6 3 (2.94%) webMethods
7 2 (1.96%) MapR
8 1 (0.98%) Alteryx
8 1 (0.98%) CA
8 1 (0.98%) Hortonworks
8 1 (0.98%) Tableau
8 1 (0.98%) Talend
8 1 (0.98%) TIBCO
8 1 (0.98%) Trillium