The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Data Architecture skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Architecture over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Architecture
England / London
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 265 259 270
Rank change year-on-year -6 +11  
Contract jobs citing Data Architecture 151 175 154
As % of all contract IT jobs advertised in London 0.74% 0.81% 0.66%
As % of the Processes & Methodologies category 0.85% 0.95% 0.80%
Number of daily rates quoted 102 127 97
Median daily rate £563 £575 £600
Median daily rate % change year-on-year -2.17% -4.16%  
90% offered a daily rate of more than £475 £400 £402
10% offered a daily rate of more than £650 £675 £685
UK excluding London median daily rate £513 £500 £500
% change year-on-year +2.50% -  
Number of hourly rates quoted 0 1 0
Median hourly rate - £17.50 -
UK excluding London median hourly rate £18.00 - -

Data Architecture is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
London
Contract job vacancies with a requirement for process and methodology skills 17711 18496 19220
As % of all contract IT job vacancies advertised in London 86.64% 85.33% 82.14%
Number of daily rates quoted 12688 13519 13610
Median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.55%  
90% offered a daily rate of more than £350 £325 £310
10% offered a daily rate of more than £630 £625 £625
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 188 159 261
Median hourly rate £26.50 £21.00 £21.50
Median hourly rate % change year-on-year +26.19% -2.32%  
90% offered a hourly rate of more than £14.75 £12.50 £11.00
10% offered a hourly rate of more than £51.25 £46.00 £55.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Architecture
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Data Architecture as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Architecture in London

Data Architecture
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Architecture in London.

Contractor daily rate trend for Data Architecture in London

Data Architecture
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Data Architecture in London over the 3 months to 24 June 2017.

Contractor daily rate histogram for Data Architecture in London

Data Architecture
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Data Architecture in London

Data Architecture
Contract Job Locations in London

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 London region over the 3 months to 24 June 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
City of London +6 25 £550 - 7
Croydon - 7 £570 - 3
Canary Wharf +5 2 £605 -
Westminster - 2 £625 -
Docklands, London +2 1 £535 -0.92%
Data Architecture
England

For the 6 months to 24 June 2017, 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 London region with a requirement for Data Architecture.

1 127 (42.76%) Data Modelling
2 106 (35.69%) Finance
3 94 (31.65%) Data Management
3 94 (31.65%) Big Data
4 86 (28.96%) Agile Software Development
5 83 (27.95%) Java
6 80 (26.94%) SQL
7 78 (26.26%) Hadoop
8 64 (21.55%) ETL
9 63 (21.21%) Banking
10 55 (18.52%) Analytics
11 53 (17.85%) Data Warehouse
12 47 (15.82%) Business Intelligence
12 47 (15.82%) TOGAF
12 47 (15.82%) Data Integration
13 44 (14.81%) Data Quality
13 44 (14.81%) Microservices
14 42 (14.14%) Apache Spark
14 42 (14.14%) Migration
15 41 (13.80%) Analytical Skills
16 38 (12.79%) HBase
16 38 (12.79%) Amazon AWS
17 37 (12.46%) Apache Hive
17 37 (12.46%) Master Data Management
18 35 (11.78%) REST
19 34 (11.45%) Security Cleared
19 34 (11.45%) Data Analysis
20 33 (11.11%) MongoDB
21 31 (10.44%) SC Cleared
21 31 (10.44%) Data Migration

Data Architecture
Co-occurring IT Skills in London 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 42 (14.14%) Apache Spark
2 22 (7.41%) Apache Solr
3 14 (4.71%) Apache Pig
4 11 (3.70%) Confluence
4 11 (3.70%) JBoss
5 10 (3.37%) Elasticsearch
6 9 (3.03%) SAS
6 9 (3.03%) WebSphere
7 7 (2.36%) Tomcat
8 6 (2.02%) Apache
8 6 (2.02%) Mule
8 6 (2.02%) WebLogic
9 5 (1.68%) Oracle SOA Suite
10 3 (1.01%) Adobe Experience Manager
10 3 (1.01%) CMS
11 2 (0.67%) MQSeries
11 2 (0.67%) SharePoint
12 1 (0.34%) IIS
12 1 (0.34%) SharePoint Server
12 1 (0.34%) WebLogic Portal
Applications
1 7 (2.36%) Microsoft Excel
2 5 (1.68%) Microsoft Office
3 4 (1.35%) MS Visio
4 3 (1.01%) Microsoft PowerPoint
5 1 (0.34%) GNU Octave
5 1 (0.34%) SPSS
Business Applications
1 6 (2.02%) NetSuite
2 3 (1.01%) Workday HCM
3 2 (0.67%) Oracle EBS
3 2 (0.67%) Salesforce.com CRM
3 2 (0.67%) SAP Oil and Gas
4 1 (0.34%) Dynamics CRM
4 1 (0.34%) Markit EDM
4 1 (0.34%) Oracle Assets
4 1 (0.34%) Oracle Cash Management
4 1 (0.34%) Oracle EBS R12
4 1 (0.34%) Oracle iProcurement
4 1 (0.34%) Oracle Payables
4 1 (0.34%) Oracle Receivables
4 1 (0.34%) Oracle Retail
4 1 (0.34%) SAP HR
4 1 (0.34%) Temenos Globus
Cloud Services
1 38 (12.79%) Amazon AWS
2 14 (4.71%) Microsoft Azure
3 8 (2.69%) Cloud Computing
4 5 (1.68%) Amazon EC2
4 5 (1.68%) Amazon S3
5 4 (1.35%) Amazon SQS
5 4 (1.35%) AWS Data Pipeline
5 4 (1.35%) Heroku
6 3 (1.01%) Azure Data Factory
6 3 (1.01%) GitHub
6 3 (1.01%) Google Cloud Platform
6 3 (1.01%) PaaS
7 2 (0.67%) AWS CloudFormation
7 2 (0.67%) Azure Machine Learning
7 2 (0.67%) Data Lake Analytics
7 2 (0.67%) iPaaS
7 2 (0.67%) OpenShift
8 1 (0.34%) Office 365
8 1 (0.34%) Slack
8 1 (0.34%) Trello
Communications & Networking
1 13 (4.38%) Kerberos
2 6 (2.02%) Network Security
3 4 (1.35%) Skype
4 2 (0.67%) FTP
4 2 (0.67%) Internet
4 2 (0.67%) SMTP
5 1 (0.34%) DNS
5 1 (0.34%) Firewall
5 1 (0.34%) HTTP
5 1 (0.34%) RFID
5 1 (0.34%) TCP/IP
5 1 (0.34%) Wi-Fi
Database & Business Intelligence
1 94 (31.65%) Big Data
2 78 (26.26%) Hadoop
3 53 (17.85%) Data Warehouse
4 38 (12.79%) HBase
5 37 (12.46%) Apache Hive
6 33 (11.11%) MongoDB
7 29 (9.76%) SQL Server
8 25 (8.42%) NoSQL
9 17 (5.72%) Relational Database
10 14 (4.71%) Neo4j
10 14 (4.71%) RDBMS
11 12 (4.04%) PostgreSQL
12 10 (3.37%) Amazon Redshift
12 10 (3.37%) Apache Cassandra
13 9 (3.03%) BusinessObjects
14 8 (2.69%) Data Lake
14 8 (2.69%) IBM InfoSphere
14 8 (2.69%) Oracle Database
14 8 (2.69%) Sqoop
15 7 (2.36%) Enterprise Data Warehouse
Development Applications
1 16 (5.39%) JIRA
2 12 (4.04%) Cucumber
2 12 (4.04%) ERwin
3 11 (3.70%) Talend Open Studio
4 10 (3.37%) PowerDesigner
5 9 (3.03%) Jenkins
6 6 (2.02%) IntelliJ
7 5 (1.68%) Hudson
8 3 (1.01%) GitLab
8 3 (1.01%) Maven
9 2 (0.67%) Git (software)
9 2 (0.67%) Visual Studio
10 1 (0.34%) Sonatype Nexus
10 1 (0.34%) XMLSpy
General
1 106 (35.69%) Finance
2 63 (21.21%) Banking
3 16 (5.39%) Investment Banking
4 15 (5.05%) Legal
5 10 (3.37%) Back Office
6 8 (2.69%) Marketing
7 7 (2.36%) Billing
7 7 (2.36%) Front Office
8 6 (2.02%) Retail
9 5 (1.68%) Financial Institution
9 5 (1.68%) Law
9 5 (1.68%) Telecoms
10 2 (0.67%) Electronics
10 2 (0.67%) Games
10 2 (0.67%) Manufacturing
10 2 (0.67%) Pharmaceutical
10 2 (0.67%) Publishing
11 1 (0.34%) General Ledger
11 1 (0.34%) German Language
11 1 (0.34%) Retail Banking
Job Titles
1 166 (55.89%) Architect
2 112 (37.71%) Data Architect
3 39 (13.13%) Analyst
4 28 (9.43%) Developer
4 28 (9.43%) Solutions Architect
5 25 (8.42%) Senior Architect
6 23 (7.74%) Data Analyst
7 19 (6.40%) Consultant
7 19 (6.40%) Data Engineer
8 17 (5.72%) Business Analyst
9 16 (5.39%) Senior Data Architect
10 15 (5.05%) Big Data Engineer
11 13 (4.38%) Big Data Architect
12 12 (4.04%) Enterprise Architect
13 10 (3.37%) Designer
13 10 (3.37%) Hadoop Engineer
14 9 (3.03%) Data Modeller
14 9 (3.03%) Service Analyst
15 8 (2.69%) Integration Architect
15 8 (2.69%) Technical Architect
Libraries, Frameworks & Software Standards
1 35 (11.78%) REST
2 31 (10.44%) Web Services
3 21 (7.07%) Spring
4 20 (6.73%) Kafka
5 18 (6.06%) JSON
6 15 (5.05%) .NET
7 12 (4.04%) Drools
7 12 (4.04%) Spring Boot
7 12 (4.04%) XML
8 11 (3.70%) HTML
9 10 (3.37%) SOAP
10 9 (3.03%) Apache Camel
11 8 (2.69%) CSS
11 8 (2.69%) HTML5
12 7 (2.36%) Elastic Stack
12 7 (2.36%) Hibernate
12 7 (2.36%) jQuery
12 7 (2.36%) Middleware
12 7 (2.36%) RESTful
13 6 (2.02%) AngularJS
Miscellaneous
1 41 (13.80%) Analytical Skills
2 28 (9.43%) Data Structures
3 23 (7.74%) Reference Data
4 16 (5.39%) Algorithms
4 16 (5.39%) Management Information System
5 13 (4.38%) Market Risk
6 9 (3.03%) Distributed Denial-of-Service
6 9 (3.03%) Mainframe
6 9 (3.03%) Replication
7 7 (2.36%) Computer Science
7 7 (2.36%) Equities
7 7 (2.36%) Greenfield Project
8 6 (2.02%) Private Cloud
8 6 (2.02%) SWIFT
9 5 (1.68%) Credit Risk
9 5 (1.68%) Derivative
10 4 (1.35%) Fintech
10 4 (1.35%) Fixed Income
10 4 (1.35%) Taxonomies
10 4 (1.35%) Virtual Team
Operating Systems
1 19 (6.40%) Linux
2 7 (2.36%) Windows
3 1 (0.34%) Apple iOS
3 1 (0.34%) Solaris
3 1 (0.34%) Unix
Processes & Methodologies
1 127 (42.76%) Data Modelling
2 94 (31.65%) Data Management
3 86 (28.96%) Agile Software Development
4 64 (21.55%) ETL
5 55 (18.52%) Analytics
6 47 (15.82%) Business Intelligence
6 47 (15.82%) Data Integration
6 47 (15.82%) TOGAF
7 44 (14.81%) Microservices
8 42 (14.14%) Migration
9 37 (12.46%) Master Data Management
10 34 (11.45%) Data Analysis
11 31 (10.44%) Data Migration
11 31 (10.44%) SDLC
12 29 (9.76%) Data Governance
13 27 (9.09%) Enterprise Architecture
14 25 (8.42%) Risk Management
15 24 (8.08%) CRM
15 24 (8.08%) Logical Data Model
16 22 (7.41%) Stakeholder Management
Programming Languages
1 83 (27.95%) Java
2 80 (26.94%) SQL
3 26 (8.75%) Python
3 26 (8.75%) Scala
4 15 (5.05%) R
5 11 (3.70%) JavaScript
6 8 (2.69%) C#
7 6 (2.02%) PL/SQL
8 5 (1.68%) T-SQL
9 4 (1.35%) Shell Script
10 3 (1.01%) MATLAB
10 3 (1.01%) VB.NET
11 2 (0.67%) C
11 2 (0.67%) VB
12 1 (0.34%) Bash Shell
12 1 (0.34%) Groovy
12 1 (0.34%) Perl
12 1 (0.34%) PowerShell
12 1 (0.34%) VB6
12 1 (0.34%) VBA
Qualifications
1 34 (11.45%) Security Cleared
2 31 (10.44%) SC Cleared
3 15 (5.05%) Degree
4 6 (2.02%) CISA
4 6 (2.02%) CISM
4 6 (2.02%) CISSP
5 4 (1.35%) DV Cleared
5 4 (1.35%) Master's Degree
6 2 (0.67%) DBS Check
6 2 (0.67%) Numerate Degree
7 1 (0.34%) Computer Science Degree
7 1 (0.34%) MBA
7 1 (0.34%) OCP
7 1 (0.34%) Oracle Certification
Quality Assurance & Compliance
1 44 (14.81%) Data Quality
2 11 (3.70%) ISO 20022
2 11 (3.70%) MiFID
3 7 (2.36%) PCI DSS
3 7 (2.36%) QA
4 6 (2.02%) FedRAMP
5 4 (1.35%) GDPR
6 3 (1.01%) Sarbanes-Oxley
6 3 (1.01%) Solvency II
7 2 (0.67%) Government Security Classifications
7 2 (0.67%) HL7
7 2 (0.67%) HMG Security Policy Framework
7 2 (0.67%) IFRS
7 2 (0.67%) IFRS 9
7 2 (0.67%) ISO/IEC 27001
7 2 (0.67%) SEPA
7 2 (0.67%) SNOMED CT
8 1 (0.34%) Dodd-Frank
8 1 (0.34%) EMIR
8 1 (0.34%) PMO
System Software
1 21 (7.07%) HDFS
2 12 (4.04%) Apache ZooKeeper
2 12 (4.04%) Docker
3 10 (3.37%) Apache Flume
4 1 (0.34%) vCloud
Systems Management
1 10 (3.37%) Ansible
1 10 (3.37%) Terraform
2 9 (3.03%) Kubernetes
3 6 (2.02%) Kibana
3 6 (2.02%) logstash
4 4 (1.35%) MOM
5 3 (1.01%) Hadoop YARN
6 2 (0.67%) Opscode Chef
6 2 (0.67%) Puppet
7 1 (0.34%) Oozie
7 1 (0.34%) vRealize
Vendors
1 31 (10.44%) Oracle
2 29 (9.76%) Cloudera
3 23 (7.74%) IBM
3 23 (7.74%) Microsoft
4 18 (6.06%) Salesforce.com
5 16 (5.39%) MapR
6 13 (4.38%) Informatica
6 13 (4.38%) Nuix
6 13 (4.38%) Splunk
7 11 (3.70%) Talend
8 7 (2.36%) Ab Initio
8 7 (2.36%) Marketo
8 7 (2.36%) Software AG
8 7 (2.36%) Teradata
8 7 (2.36%) Zuora
9 6 (2.02%) Sage
9 6 (2.02%) SAP
10 5 (1.68%) ServiceNow
11 4 (1.35%) RapidMiner
11 4 (1.35%) Workday
London
Hays London City Cheapside
Posted: Yesterday
London
Volt
Rate: £450 - £550.00 per day
Posted: Yesterday
London
Mason Frank International
Posted: 18 hours ago
London
IntaPeople
Rate: £400 - £465 per day
Posted: Yesterday
London
ComputAppoint
Rate: £450 - £500 per day
Posted: Yesterday
London
Talent International
Rate: £550 - £700 per day
Posted: Yesterday
London
Haybrook IT Resourcing Ltd
Rate: Up to £600 per annum
Posted: Yesterday
City, London
Haybrook IT Resourcing Ltd
Rate: Up to £500 per day
Posted: Yesterday
Croydon, Surrey
Difrent
Rate: From £530 to £550 per day
Posted: 2 days ago
London
Martin & Conley
Rate: £700 - £900 per month
Posted: 3 days ago
Croydon, Surrey
People Source Consulting
Rate: £600 - £650 per day
Posted: 2 days ago
London
Experis Ltd
Rate: £400.00 - £600.00 per day
Posted: 2 days ago
London
Oliver Bernard
Rate: £500 - £600 per day
Posted: 4 days ago