Period
to 23 July 2017

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 23 July 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 Management
England > London
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 154 149 164
Rank change year-on-year -5 +15 -5
Contract jobs citing Data Management 692 789 719
As % of all contract IT jobs advertised in London 1.66% 1.74% 1.56%
As % of the Processes & Methodologies category 1.92% 2.03% 1.90%
Number of daily rates quoted 453 552 455
London median daily rate £500 £500 £500
10th Percentile £325 £325 £313
90th Percentile £650 £670 £675
England median daily rate £463 £470 £475
% change year-on-year -1.60% -1.05% +11.76%
Number of hourly rates quoted 9 10 10
London median hourly rate £24.41 £19.25 £22.50
Median hourly rate % change year-on-year +26.82% -14.46% -
10th Percentile £15.45 £18.38 £15.48
90th Percentile £66.75 £35.95 £40.75
England median hourly rate £19.67 £19.00 £23.25
% change year-on-year +3.51% -18.28% +13.41%

Data Management 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 36039 38893 37923
As % of all contract IT job vacancies advertised in London 86.40% 85.75% 82.34%
Number of daily rates quoted 25789 28183 26781
London median daily rate £488 £463 £450
Median daily rate % change year-on-year +5.41% +2.78% +5.88%
10th Percentile £313 £303 £280
90th Percentile £656 £650 £638
England median daily rate £450 £425 £407
% change year-on-year +5.88% +4.42% +1.75%
Number of hourly rates quoted 372 331 517
London median hourly rate £24.39 £21.50 £19.72
Median hourly rate % change year-on-year +13.42% +9.05% +3.76%
10th Percentile £13.00 £11.25 £10.50
90th Percentile £51.93 £51.25 £57.50
England median hourly rate £25.00 £25.00 £21.75
% change year-on-year - +14.94% +6.10%

Data Management
Job Vacancy Trend in London

Job postings citing Data Management as a percentage of all IT jobs advertised in London.

Job vacancy trend for Data Management in London

Data Management
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Data Management in London

Data Management
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Data Management in London over the 6 months to 23 July 2017.

Contractor daily rate histogram for Data Management in London

Data Management
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Data Management in London

Data Management
Contractor Hourly Rate Histogram in London

The hourly rate distribution of IT jobs citing Data Management in London over the 6 months to 23 July 2017.

Contractor hourly rate histogram for Data Management in London

Data Management
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 Management within the London region over the 6 months to 23 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +26 164 £533 +12.11% 16
Canary Wharf +10 18 £633 +5.42%
Brentford +4 6 £385 - 1
Croydon - 5 £580 - 1
Bromley +14 4 £575 - 1
Uxbridge +4 3 £275 -38.89%
Westminster - 3 £485 -
Docklands, London -3 2 £545 +0.83%
Wimbledon - 2 £175 -
Data Management
England

For the 6 months to 23 July 2017, IT contractor jobs citing Data Management 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 Management.

1 269 (38.87%) Finance
2 205 (29.62%) SQL
3 164 (23.70%) Data Modelling
4 161 (23.27%) Banking
5 145 (20.95%) Analytical Skills
6 143 (20.66%) Agile Software Development
7 126 (18.21%) Business Intelligence
8 125 (18.06%) Analytics
9 115 (16.62%) Data Quality
10 111 (16.04%) Oracle
10 111 (16.04%) Master Data Management
11 105 (15.17%) SQL Server
12 102 (14.74%) Data Architecture
13 97 (14.02%) ETL
14 96 (13.87%) Data Warehouse
14 96 (13.87%) Data Analysis
15 89 (12.86%) Java
16 87 (12.57%) Investment Banking
17 86 (12.43%) Data Governance
18 82 (11.85%) Fintech
19 81 (11.71%) Microsoft
20 73 (10.55%) Degree
21 72 (10.40%) Management Information System
22 69 (9.97%) Python
22 69 (9.97%) Migration
23 65 (9.39%) Microsoft Excel
24 63 (9.10%) Business Analysis
25 62 (8.96%) Stakeholder Management
25 62 (8.96%) Asset Management
26 61 (8.82%) Data Integration

Data Management
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 34 (4.91%) SharePoint
2 23 (3.32%) SAS
3 16 (2.31%) BizTalk Server
4 15 (2.17%) Confluence
4 15 (2.17%) Skype for Business
5 12 (1.73%) Apache Spark
6 10 (1.45%) Apache
7 9 (1.30%) Elasticsearch
8 8 (1.16%) Adobe Experience Manager
9 7 (1.01%) CMS
10 6 (0.87%) Apache Pig
10 6 (0.87%) Drupal
11 5 (0.72%) JBoss
11 5 (0.72%) Oracle SOA Suite
12 4 (0.58%) Apache Solr
12 4 (0.58%) Tomcat
13 3 (0.43%) MQSeries
13 3 (0.43%) Mule
13 3 (0.43%) WebLogic
13 3 (0.43%) WebSphere
Applications
1 65 (9.39%) Microsoft Excel
2 29 (4.19%) Microsoft Office
2 29 (4.19%) MS Visio
3 20 (2.89%) Microsoft PowerPoint
4 6 (0.87%) SPSS
5 4 (0.58%) Microsoft Project
6 1 (0.14%) Photoshop
6 1 (0.14%) Stata
Business Applications
1 33 (4.77%) Markit EDM
2 21 (3.03%) Dynamics CRM
3 7 (1.01%) SimCorp Dimension
4 5 (0.72%) Eagle PACE
5 4 (0.58%) Eloqua
5 4 (0.58%) thinkFolio
6 3 (0.43%) Dynamics AX
6 3 (0.43%) Dynamics NAV
6 3 (0.43%) ION MarketView
6 3 (0.43%) iTrent
6 3 (0.43%) Loan IQ
6 3 (0.43%) Revive Adserver
6 3 (0.43%) Salesforce.com CRM
7 2 (0.29%) Hyperion Planning
7 2 (0.29%) SAP ERP
7 2 (0.29%) SAP IS-U
7 2 (0.29%) SAP MDM
8 1 (0.14%) CA PPM
8 1 (0.14%) NetSuite
8 1 (0.14%) Oracle EBS R12
Cloud Services
1 30 (4.34%) Microsoft Azure
2 28 (4.05%) Amazon AWS
3 14 (2.02%) Office 365
3 14 (2.02%) Yammer
4 9 (1.30%) Cloud Computing
5 7 (1.01%) Adobe Analytics
5 7 (1.01%) SaaS
6 4 (0.58%) CloudSense
6 4 (0.58%) Heroku
7 3 (0.43%) GitHub
7 3 (0.43%) Google Analytics
8 2 (0.29%) BlueKai
8 2 (0.29%) BrowserStack
8 2 (0.29%) Salesforce Sales Cloud
8 2 (0.29%) SuccessFactors
9 1 (0.14%) IBM Blueworks
9 1 (0.14%) iPaaS
9 1 (0.14%) Oracle CX
9 1 (0.14%) Salesforce Service Cloud
9 1 (0.14%) Sauce Labs
Communications & Networking
1 6 (0.87%) Network Security
2 5 (0.72%) SAN
3 4 (0.58%) Firewall
3 4 (0.58%) Intranet
3 4 (0.58%) SSL
3 4 (0.58%) Unified Communications
4 3 (0.43%) NAS
5 2 (0.29%) LDAP
5 2 (0.29%) RTP
5 2 (0.29%) SMS
5 2 (0.29%) TCP/IP
6 1 (0.14%) Broadband
6 1 (0.14%) CTI
6 1 (0.14%) FTP
6 1 (0.14%) HTTP
6 1 (0.14%) iSCSI
6 1 (0.14%) Kerberos
6 1 (0.14%) Multicast
6 1 (0.14%) Wi-Fi
Database & Business Intelligence
1 105 (15.17%) SQL Server
2 96 (13.87%) Data Warehouse
3 57 (8.24%) Big Data
4 52 (7.51%) Hadoop
5 43 (6.21%) Relational Database
5 43 (6.21%) SQL Server Integration Services
6 42 (6.07%) SQL Server Reporting Services
7 23 (3.32%) Apache Hive
8 20 (2.89%) SQL Server Analysis Services
9 18 (2.60%) BusinessObjects
9 18 (2.60%) KDB
9 18 (2.60%) QlikView
10 17 (2.46%) HBase
11 16 (2.31%) Data Mining
11 16 (2.31%) RDBMS
12 15 (2.17%) Kdb+
12 15 (2.17%) MongoDB
13 14 (2.02%) Crystal Reports
14 13 (1.88%) DB2
15 12 (1.73%) NoSQL
Development Applications
1 20 (2.89%) JIRA
2 15 (2.17%) Jenkins
3 13 (1.88%) Team Foundation Server
4 11 (1.59%) Talend Open Studio
5 9 (1.30%) ERwin
6 8 (1.16%) Maven
7 6 (0.87%) Bitbucket
7 6 (0.87%) Git (software)
7 6 (0.87%) Grunt
7 6 (0.87%) Selenium
8 5 (0.72%) Jasmine
8 5 (0.72%) PowerDesigner
8 5 (0.72%) Subversion
9 4 (0.58%) TeamCity
9 4 (0.58%) Visual Studio
9 4 (0.58%) webpack
10 3 (0.43%) gulp
10 3 (0.43%) Hudson
10 3 (0.43%) Rational Rhapsody
10 3 (0.43%) SoapUI
General
1 269 (38.87%) Finance
2 161 (23.27%) Banking
3 87 (12.57%) Investment Banking
4 39 (5.64%) Front Office
5 38 (5.49%) Retail
6 33 (4.77%) Marketing
7 27 (3.90%) Legal
8 26 (3.76%) Back Office
9 12 (1.73%) Telecoms
10 10 (1.45%) Financial Institution
11 6 (0.87%) Billing
11 6 (0.87%) Manufacturing
11 6 (0.87%) Pharmaceutical
11 6 (0.87%) Spanish Language
12 5 (0.72%) French Language
12 5 (0.72%) Law
12 5 (0.72%) Publishing
13 4 (0.58%) Games
13 4 (0.58%) Japanese Language
14 3 (0.43%) Retail Banking
Job Titles
1 211 (30.49%) Analyst
2 123 (17.77%) Architect
3 113 (16.33%) Developer
4 105 (15.17%) Data Analyst
5 84 (12.14%) Business Analyst
6 76 (10.98%) Data Architect
7 54 (7.80%) Consultant
8 35 (5.06%) Java Developer
9 32 (4.62%) Data Business Analyst
9 32 (4.62%) Project Manager
10 27 (3.90%) Data Manager
11 21 (3.03%) Solutions Architect
12 17 (2.46%) Electronic Trading Developer
13 16 (2.31%) SQL Analyst
13 16 (2.31%) SQL Developer
14 14 (2.02%) Senior Analyst
15 13 (1.88%) Business Data Analyst
15 13 (1.88%) Data Consultant
15 13 (1.88%) Senior Manager
16 12 (1.73%) Senior Architect
Libraries, Frameworks & Software Standards
1 31 (4.48%) HTML
2 29 (4.19%) XML
3 27 (3.90%) AngularJS
3 27 (3.90%) HTML5
4 24 (3.47%) .NET
5 23 (3.32%) Web Services
6 22 (3.18%) REST
7 21 (3.03%) CSS
8 20 (2.89%) Middleware
9 17 (2.46%) JSON
10 15 (2.17%) jQuery
11 14 (2.02%) D3.js
11 14 (2.02%) RESTful
11 14 (2.02%) Spring
12 12 (1.73%) SOAP
13 10 (1.45%) CSS3
14 9 (1.30%) COM
15 8 (1.16%) Node.js
16 7 (1.01%) Hibernate
17 6 (0.87%) Highcharts JS
Miscellaneous
1 145 (20.95%) Analytical Skills
2 82 (11.85%) Fintech
3 72 (10.40%) Management Information System
4 42 (6.07%) Data Structures
5 39 (5.64%) Reference Data
6 35 (5.06%) Foreign Exchange (FX)
7 31 (4.48%) Equities
8 28 (4.05%) Computer Science
9 26 (3.76%) Fixed Income
10 23 (3.32%) Enterprise Software
11 21 (3.03%) Derivative
12 17 (2.46%) Hedge funds
13 15 (2.17%) TWAP
13 15 (2.17%) VWAP
14 14 (2.02%) Credit Risk
15 12 (1.73%) Greenfield Project
16 11 (1.59%) Algorithms
16 11 (1.59%) Mainframe
16 11 (1.59%) Virtual Team
17 10 (1.45%) Replication
Operating Systems
1 51 (7.37%) Linux
2 46 (6.65%) Windows
3 34 (4.91%) Unix
4 9 (1.30%) Red Hat Enterprise Linux
5 6 (0.87%) Windows Server
6 5 (0.72%) CentOS
7 4 (0.58%) Apple iOS
8 2 (0.29%) Android
8 2 (0.29%) Windows 7
8 2 (0.29%) Windows Server 2008
9 1 (0.14%) Fedora
9 1 (0.14%) Solaris
9 1 (0.14%) VME
9 1 (0.14%) Windows 8
9 1 (0.14%) Windows Server 2003
9 1 (0.14%) Windows Server 2012
9 1 (0.14%) zOS
Processes & Methodologies
1 164 (23.70%) Data Modelling
2 143 (20.66%) Agile Software Development
3 126 (18.21%) Business Intelligence
4 125 (18.06%) Analytics
5 111 (16.04%) Master Data Management
6 102 (14.74%) Data Architecture
7 97 (14.02%) ETL
8 96 (13.87%) Data Analysis
9 86 (12.43%) Data Governance
10 69 (9.97%) Migration
11 63 (9.10%) Business Analysis
12 62 (8.96%) Asset Management
12 62 (8.96%) Stakeholder Management
13 61 (8.82%) Data Integration
14 60 (8.67%) CRM
14 60 (8.67%) Project Management
14 60 (8.67%) SDLC
15 45 (6.50%) Investment Management
16 43 (6.21%) Data Migration
16 43 (6.21%) Waterfall
Programming Languages
1 205 (29.62%) SQL
2 89 (12.86%) Java
3 69 (9.97%) Python
4 52 (7.51%) JavaScript
5 46 (6.65%) C#
6 30 (4.34%) C++
7 27 (3.90%) PL/SQL
8 24 (3.47%) Perl
8 24 (3.47%) T-SQL
9 20 (2.89%) R
10 17 (2.46%) VBA
11 12 (1.73%) C
12 7 (1.01%) Bash Shell
13 6 (0.87%) Apex Code
14 5 (0.72%) Ruby
15 4 (0.58%) ES6
15 4 (0.58%) Scala
15 4 (0.58%) TypeScript
16 3 (0.43%) PowerShell
16 3 (0.43%) VB
Qualifications
1 73 (10.55%) Degree
2 31 (4.48%) Security Cleared
3 24 (3.47%) SC Cleared
4 11 (1.59%) Computer Science Degree
5 9 (1.30%) RHCE
6 8 (1.16%) CISM
6 8 (1.16%) CISSP
7 6 (0.87%) ISEB
7 6 (0.87%) RHCA
8 5 (0.72%) ISTQB
9 4 (0.58%) CISA
9 4 (0.58%) CTC Cleared
9 4 (0.58%) IIBA
9 4 (0.58%) Master's Degree
9 4 (0.58%) PhD
10 3 (0.43%) RHCSA
11 2 (0.29%) BPSS Clearance
11 2 (0.29%) PRINCE2 Certification
12 1 (0.14%) A+ Certification
12 1 (0.14%) PMP
Quality Assurance & Compliance
1 115 (16.62%) Data Quality
2 33 (4.77%) MiFID
3 29 (4.19%) GDPR
4 17 (2.46%) QA
5 8 (1.16%) PCI DSS
5 8 (1.16%) SLA
6 6 (0.87%) PMO
6 6 (0.87%) Sarbanes-Oxley
7 5 (0.72%) ISO/IEC 27001
8 4 (0.58%) ISO 20022
8 4 (0.58%) Solvency II
9 3 (0.43%) Basel III
9 3 (0.43%) FedRAMP
10 2 (0.29%) Actionable Recommendations
10 2 (0.29%) COBIT
10 2 (0.29%) CRD IV
10 2 (0.29%) EMIR
10 2 (0.29%) Government Security Classifications
10 2 (0.29%) HMG Security Policy Framework
10 2 (0.29%) IFRS
System Software
1 12 (1.73%) Active Directory
2 8 (1.16%) Docker
3 7 (1.01%) HDFS
4 3 (0.43%) Apache Flume
5 2 (0.29%) SAP ITS
6 1 (0.14%) Apache ZooKeeper
6 1 (0.14%) Hyper-V
6 1 (0.14%) OpenAM
6 1 (0.14%) Platform Symphony
6 1 (0.14%) Veritas Cluster Server
6 1 (0.14%) Virtual Machines
6 1 (0.14%) VMware Infrastructure
6 1 (0.14%) vSphere
6 1 (0.14%) XenApp
Systems Management
1 11 (1.59%) Ansible
2 9 (1.30%) Opscode Chef
2 9 (1.30%) Puppet
3 7 (1.01%) Kubernetes
4 4 (0.58%) Kibana
4 4 (0.58%) NetBackup
5 3 (0.43%) logstash
5 3 (0.43%) Oracle RMAN
6 2 (0.29%) HP Quality Center
6 2 (0.29%) ITRS Geneos
7 1 (0.14%) BMC PATROL
7 1 (0.14%) Dollar Universe
7 1 (0.14%) Mesos
7 1 (0.14%) Nagios
7 1 (0.14%) OpenView
7 1 (0.14%) Salt
7 1 (0.14%) SCCM
7 1 (0.14%) SCOM
7 1 (0.14%) SCVMM
7 1 (0.14%) Symantec Enterprise Vault
Vendors
1 111 (16.04%) Oracle
2 81 (11.71%) Microsoft
3 41 (5.92%) Salesforce.com
3 41 (5.92%) SAP
4 36 (5.20%) Informatica
5 30 (4.34%) IBM
6 23 (3.32%) Tableau
7 21 (3.03%) Cloudera
8 14 (2.02%) Adobe
8 14 (2.02%) Charles River
8 14 (2.02%) Teradata
9 13 (1.88%) Sybase
10 12 (1.73%) Ab Initio
11 11 (1.59%) MapR
11 11 (1.59%) Red Hat
11 11 (1.59%) Talend
12 10 (1.45%) Splunk
13 9 (1.30%) Infor
13 9 (1.30%) Netezza
13 9 (1.30%) TIBCO
London
Hays London City Cheapside
Posted: 3 days ago
City, London
Optima Recruitment
Posted: 3 days ago
City, London
TEKsystems
Rate: £500 - £600 per day
Posted: 5 days ago
London
Harvey Nash plc
Rate: £375 - £425 per annum
Posted: 3 days ago
City, London
McGregor Boyall
Rate: £600 - £700 per day
Posted: 2 days ago
London
Sanderson
Rate: £600 - £650 per day
Posted: 5 days ago
City, London
TEKsystems
Rate: £600 - £700 per day
Posted: 6 days ago
London
Reed Technology
Rate: £800 - £1000 per day
Posted: 4 days ago
City of London
Robert Walters UK
Rate: £600 - £800 per day
Posted: 5 days ago
City, London
Energon People
Rate: £500 - £650 per day
Posted: 5 days ago