The table below looks at the statistics for Data Analysis skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Analysis over the 3 months to 25 September 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
25 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 114 118 116
Rank change year-on-year
+4 -2
Contract jobs citing Data Analysis 1050 1006 971
As % of all contract IT jobs located in England 2.14% 1.91% 1.85%
As % of the Processes & Methodologies category 2.56% 2.35% 2.38%
Number of daily rates quoted 724 676 645
Median daily rate £400 £425 £400
Median daily rate % change year-on-year
-5.88% +6.25%
90% offered a daily rate of more than £247 £250 £238
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £375 £390 £375
% change year-on-year
-3.84% +4.00%
Number of hourly rates quoted 38 34 34
Median hourly rate £20.00 £25.50 £21.62
Median hourly rate % change year-on-year
-21.56% +17.94%
90% offered a hourly rate of more than £12.43 £10.65 £13.95
10% offered a hourly rate of more than £38.00 £64.10 £76.00
UK excluding London median hourly rate £20.00 £28.72 £20.25
% change year-on-year
-30.36% +41.82%
Data Analysis
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
41047 42746 40764
As % of all contract IT jobs located in England 83.47% 81.10% 77.62%
Number of daily rates quoted 27382 28436 25881
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £293 £275
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1034 1183 1137
Median hourly rate £31.00 £32.00 £23.50
Median hourly rate % change year-on-year
-3.12% +36.17%
90% offered a hourly rate of more than £13.00 £13.00 £12.50
10% offered a hourly rate of more than £50.00 £47.76 £47.70
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

Data Analysis
Jobs Demand Trend in England

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

Data Analysis Jobs Demand Trend in England

Data Analysis
Daily Rate Trend in England

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

Data Analysis Daily Rate Trend in England

Data Analysis
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analysis across the England region over the 3 months to 25 September 2016.

Data Analysis Daily Rate Histogram in England

Data Analysis
Hourly Rate Trend in England

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

Data Analysis Hourly Rate Trend in England

Data Analysis
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Analysis across the England region over the 3 months to 25 September 2016.

Data Analysis Hourly Rate Histogram in England

Data Analysis
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 Analysis within the England region over the 3 months to 25 September 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
London 0 542 £439 -2.50% 81
South East -3 170 £393 -7.52% 19
East of England +77 97 £300 +3.44% 22
West Midlands -3 75 £406 +8.13% 9
North West -15 59 £400 +6.66% 22
South West +22 50 £394 +5.70% 11
Yorkshire -7 35 £388 +3.33% 16
East Midlands -12 14 £575 +29.57% 9
North East -28 6 £413 -8.83% 1
Midlands -7 1 £300 -6.25% 1
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 25 September 2016, IT contractor jobs citing Data Analysis 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 England region with a requirement for Data Analysis.

1 722 (37.33%) SQL
2 647 (33.45%) Finance
3 403 (20.84%) Analytical Skills
4 371 (19.18%) Agile Software Development
5 349 (18.05%) Data Modelling
6 348 (17.99%) Business Intelligence
7 300 (15.51%) Banking
8 268 (13.86%) Analytics
9 264 (13.65%) Microsoft
10 259 (13.39%) Data Warehouse
11 258 (13.34%) Migration
12 254 (13.13%) MS Excel
13 246 (12.72%) Stakeholder Management
14 244 (12.62%) Business Analysis
15 239 (12.36%) Oracle
16 228 (11.79%) Data Quality
17 217 (11.22%) ETL
18 216 (11.17%) Data Management
19 215 (11.12%) Project Management
20 210 (10.86%) Degree
21 181 (9.36%) SQL Server
22 168 (8.69%) Management Information System
23 163 (8.43%) Data Migration
24 162 (8.38%) MS Office
25 134 (6.93%) Visualisation
26 124 (6.41%) Big Data
27 123 (6.36%) Java
28 119 (6.15%) Data Mapping
28 119 (6.15%) Retail
29 110 (5.69%) Change Management

Data Analysis
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 96 (4.96%) SAS
2 55 (2.84%) SharePoint
3 32 (1.65%) Apache Spark
4 24 (1.24%) Apache Pig
5 23 (1.19%) Confluence
6 10 (0.52%) Apache
6 10 (0.52%) CMS
7 9 (0.47%) WebSphere
8 6 (0.31%) BizTalk Server
8 6 (0.31%) OpenStack
8 6 (0.31%) SharePoint Server
8 6 (0.31%) WebLogic
9 5 (0.26%) MS Exchange
9 5 (0.26%) Mule
9 5 (0.26%) Mule ESB
10 3 (0.16%) Elasticsearch
10 3 (0.16%) Tomcat
11 2 (0.10%) Exchange Server 2010
11 2 (0.10%) SharePoint 2013
11 2 (0.10%) Skype for Business
Applications
1 254 (13.13%) MS Excel
2 162 (8.38%) MS Office
3 104 (5.38%) MS PowerPoint
4 64 (3.31%) Spreadsheet
5 54 (2.79%) MS Visio
6 20 (1.03%) SPSS
7 16 (0.83%) MS Project
8 9 (0.47%) Stata
9 3 (0.16%) Photoshop
10 2 (0.10%) Open Workbench
11 1 (0.052%) Fireworks
11 1 (0.052%) LaTeX
11 1 (0.052%) PTC Creo
11 1 (0.052%) Simulink
11 1 (0.052%) Windchill
Business Applications
1 18 (0.93%) Dynamics CRM
2 17 (0.88%) Oracle EBS
3 14 (0.72%) Oracle EBS R12
3 14 (0.72%) Oracle Payables
4 13 (0.67%) Oracle Applications
5 10 (0.52%) Oracle Procure-to-Pay
6 8 (0.41%) Dynamics NAV
6 8 (0.41%) Maximo
6 8 (0.41%) Oracle Cash Management
6 8 (0.41%) Oracle E-Business Tax
6 8 (0.41%) Oracle iProcurement
6 8 (0.41%) SAP Oil and Gas
7 7 (0.36%) Markit EDM
8 6 (0.31%) SAP FI
9 5 (0.26%) Oracle BPM
9 5 (0.26%) SAP BPC
9 5 (0.26%) SAP CO
9 5 (0.26%) SAP FI/CO
10 4 (0.21%) Primavera
10 4 (0.21%) Summit
Cloud Services
1 32 (1.65%) Google Analytics
2 26 (1.34%) Amazon AWS
3 13 (0.67%) Microsoft Azure
4 12 (0.62%) Office 365
5 9 (0.47%) SaaS
6 8 (0.41%) IaaS
6 8 (0.41%) PaaS
7 5 (0.26%) Google Cloud Platform
8 4 (0.21%) Amazon EMR
8 4 (0.21%) BlueKai
9 2 (0.10%) Adobe Analytics
9 2 (0.10%) Cloud Computing
9 2 (0.10%) Google Apps
9 2 (0.10%) Google Drive
9 2 (0.10%) SmartFocus
9 2 (0.10%) Yammer
10 1 (0.052%) Amazon S3
10 1 (0.052%) Boomi
10 1 (0.052%) Force.com
10 1 (0.052%) iPaaS
Communications & Networking
1 35 (1.81%) Internet
2 22 (1.14%) Firewall
3 20 (1.03%) WAN
4 18 (0.93%) LAN
5 13 (0.67%) TCP/IP
6 12 (0.62%) WLAN
7 11 (0.57%) HTTP
7 11 (0.57%) NAS
8 9 (0.47%) Intranet
9 8 (0.41%) SAN
9 8 (0.41%) Wireless
10 7 (0.36%) Network Security
11 5 (0.26%) AMQP
11 5 (0.26%) VPN
12 4 (0.21%) TACACS
13 3 (0.16%) Kerberos
14 2 (0.10%) BGP
14 2 (0.10%) MPLS
14 2 (0.10%) OSPF
14 2 (0.10%) SSL
Database & Business Intelligence
1 259 (13.39%) Data Warehouse
2 181 (9.36%) SQL Server
3 124 (6.41%) Big Data
4 109 (5.64%) SQL Server Integration Services
4 109 (5.64%) SQL Server Reporting Services
5 93 (4.81%) Hadoop
6 79 (4.08%) BusinessObjects
7 76 (3.93%) Data Mining
8 63 (3.26%) QlikView
8 63 (3.26%) Relational Database
9 50 (2.59%) SQL Server Analysis Services
10 47 (2.43%) MS Access
11 40 (2.07%) MySQL
12 35 (1.81%) Apache Hive
13 34 (1.76%) Oracle Database
14 29 (1.50%) DB2
15 26 (1.34%) SQL Server 2008
16 25 (1.29%) Star Schema
17 24 (1.24%) IBM InfoSphere
18 22 (1.14%) Power BI
Development Applications
1 61 (3.15%) JIRA
2 24 (1.24%) Team Foundation Server
3 22 (1.14%) ERwin
4 16 (0.83%) Cucumber
5 15 (0.78%) Visual Studio
6 13 (0.67%) Talend Open Studio
7 12 (0.62%) SQL Server Management Studio (SSMS)
8 11 (0.57%) Selenium
9 10 (0.52%) Git (software)
10 8 (0.41%) WebDriver
11 6 (0.31%) Eclipse
11 6 (0.31%) Maven
11 6 (0.31%) SoapUI
12 5 (0.26%) IntelliJ
12 5 (0.26%) Jenkins
12 5 (0.26%) NetBeans
13 4 (0.21%) Fiddler
13 4 (0.21%) LoadRunner
13 4 (0.21%) Oracle APEX
14 3 (0.16%) TeamCity
General
1 647 (33.45%) Finance
2 300 (15.51%) Banking
3 119 (6.15%) Retail
4 101 (5.22%) Marketing
5 89 (4.60%) Investment Banking
6 56 (2.90%) Telecoms
7 39 (2.02%) Front Office
8 36 (1.86%) Financial Institution
9 31 (1.60%) Legal
9 31 (1.60%) Manufacturing
10 28 (1.45%) Law
11 27 (1.40%) Publishing
12 22 (1.14%) Retail Banking
13 15 (0.78%) Back Office
14 14 (0.72%) French Language
14 14 (0.72%) German Language
15 13 (0.67%) Billing
16 12 (0.62%) Advertising
17 10 (0.52%) General Ledger
17 10 (0.52%) Pharmaceutical
Job Titles
1 1129 (58.38%) Analyst
2 452 (23.37%) Business Analyst
3 421 (21.77%) Data Analyst
4 191 (9.88%) Developer
5 121 (6.26%) Architect
6 116 (6.00%) Senior Analyst
7 98 (5.07%) Project Manager
8 95 (4.91%) Data Business Analyst
9 88 (4.55%) SQL Analyst
10 81 (4.19%) Data Architect
11 74 (3.83%) Consultant
12 69 (3.57%) IT Analyst
13 63 (3.26%) Financial Analyst
14 62 (3.21%) Senior Business Analyst
15 59 (3.05%) Banking Analyst
15 59 (3.05%) Business Data Analyst
15 59 (3.05%) Business Intelligence Analyst
16 58 (3.00%) SQL Data Analyst
17 56 (2.90%) Business IT Analyst
18 55 (2.84%) IT Business Analyst
Libraries, Frameworks & Software Standards
1 59 (3.05%) XML
2 40 (2.07%) .NET
3 37 (1.91%) HTML
4 27 (1.40%) J2EE
5 25 (1.29%) Web Services
6 19 (0.98%) CSS
7 18 (0.93%) JSON
8 15 (0.78%) FpML
9 11 (0.57%) .NET Framework
9 11 (0.57%) ASP.NET
9 11 (0.57%) REST
10 10 (0.52%) Middleware
10 10 (0.52%) Pandas
10 10 (0.52%) scikit-learn
10 10 (0.52%) SOAP
11 9 (0.47%) Django
12 8 (0.41%) D3.js
12 8 (0.41%) Oracle Fusion
13 7 (0.36%) Entity Framework
13 7 (0.36%) web2py
Miscellaneous
1 403 (20.84%) Analytical Skills
2 168 (8.69%) Management Information System
3 134 (6.93%) Visualisation
4 62 (3.21%) Data Structures
5 60 (3.10%) Data Integration
6 58 (3.00%) Computer Science
7 56 (2.90%) Statistics
8 51 (2.64%) Credit Risk
9 50 (2.59%) Mathematics
10 49 (2.53%) NHS
11 48 (2.48%) Data Extraction
12 43 (2.22%) Equities
12 43 (2.22%) Mainframe
13 28 (1.45%) Algorithms
13 28 (1.45%) Foreign Exchange (FX)
14 27 (1.40%) Reference Data
15 26 (1.34%) Fixed Income
15 26 (1.34%) User Experience
16 24 (1.24%) Derivative
17 21 (1.09%) Market Risk
Operating Systems
1 102 (5.27%) Unix
2 76 (3.93%) Windows
3 64 (3.31%) Linux
4 16 (0.83%) Windows Vista
5 6 (0.31%) Red Hat Enterprise Linux
5 6 (0.31%) Windows 7
6 5 (0.26%) Windows Server
7 4 (0.21%) AIX
7 4 (0.21%) CentOS
8 3 (0.16%) Solaris
8 3 (0.16%) Windows 10
8 3 (0.16%) Windows Server 2008
9 2 (0.10%) Oracle Linux
10 1 (0.052%) Apple iOS
10 1 (0.052%) VMS
10 1 (0.052%) Windows XP
Processes & Methodologies
1 371 (19.18%) Agile Software Development
2 349 (18.05%) Data Modelling
3 348 (17.99%) Business Intelligence
4 268 (13.86%) Analytics
5 258 (13.34%) Migration
6 246 (12.72%) Stakeholder Management
7 244 (12.62%) Business Analysis
8 217 (11.22%) ETL
9 216 (11.17%) Data Management
10 215 (11.12%) Project Management
11 163 (8.43%) Data Migration
12 119 (6.15%) Data Mapping
13 110 (5.69%) Change Management
14 102 (5.27%) Scrum
15 95 (4.91%) Data Governance
16 92 (4.76%) Use Case
17 91 (4.71%) Data Architecture
17 91 (4.71%) SDLC
18 85 (4.40%) Data Analytics
18 85 (4.40%) ITIL
Programming Languages
1 722 (37.33%) SQL
2 123 (6.36%) Java
3 87 (4.50%) Python
4 75 (3.88%) T-SQL
5 68 (3.52%) PL/SQL
6 67 (3.46%) R
7 63 (3.26%) VBA
8 41 (2.12%) C#
9 33 (1.71%) C++
9 33 (1.71%) JavaScript
10 32 (1.65%) Shell Script
11 27 (1.40%) C
11 27 (1.40%) Perl
12 26 (1.34%) MATLAB
13 24 (1.24%) VB
14 16 (0.83%) Bash Shell
15 14 (0.72%) PHP
16 13 (0.67%) Scala
17 12 (0.62%) Ruby
18 8 (0.41%) NATURAL
Qualifications
1 210 (10.86%) Degree
2 94 (4.86%) Security Cleared
3 61 (3.15%) SC Cleared
4 38 (1.96%) ISEB
5 21 (1.09%) Cisco Certification
5 21 (1.09%) Microsoft Certification
6 19 (0.98%) CCNA
7 18 (0.93%) MCSE
8 17 (0.88%) CCA
9 16 (0.83%) BPSS Clearance
10 15 (0.78%) Citrix Certification
10 15 (0.78%) PhD
11 14 (0.72%) MCP
12 13 (0.67%) DV Cleared
13 10 (0.52%) CISSP
14 9 (0.47%) ISTQB
15 8 (0.41%) CIMA
15 8 (0.41%) HNC
16 6 (0.31%) HND
16 6 (0.31%) PMP
Quality Assurance & Compliance
1 228 (11.79%) Data Quality
2 72 (3.72%) QA
3 29 (1.50%) Solvency II
4 20 (1.03%) Disclosure Scotland
4 20 (1.03%) ISO20022
5 13 (0.67%) MiFID
5 13 (0.67%) SLA
6 8 (0.41%) GxP
7 7 (0.36%) Basel III
8 6 (0.31%) Sarbanes-Oxley
9 5 (0.26%) Basel II
9 5 (0.26%) EMIR
9 5 (0.26%) SAS 70
10 4 (0.21%) FATCA
10 4 (0.21%) ISO/IEC 27001
11 2 (0.10%) Actionable Recommendations
11 2 (0.10%) Dodd-Frank
11 2 (0.10%) GCP
12 1 (0.052%) COREP
12 1 (0.052%) CRD IV
System Software
1 23 (1.19%) Active Directory
2 9 (0.47%) Docker
3 7 (0.36%) Apache Flume
4 5 (0.26%) VMware Infrastructure
5 3 (0.16%) Microsoft App-V
6 2 (0.10%) Firmware
6 2 (0.10%) HDFS
6 2 (0.10%) ISA Server
6 2 (0.10%) NFS
6 2 (0.10%) VMware ESX
6 2 (0.10%) VMware ESXi
7 1 (0.052%) Apache ZooKeeper
7 1 (0.052%) KVM
7 1 (0.052%) Oracle RAC
7 1 (0.052%) Virtual Machines
Systems Management
1 9 (0.47%) Opscode Chef
1 9 (0.47%) Puppet
2 8 (0.41%) Oracle Identity Management
3 5 (0.26%) Ambari
3 5 (0.26%) Ansible
3 5 (0.26%) Nagios
3 5 (0.26%) NetBackup
3 5 (0.26%) Oozie
3 5 (0.26%) Oracle Identity Manager
4 4 (0.21%) HP Quality Center
5 3 (0.16%) Cisco IPCC
5 3 (0.16%) Control-M
5 3 (0.16%) Hadoop YARN
5 3 (0.16%) ITRS Geneos
5 3 (0.16%) McAfee ePO
5 3 (0.16%) Oracle EDQ
5 3 (0.16%) SCCM
6 2 (0.10%) CloudHub
6 2 (0.10%) Tivoli NetView
6 2 (0.10%) Tivoli Storage Manager
Vendors
1 264 (13.65%) Microsoft
2 239 (12.36%) Oracle
3 106 (5.48%) SAP
4 90 (4.65%) Tableau
5 61 (3.15%) Teradata
6 46 (2.38%) Google
7 45 (2.33%) IBM
8 33 (1.71%) ServiceNow
9 27 (1.40%) Cisco
9 27 (1.40%) Informatica
10 22 (1.14%) Cognos
11 20 (1.03%) Salesforce.com
12 17 (0.88%) VMware
13 16 (0.83%) Dynatrace
13 16 (0.83%) GoldenSource
14 13 (0.67%) Adobe
14 13 (0.67%) MicroStrategy
14 13 (0.67%) Talend
15 10 (0.52%) Splunk
16 9 (0.47%) Software AG
England
RP International
Posted: 21 hours ago
England
RP International
Posted: 21 hours ago
City, London
ComputAppoint
Rate: £400 - £450 per day
Posted: 3 days ago
London
Twenty Recruitment Group
Rate: £500.00 per day
Posted: 6 days ago
London
Venturi
Rate: £300 - £380 per day + Remote Work
Posted: 2 days ago
London
TEKsystems
Rate: £500 - £600 per day
Posted: 2 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Rate: Up to £350 per day
Posted: 5 days ago
Luton, Bedfordshire
Advantage XPO
Rate: £400 - £425 per day
Posted: 3 days ago
London
Opilio Recruitment
Posted: 3 days ago
South East London
Avance Consulting
Posted: 4 days ago
Staines, Middlesex
Experis Ltd
Rate: £362.00 per day
Posted: 3 days ago
London
Premier IT
Rate: £300 - £350 per day
Posted: 5 days ago
London
Harvey Nash plc
Rate: £500 - £525 per annum
Posted: 3 days ago
Maidenhead, Berkshire
ninesharp
Rate: £350 - £400 per day
Posted: 2 days ago
City, London
Harvey Nash plc
Rate: £450 - £500 per day
Posted: 5 days ago
London
Twenty Recruitment Group
Rate: £500 - £700 per day
Posted: 4 days ago
Nottingham
Nigel Frank International
Rate: £300 per day
Posted: 5 days ago
London
Harvey Nash plc
Rate: £300 - £350 per day
Posted: 6 days ago
City, London
Hydrogen Group
Rate: £450.00 - £525.00 per day
Posted: 3 days ago
South Yorkshire
HAYS INFORMATION TECHNOLOGY
Rate: £350.00 - £425.00 per day + Negotiable Day Rate
Posted: 3 days ago
London
Experis Ltd
Rate: £500 - £527 per day
Posted: 3 days ago
Bristol, Avon
Hydrogen Group
Posted: 6 days ago
Nottingham
G2 Recruitment Solutions
Rate: £200 - £250 per day
Posted: 6 days ago
London
Experis Ltd
Rate: £490 - £525 per day
Posted: 2 days ago
Leeds, West Yorkshire
ReThink Recruitment
Rate: £400 - £500 per day
Posted: 4 days ago
London
Harvey Nash plc
Rate: £500 - £550 per day
Posted: 6 days ago
London
Salt
Rate: £300 - £350 per day
Posted: 6 days ago
West London
People Source Consulting
Rate: £300 - £325 per day
Posted: 20 days ago
City, London
Kuoni Travel Ltd
Posted: 20 days ago
Coventry, West Midlands (County)
ReThink Recruitment
Posted: 6 days ago