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 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 Analysis
Rank 131 142 134
Rank change year-on-year
+11 -8
Contract jobs citing Data Analysis 913 862 864
As % of all contract IT jobs located in England 1.94% 1.72% 1.67%
As % of the Processes & Methodologies category 2.34% 2.12% 2.17%
Number of daily rates quoted 635 581 572
Median daily rate £413 £425 £400
Median daily rate % change year-on-year
-2.94% +6.25%
90% offered a daily rate of more than £250 £274 £250
10% offered a daily rate of more than £575 £600 £593
UK excluding London median daily rate £388 £410 £375
% change year-on-year
-5.48% +9.33%
Number of hourly rates quoted 29 34 30
Median hourly rate £20.00 £22.50 £28.35
Median hourly rate % change year-on-year
-11.11% -20.62%
90% offered a hourly rate of more than £13.60 £12.00 £15.51
10% offered a hourly rate of more than £38.60 £40.00 £48.49
UK excluding London median hourly rate £19.31 £22.50 £28.00
% change year-on-year
-14.20% -19.64%
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
39017 40753 39816
As % of all contract IT jobs located in England 82.86% 81.41% 77.13%
Number of daily rates quoted 26180 26815 26337
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 1017 1222 1137
Median hourly rate £29.00 £30.90 £24.00
Median hourly rate % change year-on-year
-6.14% +28.75%
90% offered a hourly rate of more than £12.50 £12.50 £11.75
10% offered a hourly rate of more than £50.00 £50.00 £47.50
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 6 December 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 6 December 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 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
London +10 470 £450 - 86
South East +6 147 £400 -11.11% 25
West Midlands 0 78 £420 +2.43% 12
East of England +29 49 £350 -9.67% 8
Yorkshire -6 44 £388 -3.12% 4
North West -21 42 £350 -12.50% 19
South West -11 35 £388 -8.82% 13
East Midlands +6 27 £359 +4.36% 10
North East -30 20 £325 -18.75% 1
Midlands 0 1 £300 -
South Coast - 1 - -
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 6 December 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.

1 766 (38.75%) SQL
2 617 (31.21%) Finance
3 438 (22.15%) Analytical Skills
4 373 (18.87%) Agile Software Development
5 346 (17.50%) Business Intelligence
6 320 (16.19%) MS Excel
7 318 (16.08%) Microsoft
8 305 (15.43%) Data Modelling
9 302 (15.28%) Migration
10 297 (15.02%) Banking
11 292 (14.77%) Analytics
12 273 (13.81%) Data Warehouse
13 250 (12.65%) Business Analysis
14 244 (12.34%) Oracle
15 230 (11.63%) Data Management
16 226 (11.43%) Stakeholder Management
17 224 (11.33%) Degree
18 220 (11.13%) ETL
19 219 (11.08%) SQL Server
20 215 (10.88%) Project Management
21 208 (10.52%) Data Quality
22 189 (9.56%) Management Information System
23 187 (9.46%) Data Migration
24 180 (9.10%) MS Office
25 152 (7.69%) Visualisation
26 147 (7.44%) Big Data
27 141 (7.13%) Retail
28 139 (7.03%) Change Management
29 131 (6.63%) SQL Server Reporting Services
30 128 (6.47%) MS PowerPoint

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 91 (4.60%) SAS
2 51 (2.58%) SharePoint
3 37 (1.87%) WebSphere
4 36 (1.82%) Apache Spark
5 30 (1.52%) Apache Pig
6 21 (1.06%) Confluence
7 10 (0.51%) Oracle SOA Suite
8 9 (0.46%) WebLogic
9 8 (0.40%) Apache Solr
10 7 (0.35%) Apache
11 6 (0.30%) BizTalk Server
11 6 (0.30%) OpenStack
12 5 (0.25%) CMS
12 5 (0.25%) MS Exchange
12 5 (0.25%) Mule
12 5 (0.25%) Mule ESB
12 5 (0.25%) SharePoint Server
13 4 (0.20%) Elasticsearch
13 4 (0.20%) IIS
13 4 (0.20%) Tomcat
Applications
1 320 (16.19%) MS Excel
2 180 (9.10%) MS Office
3 128 (6.47%) MS PowerPoint
4 88 (4.45%) Spreadsheet
5 64 (3.24%) MS Visio
6 19 (0.96%) MS Project
7 15 (0.76%) SPSS
8 3 (0.15%) LaTeX
8 3 (0.15%) Stata
9 2 (0.10%) Open Workbench
9 2 (0.10%) Windchill
10 1 (0.051%) Fireworks
10 1 (0.051%) Photoshop
10 1 (0.051%) PTC Creo
10 1 (0.051%) Weka
Business Applications
1 26 (1.32%) Dynamics CRM
1 26 (1.32%) Oracle EBS R12
2 18 (0.91%) Oracle Applications
3 17 (0.86%) Oracle EBS
4 15 (0.76%) Markit EDM
5 14 (0.71%) Oracle Payables
6 13 (0.66%) Oracle Procure-to-Pay
7 9 (0.46%) Dynamics NAV
7 9 (0.46%) SAP Oil and Gas
8 8 (0.40%) Oracle Cash Management
8 8 (0.40%) Oracle E-Business Tax
8 8 (0.40%) Oracle iProcurement
8 8 (0.40%) Oracle Receivables
9 7 (0.35%) Oracle TCA
9 7 (0.35%) Relativity
10 6 (0.30%) Oracle ERP
11 5 (0.25%) Oracle BPM
11 5 (0.25%) ResourceLink
11 5 (0.25%) SAP FI
12 4 (0.20%) SAP BPC
Cloud Services
1 33 (1.67%) Google Analytics
2 25 (1.26%) SaaS
3 24 (1.21%) PaaS
4 21 (1.06%) Microsoft Azure
5 20 (1.01%) IaaS
6 19 (0.96%) Amazon AWS
6 19 (0.96%) Office 365
7 4 (0.20%) BlueKai
7 4 (0.20%) Google Cloud Platform
8 3 (0.15%) Amazon EC2
8 3 (0.15%) Flurry Analytics
9 2 (0.10%) Adobe Analytics
9 2 (0.10%) Amazon S3
9 2 (0.10%) Cloud Computing
9 2 (0.10%) G Suite
9 2 (0.10%) Google Drive
9 2 (0.10%) Yammer
10 1 (0.051%) Amazon EMR
10 1 (0.051%) AWS CloudFormation
10 1 (0.051%) GitHub
Communications & Networking
1 48 (2.43%) Internet
2 35 (1.77%) Firewall
3 26 (1.32%) LAN
3 26 (1.32%) WAN
4 19 (0.96%) WLAN
5 12 (0.61%) Intrusion Detection
5 12 (0.61%) TCP/IP
5 12 (0.61%) VPN
6 11 (0.56%) Intranet
7 10 (0.51%) HTTP
8 9 (0.46%) Wireless
9 8 (0.40%) Network Security
10 6 (0.30%) NAS
11 5 (0.25%) AMQP
12 3 (0.15%) Kerberos
12 3 (0.15%) SAN
12 3 (0.15%) Wireshark
13 2 (0.10%) SSL
14 1 (0.051%) GSM
14 1 (0.051%) SSH
Database & Business Intelligence
1 273 (13.81%) Data Warehouse
2 219 (11.08%) SQL Server
3 147 (7.44%) Big Data
4 131 (6.63%) SQL Server Reporting Services
5 128 (6.47%) SQL Server Integration Services
6 104 (5.26%) Hadoop
7 71 (3.59%) QlikView
8 69 (3.49%) Data Mining
8 69 (3.49%) SQL Server Analysis Services
9 63 (3.19%) BusinessObjects
10 62 (3.14%) Relational Database
11 46 (2.33%) Apache Hive
12 43 (2.18%) SQL Server 2008
13 39 (1.97%) MS Access
14 37 (1.87%) DB2
15 33 (1.67%) MySQL
16 30 (1.52%) Oracle Database
16 30 (1.52%) Power BI
17 27 (1.37%) Oracle Reports
18 21 (1.06%) Impala
Development Applications
1 60 (3.03%) JIRA
2 31 (1.57%) Team Foundation Server
3 26 (1.32%) Git (software)
4 17 (0.86%) SQL Server Management Studio (SSMS)
5 16 (0.81%) Talend Open Studio
6 15 (0.76%) ERwin
7 12 (0.61%) Visual Studio
8 10 (0.51%) Bitbucket
9 8 (0.40%) Cucumber
10 7 (0.35%) Jenkins
10 7 (0.35%) Selenium
10 7 (0.35%) SoapUI
11 6 (0.30%) Eclipse
12 5 (0.25%) IntelliJ
12 5 (0.25%) NetBeans
12 5 (0.25%) WebDriver
13 4 (0.20%) Fiddler
13 4 (0.20%) HP UFT
13 4 (0.20%) Liquibase
13 4 (0.20%) LoadRunner
General
1 617 (31.21%) Finance
2 297 (15.02%) Banking
3 141 (7.13%) Retail
4 109 (5.51%) Marketing
5 85 (4.30%) Investment Banking
6 54 (2.73%) Telecoms
7 43 (2.18%) Legal
8 36 (1.82%) Front Office
9 32 (1.62%) Manufacturing
10 30 (1.52%) Retail Banking
11 28 (1.42%) Law
12 25 (1.26%) Financial Institution
13 23 (1.16%) Publishing
14 16 (0.81%) Corporate Banking
15 14 (0.71%) French Language
15 14 (0.71%) Pharmaceutical
16 13 (0.66%) Back Office
17 12 (0.61%) German Language
18 11 (0.56%) Billing
19 10 (0.51%) Advertising
Job Titles
1 1090 (55.13%) Analyst
2 423 (21.40%) Business Analyst
3 409 (20.69%) Data Analyst
4 225 (11.38%) Developer
5 112 (5.67%) Architect
6 103 (5.21%) Project Manager
7 93 (4.70%) Senior Analyst
8 92 (4.65%) SQL Analyst
9 91 (4.60%) Data Business Analyst
10 86 (4.35%) Consultant
11 77 (3.89%) Data Architect
12 69 (3.49%) Business Intelligence Analyst
13 61 (3.09%) Financial Analyst
13 61 (3.09%) SQL Data Analyst
14 58 (2.93%) IT Analyst
15 54 (2.73%) Senior Business Analyst
15 54 (2.73%) SQL Developer
16 44 (2.23%) Banking Analyst
16 44 (2.23%) Business IT Analyst
16 44 (2.23%) IT Business Analyst
Libraries, Frameworks & Software Standards
1 52 (2.63%) XML
2 42 (2.12%) .NET
3 32 (1.62%) Web Services
4 25 (1.26%) JSON
5 23 (1.16%) J2EE
6 19 (0.96%) D3.js
6 19 (0.96%) HTML
7 14 (0.71%) SOAP
8 13 (0.66%) AngularJS
8 13 (0.66%) JMS
9 11 (0.56%) jQuery
9 11 (0.56%) Kafka
10 10 (0.51%) .NET Framework
10 10 (0.51%) ASP.NET
10 10 (0.51%) Material Design
10 10 (0.51%) Pandas
10 10 (0.51%) REST
10 10 (0.51%) scikit-learn
10 10 (0.51%) XSD
11 8 (0.40%) Django
Miscellaneous
1 438 (22.15%) Analytical Skills
2 189 (9.56%) Management Information System
3 152 (7.69%) Visualisation
4 65 (3.29%) Data Integration
4 65 (3.29%) Statistics
5 58 (2.93%) Data Structures
6 56 (2.83%) NHS
7 55 (2.78%) Computer Science
8 43 (2.18%) Data Extraction
9 42 (2.12%) Mathematics
10 41 (2.07%) Mainframe
11 37 (1.87%) Credit Risk
12 31 (1.57%) Foreign Exchange (FX)
13 30 (1.52%) Equities
14 28 (1.42%) User Experience
15 25 (1.26%) Derivative
16 20 (1.01%) Algorithms
16 20 (1.01%) FMCG
16 20 (1.01%) Reference Data
17 19 (0.96%) Data Centre
Operating Systems
1 105 (5.31%) Windows
2 101 (5.11%) Unix
3 81 (4.10%) Linux
4 27 (1.37%) Windows XP
5 24 (1.21%) AIX
6 21 (1.06%) Windows 2000
7 15 (0.76%) Windows Vista
8 9 (0.46%) Windows 10
9 6 (0.30%) Windows 7
10 5 (0.25%) CentOS
10 5 (0.25%) Windows Server
10 5 (0.25%) Windows Server 2008
11 4 (0.20%) Red Hat Enterprise Linux
12 2 (0.10%) Windows Server 2012
13 1 (0.051%) VMS
13 1 (0.051%) Windows 8
13 1 (0.051%) Windows Server 2003
Processes & Methodologies
1 373 (18.87%) Agile Software Development
2 346 (17.50%) Business Intelligence
3 305 (15.43%) Data Modelling
4 302 (15.28%) Migration
5 292 (14.77%) Analytics
6 250 (12.65%) Business Analysis
7 230 (11.63%) Data Management
8 226 (11.43%) Stakeholder Management
9 220 (11.13%) ETL
10 215 (10.88%) Project Management
11 187 (9.46%) Data Migration
12 139 (7.03%) Change Management
13 104 (5.26%) Data Analytics
13 104 (5.26%) Data Mapping
14 103 (5.21%) ITIL
15 102 (5.16%) Data Architecture
16 95 (4.81%) Scrum
17 89 (4.50%) ERP
18 86 (4.35%) Data Cleansing
19 84 (4.25%) CRM
Programming Languages
1 766 (38.75%) SQL
2 107 (5.41%) Python
3 105 (5.31%) T-SQL
4 97 (4.91%) Java
5 89 (4.50%) R
6 61 (3.09%) VBA
7 59 (2.98%) PL/SQL
8 50 (2.53%) C#
9 33 (1.67%) Scala
10 27 (1.37%) C++
10 27 (1.37%) JavaScript
11 23 (1.16%) C
11 23 (1.16%) MATLAB
11 23 (1.16%) Shell Script
11 23 (1.16%) VB
12 20 (1.01%) Perl
13 11 (0.56%) Bash Shell
14 8 (0.40%) NATURAL
15 7 (0.35%) VB.NET
16 6 (0.30%) ABAP
Qualifications
1 224 (11.33%) Degree
2 112 (5.67%) Security Cleared
3 62 (3.14%) SC Cleared
4 31 (1.57%) CCNA
4 31 (1.57%) Cisco Certification
4 31 (1.57%) ISEB
5 27 (1.37%) Microsoft Certification
6 25 (1.26%) MCP
6 25 (1.26%) MCSE
7 24 (1.21%) CCA
8 22 (1.11%) Citrix Certification
9 21 (1.06%) DV Cleared
10 15 (0.76%) BPSS Clearance
11 14 (0.71%) PhD
12 13 (0.66%) PMP
13 10 (0.51%) CISSP
14 9 (0.46%) GCIH
14 9 (0.46%) ISTQB
15 8 (0.40%) HNC
15 8 (0.40%) ITIL Certification
Quality Assurance & Compliance
1 208 (10.52%) Data Quality
2 72 (3.64%) QA
3 32 (1.62%) SLA
4 25 (1.26%) Disclosure Scotland
5 20 (1.01%) Solvency II
6 17 (0.86%) ISO20022
7 12 (0.61%) MiFID
8 7 (0.35%) FATCA
8 7 (0.35%) Sarbanes-Oxley
9 6 (0.30%) Basel III
9 6 (0.30%) EMIR
10 5 (0.25%) GxP
11 4 (0.20%) Basel II
11 4 (0.20%) SAS 70
12 3 (0.15%) 21 CFR Part 11
12 3 (0.15%) Actionable Recommendations
13 2 (0.10%) Dodd-Frank
13 2 (0.10%) ISO/IEC 27001
14 1 (0.051%) BS7666
14 1 (0.051%) P3O
System Software
1 25 (1.26%) Active Directory
2 9 (0.46%) Docker
3 7 (0.35%) VMware Infrastructure
4 6 (0.30%) Apache Flume
5 5 (0.25%) NDS
6 4 (0.20%) Firmware
7 3 (0.15%) Microsoft App-V
8 2 (0.10%) HDFS
9 1 (0.051%) Apache ZooKeeper
9 1 (0.051%) KVM
Systems Management
1 11 (0.56%) Oracle Identity Management
2 9 (0.46%) Hadoop YARN
2 9 (0.46%) Network Intrusion Detection System
2 9 (0.46%) Oracle Identity Manager
3 7 (0.35%) HP Quality Center
4 6 (0.30%) Opscode Chef
5 5 (0.25%) Ansible
5 5 (0.25%) Oozie
5 5 (0.25%) Thomson Reuters DACS
6 4 (0.20%) Ambari
6 4 (0.20%) Puppet
6 4 (0.20%) SCCM
7 3 (0.15%) ITRS Geneos
7 3 (0.15%) McAfee ePO
7 3 (0.15%) Nagios
7 3 (0.15%) Oracle EDQ
8 2 (0.10%) CloudHub
8 2 (0.10%) Control-M
8 2 (0.10%) Mesos
8 2 (0.10%) Salt
Vendors
1 318 (16.08%) Microsoft
2 244 (12.34%) Oracle
3 121 (6.12%) SAP
4 99 (5.01%) Tableau
5 58 (2.93%) Google
6 48 (2.43%) Teradata
7 35 (1.77%) Cisco
8 30 (1.52%) IBM
9 25 (1.26%) ServiceNow
10 22 (1.11%) Informatica
11 19 (0.96%) Cognos
11 19 (0.96%) Salesforce.com
11 19 (0.96%) Splunk
12 18 (0.91%) Cloudera
13 17 (0.86%) Adobe
14 16 (0.81%) Hortonworks
14 16 (0.81%) Talend
15 15 (0.76%) VMware
16 14 (0.71%) GoldenSource
16 14 (0.71%) MicroStrategy
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