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 28 May 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
28 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 139 110 106
Rank change year-on-year
-29 -4
Contract jobs citing Data Analysis 866 955 947
As % of all contract IT jobs located in England 1.73% 1.90% 1.97%
As % of the Processes & Methodologies category 2.11% 2.40% 2.52%
Number of daily rates quoted 616 638 614
Median daily rate £400 £400 £413
Median daily rate % change year-on-year
- -3.03%
90% offered a daily rate of more than £250 £250 £225
10% offered a daily rate of more than £576 £550 £550
UK excluding London median daily rate £380 £375 £350
% change year-on-year
+1.33% +7.14%
Number of hourly rates quoted 18 22 21
Median hourly rate £16.08 £22.00 £22.50
Median hourly rate % change year-on-year
-26.93% -2.22%
90% offered a hourly rate of more than £12.00 £12.70 £11.25
10% offered a hourly rate of more than £22.50 £68.30 £60.00
UK excluding London median hourly rate £14.00 £20.97 £26.58
% change year-on-year
-33.23% -21.09%
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
41108 39802 37510
As % of all contract IT jobs located in England 82.14% 79.38% 78.04%
Number of daily rates quoted 27552 25663 24073
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £568
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 920 1132 1135
Median hourly rate £27.50 £28.69 £28.25
Median hourly rate % change year-on-year
-4.14% +1.55%
90% offered a hourly rate of more than £12.75 £12.00 £12.80
10% offered a hourly rate of more than £47.50 £47.83 £47.50
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

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 28 May 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 28 May 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 28 May 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 -23 428 £428 -2.28% 105
South East -40 133 £400 +6.66% 38
North West -23 67 £375 +6.00% 19
West Midlands +6 65 £375 -6.25% 16
South West +11 52 £420 +12.00% 11
Yorkshire -18 44 £400 +33.33% 16
East of England +13 37 £425 +13.33% 20
East Midlands +23 29 £325 -29.72% 10
Midlands +2 6 £300 -
North East -40 4 £271 -24.91% 6
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 28 May 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.

1 677 (38.16%) SQL
2 568 (32.02%) Finance
3 387 (21.82%) Data Modelling
4 360 (20.29%) Agile Software Development
5 321 (18.09%) Business Intelligence
6 285 (16.07%) Analytical Skills
7 271 (15.28%) Data Quality
8 265 (14.94%) MS Excel
9 263 (14.83%) Analytics
10 257 (14.49%) Data Warehouse
11 245 (13.81%) Microsoft
12 221 (12.46%) Business Analysis
13 219 (12.34%) Banking
14 215 (12.12%) Oracle
15 205 (11.56%) Project Management
16 194 (10.94%) Migration
17 192 (10.82%) SQL Server
18 188 (10.60%) ETL
19 163 (9.19%) Data Management
20 159 (8.96%) Stakeholder Management
21 147 (8.29%) Degree
22 144 (8.12%) Scrum
23 136 (7.67%) Java
24 134 (7.55%) Data Migration
25 131 (7.38%) SAS
26 124 (6.99%) Big Data
27 122 (6.88%) Management Information System
28 120 (6.76%) Visualisation
29 119 (6.71%) MS Office
30 116 (6.54%) Validation

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
1 131 (7.38%) SAS
2 69 (3.89%) SharePoint
3 29 (1.63%) Confluence
4 24 (1.35%) Apache Spark
5 23 (1.30%) Apache Pig
6 22 (1.24%) Elasticsearch
7 21 (1.18%) IIS
8 10 (0.56%) Apache
9 9 (0.51%) ArcGIS
9 9 (0.51%) CMS
10 7 (0.39%) BizTalk Server
10 7 (0.39%) FileNet
10 7 (0.39%) WebSphere
11 5 (0.28%) Node.js
11 5 (0.28%) WebLogic
12 3 (0.17%) SharePoint 2013
12 3 (0.17%) Skype for Business
13 2 (0.11%) IBM Notes
13 2 (0.11%) OpenStack
13 2 (0.11%) Oracle Workflow
Applications
1 265 (14.94%) MS Excel
2 119 (6.71%) MS Office
3 94 (5.30%) MS PowerPoint
4 34 (1.92%) SPSS
5 33 (1.86%) Spreadsheet
6 32 (1.80%) MS Visio
7 20 (1.13%) MS Project
8 13 (0.73%) Stata
9 5 (0.28%) Weka
10 2 (0.11%) Photoshop
11 1 (0.056%) Acrobat
11 1 (0.056%) Simulink
Business Applications
1 30 (1.69%) Dynamics CRM
2 12 (0.68%) SAP Oil and Gas
3 9 (0.51%) WebTrends
4 8 (0.45%) Markit EDM
4 8 (0.45%) Maximo
5 6 (0.34%) SAP HR
6 5 (0.28%) Eagle PACE
7 4 (0.23%) Front Arena
7 4 (0.23%) SAP Payroll
8 3 (0.17%) Dynamics AX
8 3 (0.17%) HFM
8 3 (0.17%) Hyperion Planning
8 3 (0.17%) Oracle EBS
8 3 (0.17%) SAP BPC
8 3 (0.17%) SAP MDM
9 2 (0.11%) Infor LN
9 2 (0.11%) Oracle Applications
9 2 (0.11%) Oracle Procure-to-Pay
9 2 (0.11%) SAP IS-U
9 2 (0.11%) Unit4 Business World
Cloud Services
1 25 (1.41%) Amazon AWS
2 17 (0.96%) Google Analytics
3 11 (0.62%) SaaS
4 10 (0.56%) Adobe Analytics
5 9 (0.51%) Microsoft Azure
6 8 (0.45%) IaaS
7 6 (0.34%) Office 365
8 4 (0.23%) Amazon EMR
8 4 (0.23%) Boomi
8 4 (0.23%) Cloud Computing
8 4 (0.23%) iPaaS
9 3 (0.17%) AdWords
9 3 (0.17%) Amazon S3
10 2 (0.11%) Google Cloud Platform
10 2 (0.11%) IBM Blueworks
10 2 (0.11%) Silverpop
10 2 (0.11%) SmartFocus
10 2 (0.11%) SuccessFactors
11 1 (0.056%) GitHub
11 1 (0.056%) Google Apps
Communications & Networking
1 28 (1.58%) Internet
2 26 (1.47%) DNS
2 26 (1.47%) Firewall
3 20 (1.13%) SSL
4 19 (1.07%) Reverse Proxy
5 17 (0.96%) FTP
5 17 (0.96%) NetScaler
6 9 (0.51%) HTTP
7 7 (0.39%) TCP/IP
8 6 (0.34%) ATM
8 6 (0.34%) Network Security
8 6 (0.34%) Remote Desktop
8 6 (0.34%) VPN
9 5 (0.28%) NAS
9 5 (0.28%) SAN
10 4 (0.23%) Intranet
10 4 (0.23%) TACACS
10 4 (0.23%) WAN
11 3 (0.17%) MPLS
11 3 (0.17%) OSPF
Database & Business Intelligence
1 257 (14.49%) Data Warehouse
2 192 (10.82%) SQL Server
3 124 (6.99%) Big Data
4 88 (4.96%) SQL Server Integration Services
5 87 (4.90%) Relational Database
6 86 (4.85%) Data Mining
7 84 (4.74%) SQL Server Reporting Services
8 76 (4.28%) BusinessObjects
8 76 (4.28%) MS Access
9 70 (3.95%) Hadoop
10 61 (3.44%) QlikView
11 59 (3.33%) Oracle Database
12 45 (2.54%) SQL Server Analysis Services
13 41 (2.31%) MySQL
14 32 (1.80%) Apache Hive
15 31 (1.75%) IBM InfoSphere
16 25 (1.41%) SQL Server 2012
17 23 (1.30%) RDBMS
18 22 (1.24%) Oracle BI EE
19 21 (1.18%) SAS Enterprise Guide
Development Applications
1 76 (4.28%) JIRA
2 26 (1.47%) ERwin
3 19 (1.07%) Cucumber
4 16 (0.90%) Selenium
5 15 (0.85%) Visual Studio
6 14 (0.79%) Team Foundation Server
7 11 (0.62%) Talend Open Studio
8 9 (0.51%) Toad
9 7 (0.39%) Git (software)
10 6 (0.34%) LoadRunner
10 6 (0.34%) SpecFlow
11 5 (0.28%) Eclipse
11 5 (0.28%) Grunt
11 5 (0.28%) gulp
11 5 (0.28%) HP UFT
11 5 (0.28%) JMeter
11 5 (0.28%) Oracle Forms
11 5 (0.28%) Protractor
11 5 (0.28%) SQL Server Management Studio (SSMS)
11 5 (0.28%) TeamCity
General
1 568 (32.02%) Finance
2 219 (12.34%) Banking
3 92 (5.19%) Marketing
4 83 (4.68%) Retail
5 70 (3.95%) Investment Banking
6 56 (3.16%) Telecoms
7 38 (2.14%) Front Office
8 33 (1.86%) Publishing
9 27 (1.52%) Manufacturing
10 25 (1.41%) Legal
11 23 (1.30%) Advertising
12 22 (1.24%) Financial Institution
13 16 (0.90%) Back Office
14 15 (0.85%) Local Government
15 14 (0.79%) Electronics
16 13 (0.73%) Billing
17 12 (0.68%) Automotive
18 11 (0.62%) German Language
18 11 (0.62%) Law
19 10 (0.56%) Retail Banking
Job Titles
1 1058 (59.64%) Analyst
2 415 (23.39%) Business Analyst
3 399 (22.49%) Data Analyst
4 201 (11.33%) Developer
5 102 (5.75%) SQL Analyst
6 96 (5.41%) Data Business Analyst
7 95 (5.36%) Architect
8 83 (4.68%) Consultant
9 76 (4.28%) Senior Analyst
10 70 (3.95%) Business Data Analyst
11 67 (3.78%) Data Architect
11 67 (3.78%) Project Manager
12 61 (3.44%) SQL Data Analyst
13 57 (3.21%) Business Intelligence Analyst
14 54 (3.04%) Banking Analyst
15 50 (2.82%) Technical Analyst
16 47 (2.65%) Excel Analyst
17 46 (2.59%) Financial Analyst
17 46 (2.59%) Risk Analyst
18 44 (2.48%) IT Analyst
Libraries, Frameworks & Software Standards
1 77 (4.34%) XML
2 62 (3.49%) HTML
3 53 (2.99%) .NET
4 49 (2.76%) Web Services
5 45 (2.54%) CSS
6 24 (1.35%) FpML
7 19 (1.07%) ELK Stack
8 18 (1.01%) J2EE
9 17 (0.96%) Middleware
10 16 (0.90%) AngularJS
10 16 (0.90%) FIX Protocol
10 16 (0.90%) REST
11 15 (0.85%) HTML5
12 14 (0.79%) SOAP
12 14 (0.79%) WinForms
13 13 (0.73%) Ruby on Rails
14 11 (0.62%) Gherkin
15 10 (0.56%) jQuery
15 10 (0.56%) XML Schema
16 9 (0.51%) D3.js
Miscellaneous
1 285 (16.07%) Analytical Skills
2 122 (6.88%) Management Information System
3 120 (6.76%) Visualisation
4 67 (3.78%) Statistics
5 61 (3.44%) Credit Risk
6 58 (3.27%) Data Integration
7 52 (2.93%) Computer Science
7 52 (2.93%) Data Structures
8 44 (2.48%) Data Extraction
8 44 (2.48%) NHS
8 44 (2.48%) Reference Data
9 41 (2.31%) Derivative
10 38 (2.14%) Algorithms
11 37 (2.09%) Equities
12 31 (1.75%) Fixed Income
12 31 (1.75%) Mathematics
13 25 (1.41%) Mobile App
14 24 (1.35%) Market Risk
15 21 (1.18%) Foreign Exchange (FX)
16 15 (0.85%) Credit Derivative
Operating Systems
1 83 (4.68%) Windows
2 77 (4.34%) Unix
3 54 (3.04%) Linux
4 14 (0.79%) Windows Server
5 12 (0.68%) Red Hat Enterprise Linux
6 9 (0.51%) Windows Server 2012
7 4 (0.23%) Windows 7
8 3 (0.17%) Solaris
9 2 (0.11%) Android
9 2 (0.11%) Apple iOS
9 2 (0.11%) Oracle Linux
10 1 (0.056%) AIX
10 1 (0.056%) CentOS
10 1 (0.056%) VMS
10 1 (0.056%) Windows Server 2008
10 1 (0.056%) Windows Vista
Processes & Methodologies
1 387 (21.82%) Data Modelling
2 360 (20.29%) Agile Software Development
3 321 (18.09%) Business Intelligence
4 263 (14.83%) Analytics
5 221 (12.46%) Business Analysis
6 205 (11.56%) Project Management
7 194 (10.94%) Migration
8 188 (10.60%) ETL
9 163 (9.19%) Data Management
10 159 (8.96%) Stakeholder Management
11 144 (8.12%) Scrum
12 134 (7.55%) Data Migration
13 116 (6.54%) Validation
14 110 (6.20%) Data Mapping
15 99 (5.58%) CRM
16 97 (5.47%) Change Management
17 83 (4.68%) Data Governance
17 83 (4.68%) SDLC
18 82 (4.62%) User Acceptance Testing
19 81 (4.57%) Data Analytics
Programming Languages
1 677 (38.16%) SQL
2 136 (7.67%) Java
3 88 (4.96%) Python
4 74 (4.17%) T-SQL
4 74 (4.17%) VBA
5 70 (3.95%) C#
5 70 (3.95%) PL/SQL
6 67 (3.78%) JavaScript
7 55 (3.10%) R
8 39 (2.20%) C
9 38 (2.14%) C++
10 31 (1.75%) Perl
11 29 (1.63%) Shell Script
11 29 (1.63%) VB
12 28 (1.58%) Ruby
13 25 (1.41%) MATLAB
14 23 (1.30%) PHP
15 17 (0.96%) Bash Shell
16 13 (0.73%) VB.NET
17 12 (0.68%) PowerShell
Qualifications
1 147 (8.29%) Degree
2 101 (5.69%) Security Cleared
3 73 (4.11%) SC Cleared
4 39 (2.20%) ISEB
5 16 (0.90%) PhD
6 13 (0.73%) DV Cleared
7 12 (0.68%) Cisco Certification
8 11 (0.62%) BPSS Clearance
9 9 (0.51%) CCNA
9 9 (0.51%) PMI Certification
10 8 (0.45%) ISTQB
10 8 (0.45%) ISTQB Foundation Certification
11 6 (0.34%) PMP
11 6 (0.34%) SAS Certification
12 4 (0.23%) CCNP
12 4 (0.23%) Microsoft Certification
13 3 (0.17%) ACCA
13 3 (0.17%) CISM
13 3 (0.17%) CISSP
13 3 (0.17%) HND
Quality Assurance & Compliance
1 271 (15.28%) Data Quality
2 86 (4.85%) QA
3 27 (1.52%) Solvency II
4 26 (1.47%) SLA
5 13 (0.73%) Disclosure Scotland
5 13 (0.73%) ISO20022
6 10 (0.56%) MiFID
7 6 (0.34%) FATCA
8 5 (0.28%) ISO 9000
9 4 (0.23%) Basel II
10 3 (0.17%) GxP
10 3 (0.17%) ISO/IEC 27001
11 2 (0.11%) GCP
12 1 (0.056%) Basel III
12 1 (0.056%) CRD IV
12 1 (0.056%) Dodd-Frank
12 1 (0.056%) EMIR
12 1 (0.056%) ISO 9001
12 1 (0.056%) PCI DSS
12 1 (0.056%) Sarbanes-Oxley
System Software
1 17 (0.96%) UAG
2 13 (0.73%) Active Directory
3 5 (0.28%) Docker
3 5 (0.28%) GridGain
3 5 (0.28%) ISA Server
4 4 (0.23%) Oracle RAC
4 4 (0.23%) VMware ESX
5 2 (0.11%) Apache Flume
5 2 (0.11%) HDFS
5 2 (0.11%) KVM
5 2 (0.11%) NFS
5 2 (0.11%) VMware ESXi
6 1 (0.056%) VMware Infrastructure
Systems Management
1 19 (1.07%) Kibana
1 19 (1.07%) logstash
2 17 (0.96%) Puppet
3 11 (0.62%) Opscode Chef
4 10 (0.56%) Graphite
4 10 (0.56%) HP Quality Center
4 10 (0.56%) StatsD
5 7 (0.39%) Ganglia
5 7 (0.39%) ITRS Geneos
6 6 (0.34%) Oracle EDQ
7 5 (0.28%) NetBackup
7 5 (0.28%) Oracle Enterprise Manager
7 5 (0.28%) Oracle RMAN
7 5 (0.28%) Tivoli Storage Manager
8 4 (0.23%) Control-M
9 3 (0.17%) Cisco IPCC
9 3 (0.17%) Kubernetes
10 2 (0.11%) CFEngine
10 2 (0.11%) Nagios
10 2 (0.11%) Oracle Identity Management
Vendors
1 245 (13.81%) Microsoft
2 215 (12.12%) Oracle
3 103 (5.81%) SAP
4 72 (4.06%) Tableau
5 58 (3.27%) IBM
6 40 (2.25%) Teradata
7 34 (1.92%) Informatica
8 26 (1.47%) Cognos
9 23 (1.30%) Google
10 18 (1.01%) Adobe
10 18 (1.01%) Salesforce.com
10 18 (1.01%) ServiceNow
11 17 (0.96%) Red Hat
12 16 (0.90%) Dynatrace
13 15 (0.85%) TIBCO
14 14 (0.79%) Splunk
15 13 (0.73%) Trillium
16 12 (0.68%) DataSynapse
17 11 (0.62%) HP
17 11 (0.62%) Talend
Halifax, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Rate: £400 - £450.00 per day
Posted: 2 hours ago
Coventry, West Midlands (County)
Rullion IT Plus
Posted: 2 days ago
City, London
Twenty Recruitment Group
Rate: £600 per annum
Posted: Yesterday
London
Opilio Recruitment
Rate: £45k - 49k per year
Posted: Yesterday
Halifax, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Rate: £350.00 - £450.00 per day
Posted: Yesterday
City, London
ANSON MCCADE
Rate: UKP 380 per day
Posted: 2 days ago
Hatfield, Hertfordshire
Lorien Resourcing
Posted: 2 days ago
Buckinghamshire
Rullion IT Plus
Posted: 4 days ago
London
Streamline Connections
Rate: £400 - £450 per day
Posted: 3 days ago
City, London
TEKsystems
Rate: £425 - £525 per day
Posted: 4 days ago
London
Venturi
Rate: £350 - £395 per day
Posted: 5 days ago
Winchester, Hampshire
Polar Recruitment
Rate: £320 - £350 per day
Posted: 5 days ago
Winchester, Hampshire
Connectus
Rate: £300 - £350 per day
Posted: 5 days ago
Bradford, West Yorkshire
4it Recruitment Ltd
Rate: From £300 to £350 per day
Posted: 5 days ago
City, London
Pioneer Search
Rate: £300 - £340 per day
Posted: 5 days ago
Chester, Cheshire
Oscar
Rate: £400 - £425 per day
Posted: 4 days ago
City of London
Venturi
Rate: £350 - £425 per day
Posted: 9 days ago
London
TEKsystems
Rate: £450 - £500 per day
Posted: 5 days ago
London
TEKsystems
Rate: £550 - £650 per day
Posted: 4 days ago
Bradford
Hays Specialist Recruitment
Rate: £280.00 - £300.00 per day
Posted: 8 days ago
London
TEKsystems
Rate: £575 - £625 per day
Posted: 5 days ago
London
Mint
Rate: £350 - £351 per day
Posted: 15 days ago
Richmond, Surrey
EYC Symphony
Rate: From £350 to £500 per annum
Posted: 12 days ago
Liverpool
Robert Walters UK
Rate: Competitive Daily Rates
Posted: 17 days ago
London
Progressive Recruitment
Rate: competitive
Posted: 19 days ago
East Midlands
Real Staffing
Rate: competitive
Posted: 12 days ago
Oxford
Arrows Group Ltd
Rate: £0.00 per annum
Posted: 18 days ago
Newcastle upon Tyne
Venturi
Rate: £300 - £325 per day
Posted: 17 days ago
City of London
Real Staffing
Rate: £450 - £500 per day + competitive
Posted: 15 days ago
London
Axiom Software Solutions
Posted: Yesterday