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 26 February 2017 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
26 Feb 2017
Same period 2016 Same period 2015
Data Analysis
UK / England
Rank 132 119 108
Rank change year-on-year
-13 -11
Contract jobs citing Data Analysis 784 919 944
As % of all contract IT jobs located in England 1.89% 1.92% 1.98%
As % of the Processes & Methodologies category 2.28% 2.32% 2.48%
Number of daily rates quoted 538 611 583
Median daily rate £450 £400 £400
Median daily rate % change year-on-year
+12.50% -
90% offered a daily rate of more than £275 £250 £225
10% offered a daily rate of more than £575 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 14 38 24
Median hourly rate £20.43 £16.30 £18.38
Median hourly rate % change year-on-year
+25.39% -11.31%
90% offered a hourly rate of more than £14.75 £12.00 £15.75
10% offered a hourly rate of more than £46.39 £49.70 £32.57
UK excluding London median hourly rate £20.97 £15.63 £18.13
% change year-on-year
+34.20% -13.79%

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
34320 39574 38070
As % of all contract IT jobs located in England 82.95% 82.84% 79.79%
Number of daily rates quoted 22958 26223 24388
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 £281
10% offered a daily rate of more than £600 £600 £578
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+2.00% +0.24%
Number of hourly rates quoted 850 1079 1034
Median hourly rate £36.00 £37.50 £27.37
Median hourly rate % change year-on-year
-4.00% +37.01%
90% offered a hourly rate of more than £13.50 £13.00 £12.00
10% offered a hourly rate of more than £53.50 £55.00 £49.50
UK excluding London median hourly rate £36.00 £40.00 £28.50
% change year-on-year
-10.00% +40.35%

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 26 February 2017.

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 26 February 2017.

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 26 February 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
London -5 401 £450 - 95
South East -8 163 £468 +16.87% 45
North West +25 45 £375 +10.29% 21
West Midlands -19 44 £368 -2.00% 13
East of England -3 41 £335 -14.92% 17
South West -13 40 £380 -9.64% 10
Yorkshire +4 29 £425 +25.92% 13
East Midlands +6 16 £331 -11.66% 9
North East -12 3 £481 +406.31% 2
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 26 February 2017, 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.

1 639 (38.10%) SQL
2 554 (33.04%) Finance
3 386 (23.02%) Analytical Skills
4 327 (19.50%) Agile Software Development
5 286 (17.05%) Business Intelligence
6 275 (16.40%) MS Excel
7 272 (16.22%) Data Modelling
8 253 (15.09%) Oracle
9 252 (15.03%) Microsoft
10 243 (14.49%) Business Analysis
11 242 (14.43%) Analytics
12 230 (13.71%) Data Warehouse
13 222 (13.24%) Migration
14 211 (12.58%) SQL Server
15 210 (12.52%) ETL
16 207 (12.34%) Banking
17 201 (11.99%) Data Management
18 182 (10.85%) Stakeholder Management
19 179 (10.67%) Degree
20 172 (10.26%) Data Quality
21 169 (10.08%) Management Information System
22 152 (9.06%) Python
23 149 (8.88%) Project Management
24 141 (8.41%) Relational Database
25 140 (8.35%) Big Data
26 133 (7.93%) SQL Server Integration Services
27 132 (7.87%) Visualisation
28 128 (7.63%) MS Office
29 125 (7.45%) Data Migration
30 117 (6.98%) 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 81 (4.83%) SAS
2 51 (3.04%) Apache Spark
3 50 (2.98%) SharePoint
4 34 (2.03%) Apache Pig
5 32 (1.91%) WebSphere
6 28 (1.67%) Confluence
7 15 (0.89%) Apache Solr
8 12 (0.72%) BizTalk Server
8 12 (0.72%) CMS
9 10 (0.60%) WebLogic
10 8 (0.48%) Apache
11 4 (0.24%) JBoss
11 4 (0.24%) Oracle SOA Suite
12 3 (0.18%) GroupWise
12 3 (0.18%) SharePoint Server
13 2 (0.12%) Elasticsearch
13 2 (0.12%) IIS
14 1 (0.060%) GeoServer
14 1 (0.060%) Oracle UPK
14 1 (0.060%) Tomcat
Applications
1 275 (16.40%) MS Excel
2 128 (7.63%) MS Office
3 117 (6.98%) MS PowerPoint
4 71 (4.23%) Spreadsheet
5 52 (3.10%) MS Visio
6 21 (1.25%) SPSS
7 19 (1.13%) MS Project
8 2 (0.12%) LaTeX
8 2 (0.12%) Stata
9 1 (0.060%) Weka
9 1 (0.060%) Windchill
Business Applications
1 25 (1.49%) Dynamics CRM
2 17 (1.01%) Markit EDM
3 13 (0.78%) Oracle EBS R12
4 9 (0.54%) SAP Oil and Gas
5 8 (0.48%) Oracle Receivables
6 7 (0.42%) Oracle TCA
7 6 (0.36%) Oracle Applications
7 6 (0.36%) Oracle ERP
7 6 (0.36%) Oracle Procure-to-Pay
7 6 (0.36%) SAP FI
7 6 (0.36%) thinkFolio
8 5 (0.30%) Dynamics NAV
9 4 (0.24%) Relativity
9 4 (0.24%) Salesforce.com CRM
9 4 (0.24%) SAP CO
9 4 (0.24%) SAP FI/CO
9 4 (0.24%) SAP S/4HANA
9 4 (0.24%) Workday HCM
10 3 (0.18%) Maximo
10 3 (0.18%) SystmOne
Cloud Services
1 34 (2.03%) Microsoft Azure
2 31 (1.85%) Google Analytics
3 30 (1.79%) Amazon AWS
4 29 (1.73%) Office 365
5 25 (1.49%) SaaS
6 20 (1.19%) IaaS
7 19 (1.13%) PaaS
8 14 (0.83%) Amazon EC2
9 10 (0.60%) Amazon EMR
9 10 (0.60%) Amazon S3
10 4 (0.24%) Cloud Computing
10 4 (0.24%) Google Cloud Platform
11 3 (0.18%) AWS Lambda
12 2 (0.12%) Adobe Analytics
12 2 (0.12%) AWS CloudFormation
12 2 (0.12%) Azure Active Directory
12 2 (0.12%) Flurry Analytics
13 1 (0.060%) CloudFront
13 1 (0.060%) G Suite
13 1 (0.060%) IBM Cloud
Communications & Networking
1 29 (1.73%) Firewall
2 22 (1.31%) Internet
3 15 (0.89%) Intrusion Detection
4 14 (0.83%) LAN
5 12 (0.72%) Network Security
6 11 (0.66%) VPN
7 10 (0.60%) WAN
8 9 (0.54%) Intranet
8 9 (0.54%) WLAN
9 8 (0.48%) HTTP
10 6 (0.36%) TCP/IP
11 4 (0.24%) LDAP
11 4 (0.24%) Radio Access Network
12 2 (0.12%) 2G
12 2 (0.12%) 4G
12 2 (0.12%) Bluetooth
12 2 (0.12%) TETRA
12 2 (0.12%) Wi-Fi
12 2 (0.12%) Wireless
13 1 (0.060%) Broadband
Database & Business Intelligence
1 230 (13.71%) Data Warehouse
2 211 (12.58%) SQL Server
3 141 (8.41%) Relational Database
4 140 (8.35%) Big Data
5 133 (7.93%) SQL Server Integration Services
6 101 (6.02%) Hadoop
7 93 (5.55%) SQL Server Reporting Services
8 66 (3.94%) QlikView
9 63 (3.76%) SQL Server Analysis Services
10 57 (3.40%) Oracle Database
11 56 (3.34%) Apache Hive
12 50 (2.98%) Data Mining
13 48 (2.86%) BusinessObjects
14 47 (2.80%) MS Access
15 42 (2.50%) SQL Server 2008
16 36 (2.15%) DB2
17 32 (1.91%) SQL Server 2014
18 29 (1.73%) Power BI
19 28 (1.67%) NoSQL
19 28 (1.67%) Oracle Database 10g
Development Applications
1 56 (3.34%) JIRA
2 31 (1.85%) Team Foundation Server
3 29 (1.73%) Talend Open Studio
4 28 (1.67%) Git (software)
5 18 (1.07%) ERwin
6 15 (0.89%) SQL Server Management Studio (SSMS)
7 11 (0.66%) Jenkins
7 11 (0.66%) PowerDesigner
8 10 (0.60%) Bitbucket
9 9 (0.54%) Visual Studio
10 8 (0.48%) Liquibase
11 6 (0.36%) SoapUI
12 5 (0.30%) HP UFT
13 4 (0.24%) CA Gen
13 4 (0.24%) Fiddler
13 4 (0.24%) LoadRunner
14 3 (0.18%) Selenium
15 2 (0.12%) Cucumber
15 2 (0.12%) Toad
15 2 (0.12%) Visual Studio Team System
General
1 554 (33.04%) Finance
2 207 (12.34%) Banking
3 101 (6.02%) Retail
4 76 (4.53%) Marketing
5 61 (3.64%) Investment Banking
6 52 (3.10%) Legal
7 37 (2.21%) Telecoms
8 33 (1.97%) Manufacturing
9 23 (1.37%) Front Office
9 23 (1.37%) Publishing
10 22 (1.31%) Back Office
10 22 (1.31%) Pharmaceutical
11 21 (1.25%) Retail Banking
12 16 (0.95%) Corporate Banking
12 16 (0.95%) Law
13 11 (0.66%) Billing
13 11 (0.66%) French Language
14 10 (0.60%) Advertising
15 9 (0.54%) Financial Institution
16 8 (0.48%) Automotive
Job Titles
1 943 (56.23%) Analyst
2 353 (21.05%) Business Analyst
3 343 (20.45%) Data Analyst
4 204 (12.16%) Developer
5 100 (5.96%) SQL Analyst
6 96 (5.72%) Architect
7 95 (5.66%) Systems Analyst
8 91 (5.43%) Data Business Analyst
9 74 (4.41%) Consultant
10 67 (4.00%) Business Intelligence Analyst
11 62 (3.70%) Data Architect
12 59 (3.52%) SQL Data Analyst
13 55 (3.28%) Oracle Analyst
14 49 (2.92%) Project Manager
14 49 (2.92%) Senior Analyst
15 45 (2.68%) SQL Developer
16 41 (2.44%) Insurance Systems Analyst
17 40 (2.39%) Financial Analyst
18 39 (2.33%) Pensions Analyst
19 38 (2.27%) Business Data Analyst
Libraries, Frameworks & Software Standards
1 111 (6.62%) XML
2 78 (4.65%) Web Services
3 43 (2.56%) .NET
4 24 (1.43%) Kafka
5 22 (1.31%) SOAP
6 19 (1.13%) HTML
7 18 (1.07%) JSON
8 17 (1.01%) AngularJS
8 17 (1.01%) J2EE
8 17 (1.01%) REST
9 16 (0.95%) MDX
10 15 (0.89%) XML Schema
11 14 (0.83%) Lucene
11 14 (0.83%) RESTful
12 13 (0.78%) D3.js
12 13 (0.78%) XSD
13 12 (0.72%) JMS
14 11 (0.66%) jQuery
14 11 (0.66%) Middleware
15 10 (0.60%) Material Design
Miscellaneous
1 386 (23.02%) Analytical Skills
2 169 (10.08%) Management Information System
3 52 (3.10%) Data Structures
4 42 (2.50%) NHS
5 35 (2.09%) Computer Science
6 30 (1.79%) Credit Risk
7 29 (1.73%) Reference Data
8 26 (1.55%) Algorithms
9 23 (1.37%) User Experience
10 22 (1.31%) Derivative
11 21 (1.25%) Mainframe
12 20 (1.19%) FMCG
13 19 (1.13%) Foreign Exchange (FX)
13 19 (1.13%) Tandem
14 18 (1.07%) Data Protection Act
15 17 (1.01%) Equities
16 15 (0.89%) Fixed Income
17 13 (0.78%) Enterprise Software
18 12 (0.72%) Virtual Team
19 10 (0.60%) Security Operations Centre
Operating Systems
1 100 (5.96%) Windows
2 85 (5.07%) Unix
3 68 (4.05%) Linux
4 33 (1.97%) Windows XP
5 21 (1.25%) AIX
5 21 (1.25%) Windows 2000
6 14 (0.83%) Windows 10
7 10 (0.60%) Windows Vista
8 6 (0.36%) Windows Server
9 5 (0.30%) CentOS
9 5 (0.30%) Red Hat Enterprise Linux
10 4 (0.24%) Mac OS X
10 4 (0.24%) Windows 7
10 4 (0.24%) Windows Server 2012
11 3 (0.18%) Windows Server 2008
12 2 (0.12%) Android
12 2 (0.12%) Apple iOS
13 1 (0.060%) Solaris
13 1 (0.060%) Windows 8
13 1 (0.060%) Windows Server 2003
Processes & Methodologies
1 327 (19.50%) Agile Software Development
2 286 (17.05%) Business Intelligence
3 272 (16.22%) Data Modelling
4 243 (14.49%) Business Analysis
5 242 (14.43%) Analytics
6 222 (13.24%) Migration
7 210 (12.52%) ETL
8 201 (11.99%) Data Management
9 182 (10.85%) Stakeholder Management
10 149 (8.88%) Project Management
11 132 (7.87%) Visualisation
12 125 (7.45%) Data Migration
13 105 (6.26%) SDLC
14 94 (5.61%) Change Management
15 87 (5.19%) Data Analytics
16 86 (5.13%) Scrum
17 81 (4.83%) OO
18 80 (4.77%) Data Mapping
19 74 (4.41%) Data Architecture
19 74 (4.41%) ITIL
Programming Languages
1 639 (38.10%) SQL
2 152 (9.06%) Python
3 93 (5.55%) T-SQL
4 70 (4.17%) R
5 69 (4.11%) Java
6 63 (3.76%) VBA
7 48 (2.86%) Scala
8 44 (2.62%) PL/SQL
9 40 (2.39%) C#
10 36 (2.15%) JavaScript
11 23 (1.37%) Perl
12 22 (1.31%) C++
13 21 (1.25%) Shell Script
14 19 (1.13%) VB
15 18 (1.07%) C
16 15 (0.89%) MATLAB
17 14 (0.83%) VB.NET
18 13 (0.78%) Bash Shell
19 12 (0.72%) VB6
20 6 (0.36%) ABAP
Qualifications
1 179 (10.67%) Degree
2 95 (5.66%) Security Cleared
3 50 (2.98%) SC Cleared
4 21 (1.25%) ISEB
5 20 (1.19%) DV Cleared
6 17 (1.01%) CCNA
6 17 (1.01%) Cisco Certification
7 13 (0.78%) MCP
8 11 (0.66%) CTC Cleared
8 11 (0.66%) MCSE
8 11 (0.66%) Microsoft Certification
9 10 (0.60%) CCA
9 10 (0.60%) Citrix Certification
10 9 (0.54%) BPSS Clearance
10 9 (0.54%) ITIL Foundation Certificate
10 9 (0.54%) PMP
11 8 (0.48%) ISTQB
11 8 (0.48%) ITIL Certification
12 7 (0.42%) GCIH
13 6 (0.36%) GCFA
Quality Assurance & Compliance
1 172 (10.26%) Data Quality
2 61 (3.64%) QA
3 27 (1.61%) SLA
4 24 (1.43%) PMO
5 23 (1.37%) MiFID
6 20 (1.19%) Disclosure Scotland
7 15 (0.89%) ISO20022
8 14 (0.83%) GDPR
9 12 (0.72%) Solvency II
10 8 (0.48%) Dodd-Frank
10 8 (0.48%) EMIR
10 8 (0.48%) IFRS
11 7 (0.42%) IFRS 9
11 7 (0.42%) PCI DSS
12 3 (0.18%) 21 CFR Part 11
12 3 (0.18%) Basel III
12 3 (0.18%) FATCA
13 2 (0.12%) Actionable Recommendations
13 2 (0.12%) GxP
13 2 (0.12%) ISO 9000
System Software
1 18 (1.07%) Active Directory
2 16 (0.95%) HDFS
3 9 (0.54%) Docker
4 6 (0.36%) VMware Infrastructure
5 5 (0.30%) NDS
6 4 (0.24%) Apache Flume
7 2 (0.12%) Firmware
7 2 (0.12%) Hyper-V
8 1 (0.060%) Apache ZooKeeper
8 1 (0.060%) Time Sharing Option
8 1 (0.060%) vCloud
8 1 (0.060%) VMware ESXi
Systems Management
1 22 (1.31%) Hadoop YARN
2 15 (0.89%) Opscode Chef
3 13 (0.78%) Puppet
4 12 (0.72%) Ansible
5 10 (0.60%) Network Intrusion Detection System
6 9 (0.54%) Terraform
7 5 (0.30%) HP Quality Center
7 5 (0.30%) Oracle Identity Management
7 5 (0.30%) Oracle Identity Manager
7 5 (0.30%) Thomson Reuters DACS
8 4 (0.24%) CSIRT
8 4 (0.24%) Mesos
8 4 (0.24%) QRadar
8 4 (0.24%) Salt
8 4 (0.24%) SCCM
9 3 (0.18%) Kubernetes
10 2 (0.12%) Control-M
11 1 (0.060%) CA Single Sign-On
11 1 (0.060%) DameWare
11 1 (0.060%) Tivoli Storage Manager
Vendors
1 253 (15.09%) Oracle
2 252 (15.03%) Microsoft
3 90 (5.37%) SAP
4 81 (4.83%) Tableau
5 50 (2.98%) Google
6 34 (2.03%) Informatica
7 29 (1.73%) Talend
8 26 (1.55%) Cloudera
9 23 (1.37%) IBM
10 21 (1.25%) ServiceNow
11 20 (1.19%) Cognos
12 17 (1.01%) Hortonworks
12 17 (1.01%) Teradata
13 16 (0.95%) Splunk
14 15 (0.89%) Cisco
15 12 (0.72%) Salesforce.com
16 11 (0.66%) Adobe
16 11 (0.66%) Workday
17 10 (0.60%) RapidMiner
18 9 (0.54%) GoldenSource
Redhill, Surrey
ARC IT Recruitment Ltd
Rate: up to £450 day rate
Posted: Yesterday
London
Computer Futures
Rate: competitive
Posted: 3 days ago
London
Webrecruit
Rate: DOE
Posted: 3 days ago
Manchester, Lancashire
Lorien Resourcing
Posted: 2 days ago
Manchester, Lancashire
Plan-net
Rate: Unspecified Competitive rate
Posted: 2 days ago
Birmingham, West Midlands (County)
Lorien Resourcing
Posted: 2 days ago
Staines, Middlesex
Lorien Resourcing
Posted: 2 days ago
Middlesex
Sopra Steria Recruitment
Rate: Unspecified
Posted: 2 days ago
Feltham
aap3
Rate: £300 - £350 per day
Posted: 3 days ago
Macclesfield, Cheshire
Spring Technology
Posted: 4 days ago
Macclesfield, Cheshire
Spring Technology
Rate: £400.00 per day
Posted: 3 days ago
Maidenhead, Berkshire
McGregor Boyall
Rate: £200 - £270 per day
Posted: 2 days ago
London
Experis Ltd
Rate: £300 - £319 per day
Posted: 3 days ago
London
Robert Walters
Rate: £400 - £475 per day
Posted: 5 days ago
London
TEKsystems
Rate: £450 - £500 per day
Posted: 5 days ago
Winchester, Hampshire
TEKsystems
Rate: £450 - £500 per day
Posted: 2 days ago
London
Robert Walters
Rate: £400 - £500 per day
Posted: 6 days ago
City, London
Experis Ltd
Rate: £400 - £450 per day
Posted: 4 days ago
City, London
Hatstand Limited
Rate: £500 - £600 per annum
Posted: 3 days ago
City of London
Interquest Group PLC
Rate: £400 - £450 per day
Posted: 5 days ago
Cambridgeshire
Wellcome Trust Sanger Institute
Posted: 2 days ago
London
Edward Carter Solutions
Rate: Excellent
Posted: 5 days ago
Cambridgeshire
Wellcome Trust Sanger Institute
Posted: 2 days ago
London
Harvey Nash plc
Rate: £31.92 per hour
Posted: 6 days ago
Warrington, Cheshire
Harvey Nash plc
Posted: 3 days ago
Wimbledon
Spectrum IT
Rate: £150 - £200 per day
Posted: 17 days ago
Birmingham, West Midlands (County)
Lorien Resourcing
Posted: Yesterday
London, Greater London
360 Resourcing
Rate: £46,000 - £50,000 per annum
Posted: 11 days ago
South West London
Bite Consulting
Rate: From £150 to £600 per day
Posted: 13 days ago
London
Computer Futures
Rate: competitive
Posted: 5 days ago