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 24 January 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
24 Jan 2017
Same period 2016 Same period 2015
Data Analysis
UK / England
Rank 134 130 125
Rank change year-on-year
-4 -5
Contract jobs citing Data Analysis 784 844 817
As % of all contract IT jobs located in England 1.89% 1.84% 1.80%
As % of the Processes & Methodologies category 2.29% 2.25% 2.29%
Number of daily rates quoted 541 549 509
Median daily rate £425 £413 £400
Median daily rate % change year-on-year
+3.03% +3.12%
90% offered a daily rate of more than £275 £250 £215
10% offered a daily rate of more than £575 £600 £575
UK excluding London median daily rate £375 £398 £350
% change year-on-year
-5.66% +13.57%
Number of hourly rates quoted 21 43 25
Median hourly rate £19.61 £20.00 £25.00
Median hourly rate % change year-on-year
-1.95% -20.00%
90% offered a hourly rate of more than £13.50 £12.00 £15.71
10% offered a hourly rate of more than £41.00 £40.00 £47.50
UK excluding London median hourly rate £19.31 £16.09 £20.25
% change year-on-year
+19.98% -20.54%

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
34228 37564 35753
As % of all contract IT jobs located in England 82.41% 82.01% 78.66%
Number of daily rates quoted 22833 24718 23381
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 £285
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 836 1096 958
Median hourly rate £35.00 £37.50 £25.00
Median hourly rate % change year-on-year
-6.66% +50.00%
90% offered a hourly rate of more than £13.00 £13.00 £12.00
10% offered a hourly rate of more than £50.00 £55.00 £47.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 24 January 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 24 January 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 24 January 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 +13 422 £450 - 96
South East -21 129 £440 +10.00% 38
West Midlands -14 52 £388 +0.64% 19
North West +20 43 £358 +2.14% 21
South West -3 39 £380 -9.64% 13
East of England -2 35 £325 -16.12% 17
Yorkshire -18 27 £410 +13.49% 6
North East -8 18 £325 +188.88% 2
East Midlands -5 17 £350 -3.44% 10
South Coast - 1 - -
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 24 January 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.

1 669 (38.60%) SQL
2 513 (29.60%) Finance
3 384 (22.16%) Analytical Skills
4 329 (18.98%) Agile Software Development
5 315 (18.18%) Business Intelligence
6 306 (17.66%) MS Excel
7 281 (16.21%) Microsoft
8 280 (16.16%) Data Modelling
9 255 (14.71%) Analytics
10 253 (14.60%) Data Warehouse
11 249 (14.37%) Migration
12 225 (12.98%) Business Analysis
13 223 (12.87%) Oracle
14 215 (12.41%) SQL Server
14 215 (12.41%) Banking
15 214 (12.35%) Data Management
16 204 (11.77%) ETL
17 201 (11.60%) Degree
18 193 (11.14%) Stakeholder Management
19 185 (10.68%) Data Quality
20 181 (10.44%) Management Information System
21 179 (10.33%) Project Management
22 143 (8.25%) Data Migration
23 141 (8.14%) Big Data
24 136 (7.85%) Visualisation
24 136 (7.85%) MS Office
25 126 (7.27%) MS PowerPoint
26 125 (7.21%) SQL Server Integration Services
26 125 (7.21%) Python
27 115 (6.64%) Retail

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 85 (4.90%) SAS
2 53 (3.06%) SharePoint
3 42 (2.42%) Apache Spark
4 31 (1.79%) WebSphere
5 28 (1.62%) Apache Pig
6 24 (1.38%) Confluence
7 14 (0.81%) Apache Solr
8 10 (0.58%) BizTalk Server
8 10 (0.58%) WebLogic
9 8 (0.46%) CMS
10 6 (0.35%) Apache
10 6 (0.35%) Oracle SOA Suite
11 5 (0.29%) SharePoint Server
12 3 (0.17%) GroupWise
13 2 (0.12%) Elasticsearch
13 2 (0.12%) IIS
13 2 (0.12%) JBoss
14 1 (0.058%) ArcGIS
14 1 (0.058%) Oracle UPK
14 1 (0.058%) Tomcat
Applications
1 306 (17.66%) MS Excel
2 136 (7.85%) MS Office
3 126 (7.27%) MS PowerPoint
4 81 (4.67%) Spreadsheet
5 54 (3.12%) MS Visio
6 22 (1.27%) MS Project
7 20 (1.15%) SPSS
8 3 (0.17%) LaTeX
8 3 (0.17%) Stata
9 1 (0.058%) Open Workbench
9 1 (0.058%) Weka
9 1 (0.058%) Windchill
Business Applications
1 26 (1.50%) Dynamics CRM
2 18 (1.04%) Markit EDM
3 13 (0.75%) Oracle EBS R12
4 10 (0.58%) Oracle Applications
4 10 (0.58%) SAP Oil and Gas
5 9 (0.52%) Dynamics NAV
6 8 (0.46%) Oracle Receivables
7 7 (0.40%) Oracle Procure-to-Pay
7 7 (0.40%) Oracle TCA
8 6 (0.35%) Oracle EBS
9 5 (0.29%) Oracle ERP
9 5 (0.29%) ResourceLink
9 5 (0.29%) SAP BPC
9 5 (0.29%) SAP ERP
9 5 (0.29%) thinkFolio
10 4 (0.23%) Relativity
10 4 (0.23%) Salesforce.com CRM
10 4 (0.23%) SAP CO
10 4 (0.23%) SAP FI
10 4 (0.23%) SAP FI/CO
Cloud Services
1 29 (1.67%) Google Analytics
2 27 (1.56%) Amazon AWS
3 25 (1.44%) Microsoft Azure
4 24 (1.38%) Office 365
5 19 (1.10%) SaaS
6 17 (0.98%) IaaS
6 17 (0.98%) PaaS
7 13 (0.75%) Amazon EC2
8 9 (0.52%) Amazon EMR
8 9 (0.52%) Amazon S3
9 3 (0.17%) Adobe Analytics
9 3 (0.17%) AWS Lambda
9 3 (0.17%) Flurry Analytics
10 2 (0.12%) Cloud Computing
10 2 (0.12%) Google Drive
11 1 (0.058%) AWS CloudFormation
11 1 (0.058%) BlueKai
11 1 (0.058%) GitHub
11 1 (0.058%) Google Cloud Platform
11 1 (0.058%) Google Tag Manager
Communications & Networking
1 31 (1.79%) Firewall
2 29 (1.67%) Internet
3 16 (0.92%) LAN
4 15 (0.87%) Intrusion Detection
5 14 (0.81%) WAN
6 13 (0.75%) WLAN
7 12 (0.69%) Intranet
8 10 (0.58%) TCP/IP
8 10 (0.58%) VPN
9 8 (0.46%) HTTP
9 8 (0.46%) Network Security
10 4 (0.23%) Wireless
11 1 (0.058%) Bluetooth
11 1 (0.058%) Broadband
11 1 (0.058%) GSM
11 1 (0.058%) Kerberos
11 1 (0.058%) LDAP
11 1 (0.058%) NAS
11 1 (0.058%) PuTTY
11 1 (0.058%) Radio Access Network
Database & Business Intelligence
1 253 (14.60%) Data Warehouse
2 215 (12.41%) SQL Server
3 141 (8.14%) Big Data
4 125 (7.21%) SQL Server Integration Services
5 107 (6.17%) SQL Server Reporting Services
6 96 (5.54%) Relational Database
7 93 (5.37%) Hadoop
8 68 (3.92%) SQL Server Analysis Services
9 65 (3.75%) QlikView
10 55 (3.17%) BusinessObjects
11 54 (3.12%) Data Mining
12 52 (3.00%) Apache Hive
13 48 (2.77%) MS Access
14 45 (2.60%) Oracle Database
15 40 (2.31%) DB2
16 39 (2.25%) SQL Server 2008
17 34 (1.96%) MySQL
18 31 (1.79%) Power BI
18 31 (1.79%) SQL Server 2014
19 27 (1.56%) RDBMS
Development Applications
1 54 (3.12%) JIRA
2 34 (1.96%) Team Foundation Server
3 25 (1.44%) Git (software)
3 25 (1.44%) Talend Open Studio
4 18 (1.04%) ERwin
5 15 (0.87%) SQL Server Management Studio (SSMS)
6 13 (0.75%) Visual Studio
7 10 (0.58%) Bitbucket
8 8 (0.46%) Liquibase
8 8 (0.46%) SoapUI
9 7 (0.40%) Cucumber
9 7 (0.40%) PowerDesigner
10 6 (0.35%) Fiddler
10 6 (0.35%) LoadRunner
11 4 (0.23%) CA Gen
11 4 (0.23%) HP UFT
11 4 (0.23%) Jenkins
12 3 (0.17%) Jasmine
12 3 (0.17%) Rational DOORS
12 3 (0.17%) Selenium
General
1 513 (29.60%) Finance
2 215 (12.41%) Banking
3 115 (6.64%) Retail
4 85 (4.90%) Marketing
5 74 (4.27%) Investment Banking
6 44 (2.54%) Legal
7 42 (2.42%) Telecoms
8 32 (1.85%) Manufacturing
9 29 (1.67%) Front Office
10 24 (1.38%) Publishing
11 22 (1.27%) Pharmaceutical
12 21 (1.21%) Retail Banking
13 18 (1.04%) Law
14 16 (0.92%) French Language
15 14 (0.81%) Back Office
15 14 (0.81%) Corporate Banking
16 12 (0.69%) German Language
17 11 (0.63%) Billing
18 10 (0.58%) Financial Institution
19 9 (0.52%) Electronics
Job Titles
1 957 (55.22%) Analyst
2 372 (21.47%) Data Analyst
3 371 (21.41%) Business Analyst
4 210 (12.12%) Developer
5 106 (6.12%) Architect
6 96 (5.54%) SQL Analyst
7 95 (5.48%) Data Business Analyst
8 78 (4.50%) Consultant
9 74 (4.27%) Data Architect
10 73 (4.21%) Project Manager
11 68 (3.92%) Business Intelligence Analyst
12 62 (3.58%) Senior Analyst
13 61 (3.52%) SQL Data Analyst
14 52 (3.00%) Systems Analyst
15 48 (2.77%) Business Data Analyst
16 47 (2.71%) SQL Developer
17 41 (2.37%) Financial Analyst
18 39 (2.25%) IT Analyst
19 36 (2.08%) Data Manager
19 36 (2.08%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 76 (4.39%) XML
2 53 (3.06%) Web Services
3 46 (2.65%) .NET
4 23 (1.33%) JSON
4 23 (1.33%) Kafka
5 20 (1.15%) SOAP
6 16 (0.92%) AngularJS
7 15 (0.87%) HTML
7 15 (0.87%) MDX
7 15 (0.87%) REST
7 15 (0.87%) XSD
8 14 (0.81%) D3.js
8 14 (0.81%) J2EE
9 13 (0.75%) Lucene
10 11 (0.63%) JMS
10 11 (0.63%) jQuery
10 11 (0.63%) RESTful
10 11 (0.63%) XML Schema
11 10 (0.58%) Material Design
12 9 (0.52%) Django
Miscellaneous
1 384 (22.16%) Analytical Skills
2 181 (10.44%) Management Information System
3 136 (7.85%) Visualisation
4 65 (3.75%) Data Integration
5 64 (3.69%) Statistics
6 55 (3.17%) Data Structures
7 48 (2.77%) NHS
8 40 (2.31%) Computer Science
9 32 (1.85%) Mainframe
10 31 (1.79%) Credit Risk
10 31 (1.79%) Mathematics
11 27 (1.56%) Data Extraction
12 26 (1.50%) Reference Data
13 25 (1.44%) Algorithms
14 24 (1.38%) Derivative
14 24 (1.38%) Economics
15 23 (1.33%) Foreign Exchange (FX)
15 23 (1.33%) User Experience
16 21 (1.21%) FMCG
17 19 (1.10%) Tandem
Operating Systems
1 99 (5.71%) Windows
2 81 (4.67%) Unix
3 68 (3.92%) Linux
4 32 (1.85%) Windows XP
5 21 (1.21%) AIX
5 21 (1.21%) Windows 2000
6 14 (0.81%) Windows 10
6 14 (0.81%) Windows Vista
7 4 (0.23%) CentOS
7 4 (0.23%) Mac OS X
7 4 (0.23%) Red Hat Enterprise Linux
8 3 (0.17%) Windows 7
8 3 (0.17%) Windows Server
8 3 (0.17%) Windows Server 2008
9 2 (0.12%) Windows Server 2012
10 1 (0.058%) Solaris
10 1 (0.058%) VMS
10 1 (0.058%) Windows 8
10 1 (0.058%) Windows Server 2003
Processes & Methodologies
1 329 (18.98%) Agile Software Development
2 315 (18.18%) Business Intelligence
3 280 (16.16%) Data Modelling
4 255 (14.71%) Analytics
5 249 (14.37%) Migration
6 225 (12.98%) Business Analysis
7 214 (12.35%) Data Management
8 204 (11.77%) ETL
9 193 (11.14%) Stakeholder Management
10 179 (10.33%) Project Management
11 143 (8.25%) Data Migration
12 104 (6.00%) Change Management
13 92 (5.31%) Data Analytics
14 88 (5.08%) Data Architecture
15 86 (4.96%) Data Mapping
16 81 (4.67%) Scrum
16 81 (4.67%) SDLC
17 79 (4.56%) CRM
18 74 (4.27%) Data Cleansing
19 73 (4.21%) Data Visualisation
Programming Languages
1 669 (38.60%) SQL
2 125 (7.21%) Python
3 99 (5.71%) T-SQL
4 74 (4.27%) R
5 67 (3.87%) Java
6 58 (3.35%) VBA
7 53 (3.06%) PL/SQL
8 42 (2.42%) C#
9 40 (2.31%) Scala
10 28 (1.62%) JavaScript
11 24 (1.38%) Perl
12 23 (1.33%) VB
13 19 (1.10%) Shell Script
14 18 (1.04%) C++
15 17 (0.98%) C
15 17 (0.98%) MATLAB
16 14 (0.81%) Bash Shell
17 12 (0.69%) VB.NET
18 11 (0.63%) VB6
19 8 (0.46%) NATURAL
Qualifications
1 201 (11.60%) Degree
2 109 (6.29%) Security Cleared
3 54 (3.12%) SC Cleared
4 24 (1.38%) ISEB
5 22 (1.27%) DV Cleared
6 21 (1.21%) CCNA
6 21 (1.21%) Cisco Certification
7 17 (0.98%) MCP
8 16 (0.92%) MCSE
8 16 (0.92%) Microsoft Certification
9 14 (0.81%) CCA
9 14 (0.81%) Citrix Certification
10 13 (0.75%) BPSS Clearance
11 12 (0.69%) PMP
12 8 (0.46%) CTC Cleared
12 8 (0.46%) GCIH
12 8 (0.46%) ISTQB
12 8 (0.46%) ITIL Certification
13 6 (0.35%) CEH
13 6 (0.35%) GCFA
Quality Assurance & Compliance
1 185 (10.68%) Data Quality
2 67 (3.87%) QA
3 27 (1.56%) SLA
4 23 (1.33%) Disclosure Scotland
5 22 (1.27%) ISO20022
6 18 (1.04%) MiFID
7 16 (0.92%) Solvency II
8 10 (0.58%) IFRS
8 10 (0.58%) IFRS 9
9 8 (0.46%) GDPR
10 7 (0.40%) Dodd-Frank
10 7 (0.40%) EMIR
11 5 (0.29%) Basel III
12 4 (0.23%) GxP
13 3 (0.17%) 21 CFR Part 11
13 3 (0.17%) Actionable Recommendations
13 3 (0.17%) Basel II
13 3 (0.17%) FATCA
13 3 (0.17%) PCI DSS
13 3 (0.17%) Sarbanes-Oxley
System Software
1 15 (0.87%) Active Directory
2 11 (0.63%) HDFS
3 5 (0.29%) NDS
4 4 (0.23%) Apache Flume
5 3 (0.17%) Docker
5 3 (0.17%) VMware Infrastructure
6 2 (0.12%) Firmware
6 2 (0.12%) Microsoft App-V
7 1 (0.058%) Apache ZooKeeper
7 1 (0.058%) KVM
7 1 (0.058%) Time Sharing Option
Systems Management
1 21 (1.21%) Hadoop YARN
2 12 (0.69%) Opscode Chef
3 11 (0.63%) Puppet
4 10 (0.58%) Network Intrusion Detection System
5 9 (0.52%) Ansible
6 8 (0.46%) CSIRT
6 8 (0.46%) Terraform
7 6 (0.35%) HP Quality Center
8 5 (0.29%) Oracle Identity Management
8 5 (0.29%) Oracle Identity Manager
8 5 (0.29%) Thomson Reuters DACS
9 4 (0.23%) Ambari
9 4 (0.23%) QRadar
10 3 (0.17%) SCCM
11 2 (0.12%) Control-M
11 2 (0.12%) Mesos
11 2 (0.12%) Salt
11 2 (0.12%) SCOM
12 1 (0.058%) FreeIPA
12 1 (0.058%) Kibana
Vendors
1 281 (16.21%) Microsoft
2 223 (12.87%) Oracle
3 92 (5.31%) SAP
4 88 (5.08%) Tableau
5 50 (2.89%) Google
6 30 (1.73%) Informatica
7 25 (1.44%) Talend
8 22 (1.27%) Splunk
9 20 (1.15%) Cisco
10 19 (1.10%) Teradata
11 18 (1.04%) IBM
12 16 (0.92%) Hortonworks
13 15 (0.87%) Cognos
13 15 (0.87%) Salesforce.com
14 14 (0.81%) Adobe
14 14 (0.81%) Cloudera
14 14 (0.81%) ServiceNow
15 13 (0.75%) GoldenSource
16 12 (0.69%) MicroStrategy
16 12 (0.69%) Workday
Macclesfield, Cheshire
Spring Technology
Rate: £440.00 per day
Posted: 6 hours ago
London
TEKsystems
Rate: £650 - £700 per day
Posted: 4 hours ago
Bromley, Kent
JM
Rate: £450 - £500 per day
Posted: 3 hours ago
London
Experis Ltd
Rate: £450.00 per day
Posted: 39 minutes ago
Redhill, Surrey
ARC IT Recruitment Ltd
Rate: up to £450 day rate
Posted: Yesterday
London
Harvey Nash plc
Rate: £500 - £535 per day
Posted: 2 hours ago
West Midlands
onezeero.
Rate: £220 - £250 per day
Posted: Yesterday
City, London
ANSON MCCADE
Rate: £250-£300/day
Posted: Yesterday
Ipswich, Suffolk
Lorien Resourcing
Posted: 22 hours ago
London
Red10
Rate: £400 - £450 per day
Posted: 22 hours ago
South East London
Avance Consulting
Rate: Unspecified
Posted: Yesterday
City, London
Lawrence Harvey Enterprise
Rate: £400.00 - £500.00 per day
Posted: 20 hours ago
City, London
Harvey Nash plc
Rate: £500 - £550 per day
Posted: Yesterday
Nottinghamshire
Elevate Direct
Rate: From £230 to £250 per day
Posted: 4 days ago
West Midlands
ReThink Recruitment
Rate: £0.00 per annum
Posted: 4 days ago
Manchester, Lancashire
Plan-net
Rate: Unspecified Competitive rate
Posted: 4 days ago
West Midlands
ReThink Recruitment
Rate: £0.00 per annum
Posted: 3 days ago
London
Lorien Resourcing
Posted: 5 days ago
Bolton, Lancashire
Experis Ltd
Posted: 3 days ago
London
McGregor Boyall
Rate: £550 - £600 per day
Posted: 6 days ago
Reigate, Surrey
ARC IT Recruitment Ltd
Rate: From £350 to £450 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Rate: £325 per day
Posted: 5 days ago
Gatwick, West Sussex
Proactive Appointments
Rate: £450 - £485 per day
Posted: 6 days ago
City, London
Haysfm
Posted: 5 days ago
London
Ebury
Rate: £255.00 per day
Posted: 5 days ago
Surrey
Eames Consulting
Rate: £450 - £550 per day
Posted: 5 days ago
City, London
ComputAppoint
Rate: £500 per day
Posted: 4 days ago
Croydon, Surrey
Vantage Recruitment Solutions Ltd
Rate: From £450 to £500 per day
Posted: 5 days ago
Redhill, Surrey
LEXSTRA
Rate: £500 - £550 per day
Posted: 5 days ago
London
Harvey Nash plc
Rate: £60000 - £70000 per annum + + Bonus and Benefits Package
Posted: 6 days ago