The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 187 197 177
Rank change year-on-year
+10 -20
Permanent jobs citing Data Analysis 1643 1717 1972
As % of all permanent IT jobs located in England 1.79% 1.73% 1.77%
As % of the Processes & Methodologies category 2.03% 2.00% 2.07%
Number of salaries quoted 1330 1386 1605
Median salary £47,500 £42,500 £45,000
Median salary % change year-on-year
+11.76% -5.55%
90% offered a salary of more than £29,350 £29,000 £29,000
10% offered a salary of more than £75,000 £72,500 £65,000
UK excluding London median salary £40,000 £37,500 £38,500
% change year-on-year
+6.66% -2.59%
Data Analysis
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
80853 85795 95358
As % of all permanent IT jobs located in England 87.92% 86.28% 85.39%
Number of salaries quoted 68181 70594 78161
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in England

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

Data Analysis Jobs Demand Trend in England

Data Analysis
Salary Trend in England

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

Data Analysis Salary Trend in England

Data Analysis
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Analysis across the England region over the 3 months to 31 May 2016.

Data Analysis Salary Histogram in England

Data Analysis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the England region over the 3 months to 31 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -5 827 £55,000 +4.76% 97
South East +35 333 £42,500 +12.66% 34
South West +56 113 £50,000 +28.20% 12
East of England +31 108 £40,000 - 17
West Midlands -16 93 £38,750 +3.33% 13
North West -26 83 £37,500 +5.63% 18
Yorkshire -15 43 £35,000 - 15
East Midlands -1 40 £40,000 - 10
North East -7 7 £32,500 +3.17% 5
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 31 May 2016, IT 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 job ads across the England region with a requirement for Data Analysis.

1 1603 (47.62%) SQL
2 1109 (32.95%) Finance
3 1005 (29.86%) Analytical Skills
4 958 (28.46%) Business Intelligence
5 689 (20.47%) Degree
6 664 (19.73%) SQL Server
7 638 (18.95%) Analytics
8 607 (18.03%) Microsoft
9 603 (17.91%) MS Excel
10 591 (17.56%) Agile Software Development
11 557 (16.55%) Data Warehouse
12 448 (13.31%) Marketing
13 426 (12.66%) Data Modelling
14 407 (12.09%) ETL
15 391 (11.62%) Python
15 391 (11.62%) Data Management
15 391 (11.62%) SQL Server Reporting Services
16 387 (11.50%) Oracle
17 368 (10.93%) Big Data
18 341 (10.13%) SQL Server Integration Services
19 337 (10.01%) SAS
20 331 (9.83%) R
21 326 (9.69%) Data Quality
22 321 (9.54%) T-SQL
22 321 (9.54%) Computer Science
23 317 (9.42%) Java
24 310 (9.21%) Project Management
25 309 (9.18%) Business Analysis
26 307 (9.12%) Management Information System
27 295 (8.76%) Stakeholder 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
1 337 (10.01%) SAS
2 108 (3.21%) Apache Spark
3 64 (1.90%) SharePoint
4 57 (1.69%) Apache Pig
5 53 (1.57%) CMS
6 40 (1.19%) Apache
7 29 (0.86%) BizTalk Server
8 28 (0.83%) JBoss
9 26 (0.77%) Elasticsearch
10 23 (0.68%) Confluence
11 17 (0.51%) Tomcat
12 16 (0.48%) IIS
13 10 (0.30%) WebSphere
14 8 (0.24%) Node.js
15 7 (0.21%) ArcGIS
16 5 (0.15%) WordPress
17 4 (0.12%) Drupal
18 3 (0.089%) NetWeaver
18 3 (0.089%) SAP EP
18 3 (0.089%) SAP Portal
Applications
1 603 (17.91%) MS Excel
2 281 (8.35%) MS Office
3 149 (4.43%) MS PowerPoint
4 88 (2.61%) SPSS
5 85 (2.53%) MS Visio
6 26 (0.77%) Spreadsheet
7 23 (0.68%) MS Project
8 9 (0.27%) Photoshop
9 6 (0.18%) Simulink
10 5 (0.15%) Adobe Illustrator
10 5 (0.15%) HipChat
11 4 (0.12%) Stata
12 3 (0.089%) Weka
13 2 (0.059%) Mathematica
14 1 (0.030%) EViews
14 1 (0.030%) Fireworks
14 1 (0.030%) OmniGraffle
14 1 (0.030%) S-PLUS
Business Applications
1 34 (1.01%) SAP Oil and Gas
2 31 (0.92%) Oracle EBS
3 23 (0.68%) Oracle Applications
4 22 (0.65%) Dynamics CRM
5 17 (0.51%) Remedy ITSM
6 16 (0.48%) Markit EDM
6 16 (0.48%) Salesforce.com CRM
7 15 (0.45%) Hyperion Planning
7 15 (0.45%) Oracle Financials
8 14 (0.42%) Oracle ERP
9 12 (0.36%) HFM
10 10 (0.30%) Dynamics AX
11 8 (0.24%) Cognos Business Intelligence
11 8 (0.24%) MetaTrader
11 8 (0.24%) WebTrends
12 6 (0.18%) Eagle PACE
12 6 (0.18%) Endur
12 6 (0.18%) SAP MDM
13 5 (0.15%) PeopleSoft HCM
13 5 (0.15%) SAP Business One
Cloud Services
1 64 (1.90%) SaaS
2 54 (1.60%) Amazon AWS
3 36 (1.07%) Google Analytics
4 22 (0.65%) Amazon EC2
4 22 (0.65%) Microsoft Azure
5 17 (0.51%) Amazon EMR
5 17 (0.51%) Amazon S3
6 12 (0.36%) Force.com
7 9 (0.27%) Cloud Computing
8 8 (0.24%) Adobe Analytics
9 6 (0.18%) Taleo
10 4 (0.12%) Office 365
11 3 (0.089%) PaaS
11 3 (0.089%) SmartFocus
12 2 (0.059%) AdWords
13 1 (0.030%) Amazon Kinesis
13 1 (0.030%) Google Cloud Platform
13 1 (0.030%) Google Drive
13 1 (0.030%) SuccessFactors
Communications & Networking
1 29 (0.86%) Network Security
2 23 (0.68%) Internet
3 19 (0.56%) SMS
4 18 (0.53%) Firewall
5 17 (0.51%) LAN
6 16 (0.48%) WAN
7 11 (0.33%) TCP/IP
8 7 (0.21%) NGN
8 7 (0.21%) Wireless
9 6 (0.18%) Broadband
9 6 (0.18%) Wireless Security
10 5 (0.15%) Intrusion Detection
10 5 (0.15%) SSL
11 4 (0.12%) HTTP
11 4 (0.12%) Intranet
11 4 (0.12%) Skype
12 3 (0.089%) SAN
12 3 (0.089%) SNMP
13 2 (0.059%) VPN
13 2 (0.059%) Wi-Fi
Database & Business Intelligence
1 664 (19.73%) SQL Server
2 557 (16.55%) Data Warehouse
3 391 (11.62%) SQL Server Reporting Services
4 368 (10.93%) Big Data
5 341 (10.13%) SQL Server Integration Services
6 250 (7.43%) Hadoop
7 248 (7.37%) Data Mining
8 215 (6.39%) QlikView
9 202 (6.00%) SQL Server Analysis Services
10 175 (5.20%) Relational Database
11 168 (4.99%) BusinessObjects
12 152 (4.52%) SQL Server 2008
13 133 (3.95%) SQL Server 2012
14 113 (3.36%) NoSQL
15 105 (3.12%) MySQL
16 101 (3.00%) PostgreSQL
17 100 (2.97%) MongoDB
18 84 (2.50%) Apache Hive
19 80 (2.38%) Data Mart
20 74 (2.20%) Apache Cassandra
Development Applications
1 74 (2.20%) JIRA
2 52 (1.54%) Git (software)
2 52 (1.54%) Team Foundation Server
3 45 (1.34%) Toad
4 30 (0.89%) Jenkins
5 27 (0.80%) Visual Studio
6 25 (0.74%) Subversion
7 20 (0.59%) ERwin
8 18 (0.53%) Oracle Forms
8 18 (0.53%) Talend Open Studio
9 17 (0.51%) Eclipse
10 15 (0.45%) Selenium
10 15 (0.45%) Vagrant
10 15 (0.45%) Yeoman
11 14 (0.42%) Axure RP
11 14 (0.42%) Maven
12 12 (0.36%) SQL Server Management Studio (SSMS)
12 12 (0.36%) Visual Studio Tools for Office
13 11 (0.33%) Atlassian Bamboo
13 11 (0.33%) Gradle
General
1 1109 (32.95%) Finance
2 448 (13.31%) Marketing
3 254 (7.55%) Banking
4 184 (5.47%) Retail
5 135 (4.01%) Telecoms
6 78 (2.32%) Manufacturing
7 72 (2.14%) Legal
8 61 (1.81%) Billing
9 56 (1.66%) Publishing
10 46 (1.37%) Advertising
11 43 (1.28%) Front Office
11 43 (1.28%) Pharmaceutical
12 38 (1.13%) Back Office
13 36 (1.07%) Aerospace
14 34 (1.01%) Electronics
15 32 (0.95%) Investment Banking
16 28 (0.83%) Law
17 27 (0.80%) Games
18 23 (0.68%) Financial Institution
19 21 (0.62%) Automotive
Job Titles
1 1619 (48.10%) Analyst
2 627 (18.63%) Developer
3 532 (15.81%) Data Analyst
4 439 (13.04%) Business Analyst
5 252 (7.49%) SQL Analyst
6 209 (6.21%) Consultant
7 202 (6.00%) Data Scientist
8 183 (5.44%) Business Intelligence Developer
9 175 (5.20%) Business Intelligence Analyst
10 171 (5.08%) SQL Developer
11 144 (4.28%) Senior Analyst
12 140 (4.16%) Analyst Developer
13 137 (4.07%) Architect
14 127 (3.77%) SQL Data Analyst
15 94 (2.79%) Applications Support
16 93 (2.76%) Data Business Analyst
17 92 (2.73%) Junior
18 89 (2.64%) Report Analyst
18 89 (2.64%) Systems Analyst
19 84 (2.50%) Support Analyst
Libraries, Frameworks & Software Standards
1 155 (4.60%) .NET
2 130 (3.86%) HTML
3 109 (3.24%) XML
4 105 (3.12%) CSS
5 87 (2.58%) MDX
6 62 (1.84%) Web Services
7 60 (1.78%) Natural Language Processing
8 53 (1.57%) D3.js
9 44 (1.31%) jQuery
10 43 (1.28%) AngularJS
11 39 (1.16%) Pandas
11 39 (1.16%) REST
12 38 (1.13%) ASP.NET
12 38 (1.13%) HTML5
13 36 (1.07%) JSON
14 34 (1.01%) NumPy
15 29 (0.86%) SciPy
16 25 (0.74%) Spring
17 23 (0.68%) Django
17 23 (0.68%) J2EE
Miscellaneous
1 1005 (29.86%) Analytical Skills
2 321 (9.54%) Computer Science
3 307 (9.12%) Management Information System
4 282 (8.38%) Visualisation
5 269 (7.99%) Statistics
6 262 (7.78%) Mathematics
7 173 (5.14%) Algorithms
8 122 (3.62%) Data Structures
9 99 (2.94%) Data Integration
9 99 (2.94%) User Experience
10 64 (1.90%) Physics
11 58 (1.72%) Mobile App
12 56 (1.66%) Hedge funds
13 54 (1.60%) Social Media
14 51 (1.52%) Data Extraction
15 45 (1.34%) Fintech
16 44 (1.31%) Credit Risk
17 39 (1.16%) Reference Data
18 37 (1.10%) Economics
18 37 (1.10%) Smart Meter
Operating Systems
1 180 (5.35%) Windows
2 165 (4.90%) Linux
3 111 (3.30%) Unix
4 26 (0.77%) Windows Server
5 17 (0.51%) Solaris
6 14 (0.42%) Apple iOS
7 13 (0.39%) Windows Server 2008
8 8 (0.24%) CentOS
9 7 (0.21%) AIX
10 6 (0.18%) Android
10 6 (0.18%) Windows Server 2012
11 5 (0.15%) VxWorks
12 4 (0.12%) Red Hat Enterprise Linux
13 2 (0.059%) Mac OS X
13 2 (0.059%) Ubuntu
13 2 (0.059%) Windows 7
14 1 (0.030%) Debian
14 1 (0.030%) HPUX
14 1 (0.030%) Windows Server 2003
14 1 (0.030%) Windows XP
Processes & Methodologies
1 958 (28.46%) Business Intelligence
2 638 (18.95%) Analytics
3 591 (17.56%) Agile Software Development
4 426 (12.66%) Data Modelling
5 407 (12.09%) ETL
6 391 (11.62%) Data Management
7 310 (9.21%) Project Management
8 309 (9.18%) Business Analysis
9 295 (8.76%) Stakeholder Management
10 266 (7.90%) Data Analytics
11 255 (7.58%) Machine Learning
12 191 (5.67%) User Acceptance Testing
13 176 (5.23%) CRM
14 166 (4.93%) Change Management
14 166 (4.93%) Migration
15 162 (4.81%) ITIL
16 150 (4.46%) Data Visualisation
16 150 (4.46%) E-Commerce
16 150 (4.46%) SDLC
17 145 (4.31%) Software Engineering
Programming Languages
1 1603 (47.62%) SQL
2 391 (11.62%) Python
3 331 (9.83%) R
4 321 (9.54%) T-SQL
5 317 (9.42%) Java
6 179 (5.32%) VBA
7 176 (5.23%) PL/SQL
8 148 (4.40%) C#
9 143 (4.25%) JavaScript
10 139 (4.13%) C++
11 124 (3.68%) C
12 114 (3.39%) MATLAB
13 69 (2.05%) Scala
14 43 (1.28%) PHP
15 42 (1.25%) VB
16 41 (1.22%) Ruby
17 36 (1.07%) Perl
18 23 (0.68%) Shell Script
19 19 (0.56%) Bash Shell
20 15 (0.45%) Clojure
Qualifications
1 689 (20.47%) Degree
2 121 (3.59%) Security Cleared
3 108 (3.21%) PhD
4 78 (2.32%) SC Cleared
5 47 (1.40%) ISEB
6 44 (1.31%) CISA
7 33 (0.98%) PRINCE2 Certification
8 27 (0.80%) PCI QSA
9 23 (0.68%) Microsoft Certification
10 21 (0.62%) CISSP
10 21 (0.62%) DV Cleared
11 20 (0.59%) CISM
11 20 (0.59%) ISTQB
12 16 (0.48%) ITIL Certification
13 15 (0.45%) ISTQB Foundation Certification
13 15 (0.45%) PMI Certification
14 14 (0.42%) PMP
15 13 (0.39%) CBAP
16 10 (0.30%) Cisco Certification
17 9 (0.27%) ACCA
Quality Assurance & Compliance
1 326 (9.69%) Data Quality
2 142 (4.22%) QA
3 111 (3.30%) SLA
4 22 (0.65%) MiFID
5 19 (0.56%) EMIR
5 19 (0.56%) PCI DSS
6 14 (0.42%) CRD IV
7 10 (0.30%) P3O
8 9 (0.27%) HMG Infosec
8 9 (0.27%) ISO/IEC 27001
9 8 (0.24%) Dodd-Frank
9 8 (0.24%) SDET
10 6 (0.18%) Basel III
10 6 (0.18%) COREP
10 6 (0.18%) FINREP
10 6 (0.18%) GPG13
11 4 (0.12%) ISO19770
12 3 (0.089%) AIFMD
12 3 (0.089%) HL7
12 3 (0.089%) UCITS
System Software
1 15 (0.45%) Active Directory
1 15 (0.45%) VirtualBox
2 11 (0.33%) Firmware
3 10 (0.30%) VMware Infrastructure
4 7 (0.21%) Apache Flume
5 6 (0.18%) HDFS
5 6 (0.18%) Snort
6 5 (0.15%) Hyper-V
7 2 (0.059%) Oracle RAC
8 1 (0.030%) Docker
8 1 (0.030%) XenApp
8 1 (0.030%) XenDesktop
Systems Management
1 17 (0.51%) EnCase
2 9 (0.27%) logstash
3 8 (0.24%) Opscode Chef
4 7 (0.21%) Puppet
5 6 (0.18%) Kibana
6 5 (0.15%) HP Quality Center
6 5 (0.15%) Nessus
6 5 (0.15%) Terraform
7 4 (0.12%) Thomson Reuters DACS
8 3 (0.089%) Hadoop YARN
8 3 (0.089%) Oracle EDQ
8 3 (0.089%) SCOM
9 2 (0.059%) Cisco Prime
9 2 (0.059%) Oozie
9 2 (0.059%) SCCM
9 2 (0.059%) Systems Management Server (SMS)
10 1 (0.030%) Forefront Identity Manager
10 1 (0.030%) Perfmon
Vendors
1 607 (18.03%) Microsoft
2 387 (11.50%) Oracle
3 283 (8.41%) Tableau
4 204 (6.06%) SAP
5 79 (2.35%) Cognos
6 59 (1.75%) Google
6 59 (1.75%) Informatica
7 58 (1.72%) IBM
8 53 (1.57%) Salesforce.com
9 48 (1.43%) Splunk
10 41 (1.22%) Remedy
11 40 (1.19%) Bloomberg
12 36 (1.07%) Reuters
13 27 (0.80%) ServiceNow
14 25 (0.74%) Teradata
15 24 (0.71%) Cisco
15 24 (0.71%) Hyperion
16 23 (0.68%) Ab Initio
16 23 (0.68%) Adobe
17 22 (0.65%) MicroStrategy
Bedfordshire
Zorba Consulting Limited
Salary: £40k - 48k per year
Posted: 53 minutes ago
Teddington, Middlesex
ninesharp
Salary: £40000 - £50000 per annum + benefits, bonus, pension etc..
Posted: 20 hours ago
Chelmsford, Essex
Red10
Salary: £35000 - £40000 per annum
Posted: 3 days ago
Southampton, Hampshire
Go IT Recruitment Ltd
Salary: From £17,000 to £21,000 per annum + 25 days Holiday + Great career pro
Posted: 2 days ago
Birmingham, West Midlands (County)
Spring Technology
Salary: £28000.00 - £32000.00 per annum
Posted: 3 days ago
London
Burns Sheehan
Salary: £40000.00 - £45000 per annum
Posted: 3 days ago
Hertfordshire
Redrock Consulting Ltd
Salary: £24000 - £30000 per annum + Excellent Benefits
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Salary: £75000 - £85000 per annum
Posted: 4 days ago
Manchester, Lancashire
Michael Page Technology
Salary: £3000 - £34000 per annum + benefits
Posted: 3 days ago
Colchester, Essex
Chris Cobbold Ltd
Salary: From £35,000 to £45,000 per annum + benefits
Posted: 3 days ago
Derby, Derbyshire
Circle Recruitment
Salary: £35000 - £45000 per annum + benefits
Posted: 3 days ago
Bedfordshire
Lawrence Harvey Enterprise
Salary: £45000.00 - £50000.00 per annum
Posted: 3 days ago
City, London
Executive Recruitment Services (ERS)
Posted: 6 days ago
Newbury, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £20000 - £32500 per annum
Posted: 5 days ago
Newbury, Berkshire
Spring Technology
Posted: 3 days ago
Staines, Middlesex
Spring Technology
Posted: 3 days ago
Trowbridge, Wiltshire
Spring Technology
Posted: 3 days ago
Merseyside
Arden Resourcing Limited
Salary: £45000.00 - £55000.00 per annum + Market Leading Benefits Package
Posted: 3 days ago
London
Big Wednesday Digital Ltd
Posted: 5 days ago
Bath, Avon
n-tier selection limited
Salary: £32000 - £42000 per annum + Benefits
Posted: 4 days ago
London
Hays Finance Technology
Salary: £72000.00 - £85000.00 per annum + bonus
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £28000 - £38000 per annum
Posted: 4 days ago
Southampton, Hampshire
Go IT Recruitment Ltd
Salary: From £35,000 to £50,000 per annum + 25 days Holiday + Great career pro
Posted: 2 days ago
Oxford, Oxfordshire
Verticality Ltd
Salary: £25000 - £30000 per annum, Benefits Benefits
Posted: 6 days ago
Manchester, Lancashire
Circle Recruitment
Salary: £35000 - £40000 per annum + benefits
Posted: 3 days ago
London
Exposed Solutions
Salary: £30000 - £40000 per annum
Posted: 20 hours ago
London
Hays Finance Technology
Salary: Competitive Base + Bonus
Posted: 4 days ago
West Midlands
Ashdown IT
Salary: £30000 - £35000 per annum + Benefits
Posted: 4 days ago
City, London
McGregor Boyall
Salary: £50000 - £65000 per annum + benefits + bonus
Posted: 6 days ago
City, London
Sopra Steria Recruitment
Salary: Unspecified DOE + flex + benefits
Posted: 4 days ago