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 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 187 187 170
Rank change year-on-year
0 -17
Permanent jobs citing Data Analysis 1636 1867 2000
As % of all permanent IT jobs located in England 1.78% 1.82% 1.82%
As % of the Processes & Methodologies category 2.03% 2.09% 2.14%
Number of salaries quoted 1366 1433 1630
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £75,000 £75,000 £70,000
UK excluding London median salary £40,000 £38,000 £39,000
% change year-on-year
+5.26% -2.56%
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
80600 89322 93611
As % of all permanent IT jobs located in England 87.91% 87.15% 85.40%
Number of salaries quoted 68149 73977 76138
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £74,000 £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 29 July 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 29 July 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 -19 767 £55,000 +2.32% 91
South East +9 297 £42,500 +6.25% 30
East of England +68 168 £40,000 - 26
South West +17 94 £37,500 -6.25% 14
West Midlands -37 91 £40,000 +7.74% 9
North West -24 87 £37,500 - 23
East Midlands +15 76 £41,543 -7.68% 10
Yorkshire +23 55 £42,500 +6.25% 16
North East +4 10 £38,750 +23.01% 3
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 29 July 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 1600 (48.84%) SQL
2 1104 (33.70%) Finance
3 957 (29.21%) Analytical Skills
4 907 (27.69%) Business Intelligence
5 652 (19.90%) SQL Server
6 651 (19.87%) Analytics
7 634 (19.35%) Degree
8 621 (18.96%) Agile Software Development
9 567 (17.31%) Microsoft
10 519 (15.84%) MS Excel
11 516 (15.75%) Data Warehouse
12 403 (12.30%) Marketing
13 376 (11.48%) Data Modelling
14 373 (11.39%) ETL
15 369 (11.26%) Oracle
16 362 (11.05%) Python
17 352 (10.74%) Big Data
18 332 (10.13%) Data Management
19 328 (10.01%) SQL Server Reporting Services
20 320 (9.77%) Computer Science
21 313 (9.55%) T-SQL
22 312 (9.52%) Java
23 310 (9.46%) Stakeholder Management
23 310 (9.46%) R
24 304 (9.28%) Data Analytics
25 296 (9.04%) Project Management
26 290 (8.85%) Machine Learning
26 290 (8.85%) Visualisation
27 289 (8.82%) SQL Server Integration Services
27 289 (8.82%) Statistics

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
1 283 (8.64%) SAS
2 103 (3.14%) Apache Spark
3 67 (2.05%) Apache Pig
4 52 (1.59%) SharePoint
5 44 (1.34%) Apache
6 39 (1.19%) CMS
7 37 (1.13%) Elasticsearch
8 29 (0.89%) JBoss
9 28 (0.85%) BizTalk Server
10 22 (0.67%) Confluence
11 19 (0.58%) Tomcat
12 11 (0.34%) WebSphere
13 9 (0.27%) IIS
13 9 (0.27%) Smallworld
14 8 (0.24%) Apache Solr
14 8 (0.24%) MS Exchange
15 7 (0.21%) ArcGIS
16 5 (0.15%) Exchange Server 2010
16 5 (0.15%) GlassFish
17 4 (0.12%) WordPress
Applications
1 519 (15.84%) MS Excel
2 239 (7.30%) MS Office
3 170 (5.19%) MS PowerPoint
4 87 (2.66%) MS Visio
5 78 (2.38%) SPSS
6 24 (0.73%) MS Project
7 13 (0.40%) Spreadsheet
8 12 (0.37%) Photoshop
9 8 (0.24%) Adobe Illustrator
9 8 (0.24%) Stata
10 5 (0.15%) HipChat
11 4 (0.12%) InVision
11 4 (0.12%) Weka
12 2 (0.061%) EViews
13 1 (0.031%) Acrobat
13 1 (0.031%) GNU Octave
13 1 (0.031%) Simulink
13 1 (0.031%) S-PLUS
Business Applications
1 36 (1.10%) Oracle EBS
2 33 (1.01%) SAP Oil and Gas
3 31 (0.95%) Dynamics CRM
4 25 (0.76%) Oracle Applications
5 20 (0.61%) Oracle Financials
6 15 (0.46%) Salesforce.com CRM
7 14 (0.43%) Markit EDM
8 11 (0.34%) WebTrends
9 10 (0.31%) Eloqua
10 8 (0.24%) Cognos Business Intelligence
10 8 (0.24%) Endur
10 8 (0.24%) Oracle EBS R12
10 8 (0.24%) Oracle Procure-to-Pay
11 7 (0.21%) FastStats
11 7 (0.21%) MetaTrader
11 7 (0.21%) Remedy ITSM
12 6 (0.18%) Aareon QL
12 6 (0.18%) MIS ActiveH
12 6 (0.18%) Northgate Housing
12 6 (0.18%) Orchard Housing
Cloud Services
1 70 (2.14%) Amazon AWS
2 46 (1.40%) SaaS
3 44 (1.34%) Google Analytics
4 30 (0.92%) Amazon EC2
5 29 (0.89%) Microsoft Azure
6 26 (0.79%) Amazon EMR
6 26 (0.79%) Amazon S3
7 12 (0.37%) Force.com
8 9 (0.27%) Taleo
9 8 (0.24%) Adobe Analytics
9 8 (0.24%) Cloud Computing
10 7 (0.21%) PaaS
11 3 (0.092%) SmartFocus
12 2 (0.061%) AdWords
12 2 (0.061%) FinancialForce.com
13 1 (0.031%) Adobe Creative Cloud
13 1 (0.031%) Amazon Kinesis
13 1 (0.031%) Google Cloud Platform
13 1 (0.031%) Google Drive
Communications & Networking
1 23 (0.70%) Internet
2 22 (0.67%) Network Security
3 21 (0.64%) Firewall
4 13 (0.40%) SMS
4 13 (0.40%) Wi-Fi
5 12 (0.37%) LAN
6 11 (0.34%) WAN
7 9 (0.27%) Intranet
8 6 (0.18%) FTP
8 6 (0.18%) Intrusion Detection
8 6 (0.18%) NGN
8 6 (0.18%) Wireless
9 5 (0.15%) Wireless Security
10 4 (0.12%) SNMP
10 4 (0.12%) TCP/IP
11 3 (0.092%) DNS
11 3 (0.092%) VLAN
11 3 (0.092%) VoIP
12 2 (0.061%) Cisco IOS
12 2 (0.061%) DHCP
Database & Business Intelligence
1 652 (19.90%) SQL Server
2 516 (15.75%) Data Warehouse
3 352 (10.74%) Big Data
4 328 (10.01%) SQL Server Reporting Services
5 289 (8.82%) SQL Server Integration Services
6 245 (7.48%) Hadoop
7 227 (6.93%) Data Mining
8 167 (5.10%) SQL Server 2008
9 166 (5.07%) Relational Database
10 153 (4.67%) BusinessObjects
10 153 (4.67%) QlikView
11 148 (4.52%) SQL Server Analysis Services
12 135 (4.12%) SQL Server 2012
13 123 (3.75%) MongoDB
14 111 (3.39%) MySQL
15 110 (3.36%) NoSQL
16 101 (3.08%) Apache Hive
17 89 (2.72%) PostgreSQL
18 73 (2.23%) MS Access
19 69 (2.11%) Apache Cassandra
Development Applications
1 75 (2.29%) JIRA
2 72 (2.20%) Git (software)
3 52 (1.59%) Team Foundation Server
4 43 (1.31%) Visual Studio
5 40 (1.22%) Jenkins
6 35 (1.07%) Toad
7 26 (0.79%) Talend Open Studio
8 24 (0.73%) Vagrant
8 24 (0.73%) Yeoman
9 23 (0.70%) Oracle Forms
10 19 (0.58%) Subversion
11 18 (0.55%) Maven
12 16 (0.49%) Gradle
13 13 (0.40%) Atlassian Bamboo
13 13 (0.40%) Selenium
14 11 (0.34%) Axure RP
14 11 (0.34%) SQL Server Management Studio (SSMS)
15 10 (0.31%) Eclipse
15 10 (0.31%) Visual Studio Tools for Office
16 8 (0.24%) JUnit
General
1 1104 (33.70%) Finance
2 403 (12.30%) Marketing
3 246 (7.51%) Banking
4 197 (6.01%) Retail
5 138 (4.21%) Telecoms
6 82 (2.50%) Manufacturing
7 66 (2.01%) Legal
8 53 (1.62%) Billing
9 49 (1.50%) Advertising
10 48 (1.47%) Publishing
11 46 (1.40%) Investment Banking
12 38 (1.16%) Front Office
13 36 (1.10%) Games
13 36 (1.10%) Law
14 33 (1.01%) Aerospace
14 33 (1.01%) Electronics
15 31 (0.95%) Financial Institution
16 28 (0.85%) Pharmaceutical
17 25 (0.76%) Automotive
17 25 (0.76%) Back Office
Job Titles
1 1552 (47.37%) Analyst
2 592 (18.07%) Developer
3 534 (16.30%) Data Analyst
4 457 (13.95%) Business Analyst
5 272 (8.30%) SQL Analyst
6 209 (6.38%) Data Scientist
7 197 (6.01%) Consultant
8 172 (5.25%) Business Intelligence Analyst
9 164 (5.01%) SQL Data Analyst
10 149 (4.55%) Senior Analyst
11 142 (4.33%) Architect
12 137 (4.18%) SQL Developer
13 135 (4.12%) Business Intelligence Developer
14 105 (3.21%) Data Business Analyst
15 104 (3.17%) Junior
16 98 (2.99%) Analyst Developer
17 96 (2.93%) Report Analyst
18 93 (2.84%) Excel Analyst
19 81 (2.47%) Data Architect
20 79 (2.41%) Systems Analyst
Libraries, Frameworks & Software Standards
1 155 (4.73%) .NET
2 128 (3.91%) HTML
3 121 (3.69%) XML
4 109 (3.33%) CSS
5 83 (2.53%) MDX
6 78 (2.38%) Natural Language Processing
7 58 (1.77%) Web Services
8 57 (1.74%) D3.js
9 53 (1.62%) AngularJS
10 47 (1.43%) Pandas
11 45 (1.37%) JSON
12 43 (1.31%) HTML5
12 43 (1.31%) jQuery
12 43 (1.31%) REST
13 38 (1.16%) SciPy
14 35 (1.07%) NumPy
15 31 (0.95%) ASP.NET
16 30 (0.92%) scikit-learn
17 26 (0.79%) SOAP
18 24 (0.73%) J2EE
Miscellaneous
1 957 (29.21%) Analytical Skills
2 320 (9.77%) Computer Science
3 290 (8.85%) Visualisation
4 289 (8.82%) Statistics
5 269 (8.21%) Management Information System
6 225 (6.87%) Mathematics
7 190 (5.80%) Algorithms
8 102 (3.11%) User Experience
9 91 (2.78%) Data Structures
10 85 (2.59%) Data Integration
11 72 (2.20%) Physics
12 50 (1.53%) Fintech
13 48 (1.47%) Data Extraction
13 48 (1.47%) Hedge funds
14 42 (1.28%) Credit Risk
15 37 (1.13%) Economics
16 34 (1.04%) Equities
16 34 (1.04%) Fixed Income
16 34 (1.04%) Mobile App
17 33 (1.01%) Reference Data
Operating Systems
1 146 (4.46%) Linux
2 145 (4.43%) Windows
3 91 (2.78%) Unix
4 24 (0.73%) Apple iOS
5 22 (0.67%) Solaris
6 20 (0.61%) Windows Server
7 10 (0.31%) CentOS
8 6 (0.18%) AIX
8 6 (0.18%) Android
8 6 (0.18%) Mac OS X
9 4 (0.12%) Ubuntu
9 4 (0.12%) Windows Server 2008
10 3 (0.092%) Red Hat Enterprise Linux
11 2 (0.061%) CatOS
11 2 (0.061%) VxWorks
11 2 (0.061%) Windows 7
11 2 (0.061%) Windows Server 2012
12 1 (0.031%) HPUX
12 1 (0.031%) Windows Server 2003
12 1 (0.031%) Windows XP
Processes & Methodologies
1 907 (27.69%) Business Intelligence
2 651 (19.87%) Analytics
3 621 (18.96%) Agile Software Development
4 376 (11.48%) Data Modelling
5 373 (11.39%) ETL
6 332 (10.13%) Data Management
7 310 (9.46%) Stakeholder Management
8 304 (9.28%) Data Analytics
9 296 (9.04%) Project Management
10 290 (8.85%) Machine Learning
11 284 (8.67%) Business Analysis
12 185 (5.65%) User Acceptance Testing
13 184 (5.62%) Change Management
14 177 (5.40%) CRM
15 170 (5.19%) Migration
16 166 (5.07%) ITIL
17 160 (4.88%) Scrum
18 158 (4.82%) Waterfall
19 156 (4.76%) SDLC
20 153 (4.67%) Data Visualisation
Programming Languages
1 1600 (48.84%) SQL
2 362 (11.05%) Python
3 313 (9.55%) T-SQL
4 312 (9.52%) Java
5 310 (9.46%) R
6 214 (6.53%) VBA
7 161 (4.91%) C#
8 158 (4.82%) PL/SQL
9 142 (4.33%) JavaScript
10 131 (4.00%) C++
11 100 (3.05%) MATLAB
12 70 (2.14%) C
13 65 (1.98%) Scala
14 49 (1.50%) VB
15 48 (1.47%) PHP
16 28 (0.85%) Bash Shell
16 28 (0.85%) Perl
17 26 (0.79%) Ruby
18 24 (0.73%) Clojure
19 20 (0.61%) Shell Script
Qualifications
1 634 (19.35%) Degree
2 117 (3.57%) PhD
3 92 (2.81%) Security Cleared
4 56 (1.71%) SC Cleared
5 48 (1.47%) CISA
6 41 (1.25%) ISEB
7 30 (0.92%) PCI QSA
8 24 (0.73%) ITIL Certification
9 21 (0.64%) CISSP
10 20 (0.61%) CISM
10 20 (0.61%) DV Cleared
11 19 (0.58%) PMI Certification
12 18 (0.55%) PMP
13 17 (0.52%) Microsoft Certification
14 15 (0.46%) ISTQB
14 15 (0.46%) PRINCE2 Certification
15 13 (0.40%) CBAP
16 12 (0.37%) Cisco Certification
17 10 (0.31%) ISTQB Foundation Certification
18 9 (0.27%) CCNA
Quality Assurance & Compliance
1 274 (8.36%) Data Quality
2 141 (4.30%) QA
3 118 (3.60%) SLA
4 17 (0.52%) MiFID
5 15 (0.46%) PCI DSS
6 11 (0.34%) EMIR
7 10 (0.31%) Dodd-Frank
7 10 (0.31%) ISO/IEC 27001
8 9 (0.27%) CRD IV
9 7 (0.21%) Basel III
9 7 (0.21%) COREP
9 7 (0.21%) FINREP
10 5 (0.15%) ISO19770
11 4 (0.12%) SDET
12 2 (0.061%) COBIT
12 2 (0.061%) FATCA
12 2 (0.061%) GPG13
12 2 (0.061%) HMG Infosec
12 2 (0.061%) ISO 9001
12 2 (0.061%) Sarbanes-Oxley
System Software
1 24 (0.73%) Active Directory
1 24 (0.73%) Virtual Machines
1 24 (0.73%) VirtualBox
2 9 (0.27%) Firmware
3 8 (0.24%) Apache Flume
3 8 (0.24%) HDFS
3 8 (0.24%) VMware Infrastructure
4 7 (0.21%) Oracle RAC
5 5 (0.15%) Veritas Cluster Server
6 2 (0.061%) Snort
7 1 (0.031%) Sendmail
7 1 (0.031%) Virtual Servers
Systems Management
1 20 (0.61%) EnCase
2 9 (0.27%) logstash
2 9 (0.27%) Opscode Chef
3 7 (0.21%) Puppet
4 6 (0.18%) HP Quality Center
4 6 (0.18%) Kibana
5 5 (0.15%) Hadoop YARN
5 5 (0.15%) Nessus
5 5 (0.15%) Terraform
6 4 (0.12%) Oozie
6 4 (0.12%) Thomson Reuters DACS
7 3 (0.092%) SCCM
7 3 (0.092%) SCOM
8 2 (0.061%) Cisco Prime
8 2 (0.061%) FTK
9 1 (0.031%) Control-M
9 1 (0.031%) cPanel
9 1 (0.031%) Forefront Identity Manager
9 1 (0.031%) Perfmon
9 1 (0.031%) Tivoli
Vendors
1 567 (17.31%) Microsoft
2 369 (11.26%) Oracle
3 267 (8.15%) Tableau
4 180 (5.49%) SAP
5 79 (2.41%) Cognos
6 75 (2.29%) IBM
7 73 (2.23%) Google
7 73 (2.23%) Salesforce.com
8 63 (1.92%) Informatica
9 42 (1.28%) Splunk
10 38 (1.16%) Bloomberg
11 35 (1.07%) Remedy
11 35 (1.07%) Reuters
12 29 (0.89%) Adobe
13 28 (0.85%) MicroStrategy
14 26 (0.79%) Cisco
14 26 (0.79%) Talend
15 23 (0.70%) TIBCO
16 21 (0.64%) Teradata
17 17 (0.52%) Hyperion
Gainsborough, Lincolnshire
HAYS INFORMATION TECHNOLOGY
Salary: £24000.00 - £27000.00 per annum
Posted: 36 minutes ago
Surbiton, Surrey
RBW Consulting
Salary: Up to £28,000 per annum
Posted: 3 hours ago
Windsor, Berkshire
onezeero.
Salary: £25000 - £32000 per annum
Posted: 6 hours ago
London
Webrecruit
Salary: £Competitive
Posted: 9 hours ago
London
People Source Consulting
Salary: £28000 - £31000 per annum + benefits, training
Posted: 1 hour ago
Basingstoke, Hampshire
Latcom Ltd
Salary: From £35,000 to £40,000 per annum
Posted: 7 hours ago
Dorset
Initi8 Recruitment
Salary: Client policy is to keep salary private
Posted: 56 minutes ago
City, London
Herbert Smith Freehills LLP
Posted: 1 hour ago
City, London
The Change Partners Recruitment
Salary: From £550 to £600 per annum
Posted: 2 hours ago
West Midlands (County)
APM Resources
Salary: Up to £65,000 per annum plus benefits
Posted: 3 hours ago
City, London
Experis Ltd
Salary: £27000.00 - £31500.00 per annum + Benefits
Posted: Yesterday
Maidenhead, Berkshire
Circle Recruitment
Salary: £30000 - £35000 per annum + benefits
Posted: Yesterday
London
set2recruit
Salary: Up to £35,000 per annum
Posted: Yesterday
Birmingham, West Midlands (County)
Hydrogen
Salary: £55000.00 - £65000.00 per annum + Extensive benefits
Posted: Yesterday
London
ClearCube Consulting
Salary: From £35,000 to £85,000 per annum
Posted: 5 hours ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 22 hours ago
City, London
Experis Ltd
Salary: £36000.00 - £47500.00 per annum + benefits
Posted: Yesterday
London
Energon People
Salary: £45000 - £55000 per annum
Posted: Yesterday
London
Xcede
Salary: £25000 - £35000 per annum + Benefits
Posted: Yesterday
Buckinghamshire
Network ITR
Salary: £26000 - £28500 per annum
Posted: 2 days ago
Warrington, Cheshire
ninesharp
Salary: £30000 - £33000 per annum + bonus, pension, healthcare etc...
Posted: 2 days ago
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: Yesterday
Bristol, Avon
Novate IT Ltd
Salary: £0.000 per hour
Posted: 2 days ago
Birmingham, West Midlands (County)
Spring Technology
Salary: £25000.00 - £33000.00 per annum
Posted: Yesterday
Surrey
Franklin Bates
Salary: From £30,000 to £40,000 per annum
Posted: 3 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: Yesterday
London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 2 days ago
City, London
onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: 2 days ago