The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Data Analytics over the 3 months to 4 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Aug 2015
Same period 2014 Same period 2013
Data Analytics
Rank 459 617 713
Rank change year-on-year
+158 +96
Permanent jobs citing Data Analytics 502 297 141
As % of all permanent IT jobs located in England 0.49% 0.27% 0.14%
As % of the Processes & Methodologies category 0.58% 0.33% 0.17%
Number of salaries quoted 406 250 87
Average salary £60,000 £62,500 £50,000
Average salary % change year-on-year
-4.00% +25.00%
90% offered a salary of more than £38,500 £32,500 £45,000
10% offered a salary of more than £101,250 £105,000 £80,000
UK excluding London average salary £45,000 £50,000 £47,500
% change year-on-year
-10.00% +5.26%
Data Analytics
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
86396 90140 82283
As % of all permanent IT jobs located in England 84.75% 82.78% 81.09%
Number of salaries quoted 71617 73137 67976
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,000
% change year-on-year
+5.88% +3.65%

Data Analytics
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Data Analytics across the England region as a proportion of the total demand within the Processes & Methodologies category.

Data Analytics Jobs Demand Trend in England

Data Analytics
Salary Trend in England

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

Data Analytics Salary Trend in England

Data Analytics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Analytics across the England region over the 3 months to 4 August 2015.

Data Analytics Salary Histogram in England

Data Analytics
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Analytics within the England region over the 3 months to 4 August 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +143 421 £60,000 -7.69% 49
South East +21 17 £51,500 +42.06% 2
East Midlands +7 11 £50,000 -9.09%
South West -12 10 £62,500 +56.25% 2
North West -4 7 £75,000 +29.31% 6
West Midlands -10 6 £41,250 -29.48% 1
Yorkshire -14 6 £59,500 +44.24% 1
East of England +3 4 £42,500 +157.57% 2
Midlands - 2 - -
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 4 August 2015, IT jobs across the England region citing Data Analytics also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analytics.

1 902 (100.00%) Analytics
2 369 (40.91%) SQL
3 345 (38.25%) Business Intelligence
4 319 (35.37%) Big Data
5 317 (35.14%) Finance
6 285 (31.60%) Analytical Skills
7 247 (27.38%) SAS
8 223 (24.72%) ETL
9 212 (23.50%) Visualisation
10 210 (23.28%) Oracle
11 207 (22.95%) Hadoop
12 197 (21.84%) Degree
13 192 (21.29%) Data Warehouse
14 190 (21.06%) Big Data Analytics
15 181 (20.07%) Tableau
16 179 (19.84%) R
17 175 (19.40%) Data Analysis
18 153 (16.96%) Python
19 152 (16.85%) Java
20 148 (16.41%) Agile Software Development
21 134 (14.86%) QlikView
22 130 (14.41%) SQL Server
23 125 (13.86%) SPSS
24 123 (13.64%) Data Modelling
25 119 (13.19%) Marketing
26 116 (12.86%) Mathematics
27 113 (12.53%) Data Management
27 113 (12.53%) Banking
28 108 (11.97%) Stakeholder Management
28 108 (11.97%) Microsoft

Data Analytics
Top Related IT Skills in England by Category

For the 6 months to 4 August 2015, IT jobs across the England region citing Data Analytics also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analytics. Up to 20 skills are shown per category.

Application Platforms
1 247 (27.38%) SAS
2 50 (5.54%) Elasticsearch
3 47 (5.21%) Apache Pig
4 41 (4.55%) Node.js
5 23 (2.55%) Apache Spark
6 21 (2.33%) Apache Solr
7 11 (1.22%) IIS
7 11 (1.22%) SharePoint
8 8 (0.89%) BizTalk Server
9 5 (0.55%) Apache
10 3 (0.33%) WebSphere
10 3 (0.33%) WorkSite
11 2 (0.22%) Mule
12 1 (0.11%) Sitecore CMS
12 1 (0.11%) MS Exchange
12 1 (0.11%) CMS
12 1 (0.11%) Lync
Applications
1 125 (13.86%) SPSS
2 73 (8.09%) MS Excel
3 12 (1.33%) MS PowerPoint
4 11 (1.22%) MS Office
5 8 (0.89%) Spreadsheet
6 5 (0.55%) PowerPivot
6 5 (0.55%) S-PLUS
7 4 (0.44%) MS Visio
8 3 (0.33%) CPLEX
8 3 (0.33%) Adobe Creative Suite
9 2 (0.22%) Stata
9 2 (0.22%) Photoshop
10 1 (0.11%) FrameMaker
Business Applications
1 10 (1.11%) Oracle Financials
2 9 (1.00%) Oracle EBS
3 5 (0.55%) SAP Oil and Gas
3 5 (0.55%) Unica
3 5 (0.55%) Oracle General Ledger
3 5 (0.55%) Workday HCM
4 4 (0.44%) Hyperion Planning
4 4 (0.44%) HFM
5 3 (0.33%) Dynamics CRM
5 3 (0.33%) Dynamics AX
5 3 (0.33%) Oracle Procure-to-Pay
6 2 (0.22%) Dynamics GP
6 2 (0.22%) SAP InfiniteInsight
6 2 (0.22%) FRx
6 2 (0.22%) SAP Business One
6 2 (0.22%) Dynamics NAV
6 2 (0.22%) Agresso
6 2 (0.22%) Lawson
6 2 (0.22%) WebTrends
7 1 (0.11%) Markit EDM
Cloud Services
1 40 (4.43%) Amazon AWS
2 24 (2.66%) Amazon EC2
2 24 (2.66%) Amazon S3
2 24 (2.66%) Amazon EMR
3 16 (1.77%) SaaS
4 12 (1.33%) Microsoft Azure
4 12 (1.33%) Google Analytics
5 10 (1.11%) Cloud Computing
6 6 (0.67%) AWS CloudFormation
6 6 (0.67%) Amazon CloudWatch
7 5 (0.55%) Taleo
7 5 (0.55%) SuccessFactors
8 4 (0.44%) Adobe Analytics
8 4 (0.44%) GitHub
9 1 (0.11%) Google App Engine
9 1 (0.11%) Google Cloud Platform
Communications & Networking
1 6 (0.67%) SNMP
1 6 (0.67%) Firewall
2 5 (0.55%) HTTP
3 3 (0.33%) IPsec
4 2 (0.22%) Unified Communications
4 2 (0.22%) NetScaler
4 2 (0.22%) SAN
4 2 (0.22%) Internet
4 2 (0.22%) WebEx
5 1 (0.11%) Skype
5 1 (0.11%) Broadband
5 1 (0.11%) SNA
5 1 (0.11%) SSL
Database & Business Intelligence
1 319 (35.37%) Big Data
2 207 (22.95%) Hadoop
3 192 (21.29%) Data Warehouse
4 134 (14.86%) QlikView
5 130 (14.41%) SQL Server
6 89 (9.87%) Data Mining
7 88 (9.76%) MongoDB
8 78 (8.65%) Relational Database
9 77 (8.54%) SQL Server Reporting Services
10 73 (8.09%) SQL Server Integration Services
11 66 (7.32%) BusinessObjects
12 65 (7.21%) Spotfire
13 63 (6.98%) NoSQL
13 63 (6.98%) Apache Hive
14 58 (6.43%) SQL Server Analysis Services
15 56 (6.21%) RDBMS
16 54 (5.99%) MySQL
17 45 (4.99%) PostgreSQL
18 37 (4.10%) Mahout
19 36 (3.99%) Oracle BI EE
Development Applications
1 44 (4.88%) Git (software)
2 27 (2.99%) Jenkins
3 24 (2.66%) Yeoman
4 18 (2.00%) ClearCase
5 8 (0.89%) JIRA
6 7 (0.78%) Talend Open Studio
7 6 (0.67%) Subversion
8 5 (0.55%) Checkstyle
8 5 (0.55%) Oracle APEX
8 5 (0.55%) Toad
8 5 (0.55%) JUnit
8 5 (0.55%) FindBugs
9 4 (0.44%) Bitbucket
9 4 (0.44%) Visual Studio
9 4 (0.44%) Team Foundation Server
10 2 (0.22%) Axure RP
10 2 (0.22%) Hudson
11 1 (0.11%) SQL Server Management Studio (SSMS)
11 1 (0.11%) Mercurial
11 1 (0.11%) WebDriver
General
1 317 (35.14%) Finance
2 119 (13.19%) Marketing
3 113 (12.53%) Banking
4 103 (11.42%) Retail
5 82 (9.09%) Telecoms
6 35 (3.88%) Legal
7 31 (3.44%) Financial Institution
7 31 (3.44%) Military
8 19 (2.11%) Investment Banking
9 15 (1.66%) Manufacturing
10 11 (1.22%) Advertising
11 10 (1.11%) Pharmaceutical
12 9 (1.00%) Automotive
12 9 (1.00%) Law
13 8 (0.89%) General Ledger
14 5 (0.55%) Games
14 5 (0.55%) Private Banking
15 4 (0.44%) French Language
15 4 (0.44%) Retail Banking
15 4 (0.44%) Electronics
Job Titles
1 148 (16.41%) Analyst
2 145 (16.08%) Consultant
3 102 (11.31%) Developer
4 96 (10.64%) Data Scientist
5 86 (9.53%) Data Manager
6 79 (8.76%) Architect
6 79 (8.76%) Data Analyst
7 64 (7.10%) Senior Manager
8 60 (6.65%) Data Analytics Manager
9 53 (5.88%) Business Consultant
10 47 (5.21%) Data Consultant
11 46 (5.10%) Data Architect
12 39 (4.32%) Software Engineer
13 36 (3.99%) Senior Analyst
14 30 (3.33%) Business Analyst
14 30 (3.33%) Data Analytics Consultant
15 25 (2.77%) Business Intelligence Consultant
16 24 (2.66%) Business Intelligence Manager
17 23 (2.55%) Business Manager
18 22 (2.44%) Insight Analyst
Libraries, Frameworks & Software Standards
1 72 (7.98%) HTML
2 66 (7.32%) CSS
3 64 (7.10%) HTML5
4 54 (5.99%) J2EE
5 49 (5.43%) .NET
6 48 (5.32%) CSS3
7 39 (4.32%) Spring
8 38 (4.21%) D3.js
9 33 (3.66%) Hibernate
9 33 (3.66%) Middleware
10 32 (3.55%) Apache Camel
11 31 (3.44%) Pandas
12 30 (3.33%) SciPy
13 27 (2.99%) Natural Language Processing
13 27 (2.99%) jQuery
14 24 (2.66%) Cascalog
14 24 (2.66%) scikit-learn
15 20 (2.22%) MDX
16 18 (2.00%) XML
17 16 (1.77%) Web Services
Miscellaneous
1 285 (31.60%) Analytical Skills
2 212 (23.50%) Visualisation
3 116 (12.86%) Mathematics
4 107 (11.86%) Computer Science
5 100 (11.09%) Statistics
6 53 (5.88%) Management Information System
7 45 (4.99%) Data Integration
8 35 (3.88%) FMCG
9 34 (3.77%) Physics
10 32 (3.55%) PKI
11 27 (2.99%) Algorithms
12 24 (2.66%) Economics
13 20 (2.22%) User Experience
14 17 (1.88%) Cybercrime
15 16 (1.77%) Data Structures
15 16 (1.77%) Enterprise Software
16 13 (1.44%) Social Media
17 12 (1.33%) Data Extraction
17 12 (1.33%) Enterprise Cloud
18 11 (1.22%) Social Network
Operating Systems
1 74 (8.20%) Linux
2 41 (4.55%) Windows
3 28 (3.10%) UNIX
4 12 (1.33%) Apple iOS
5 6 (0.67%) Windows Server 2012
5 6 (0.67%) Windows Server 2008
6 5 (0.55%) zOS
7 2 (0.22%) Android
8 1 (0.11%) Debian
8 1 (0.11%) Solaris
Processes & Methodologies
1 902 (100.00%) Analytics
2 345 (38.25%) Business Intelligence
3 223 (24.72%) ETL
4 190 (21.06%) Big Data Analytics
5 175 (19.40%) Data Analysis
6 148 (16.41%) Agile Software Development
7 123 (13.64%) Data Modelling
8 113 (12.53%) Data Management
9 108 (11.97%) Stakeholder Management
10 102 (11.31%) Data Governance
11 100 (11.09%) Data Architecture
12 88 (9.76%) Information Management
13 83 (9.20%) Project Management
14 77 (8.54%) Data Visualisation
15 75 (8.31%) Business Development
16 66 (7.32%) Scrum
17 64 (7.10%) SDLC
18 61 (6.76%) Business Analysis
19 54 (5.99%) Continuous Improvement
20 53 (5.88%) CRM
Programming Languages
1 369 (40.91%) SQL
2 179 (19.84%) R
3 153 (16.96%) Python
4 152 (16.85%) Java
5 80 (8.87%) JavaScript
6 75 (8.31%) C++
7 65 (7.21%) VBA
8 55 (6.10%) C
9 53 (5.88%) C#
10 51 (5.65%) T-SQL
11 48 (5.32%) Perl
12 44 (4.88%) Ruby
13 34 (3.77%) Bash Shell
14 28 (3.10%) MATLAB
15 25 (2.77%) Clojure
16 23 (2.55%) Shell Script
17 21 (2.33%) PHP
17 21 (2.33%) PL/SQL
18 12 (1.33%) VB
19 10 (1.11%) Scala
Qualifications
1 197 (21.84%) Degree
2 73 (8.09%) Security Cleared
3 42 (4.66%) DV Cleared
4 37 (4.10%) SC Cleared
5 26 (2.88%) PhD
6 11 (1.22%) OCP
6 11 (1.22%) OCA
6 11 (1.22%) Oracle Certification
7 7 (0.78%) CISSP
8 6 (0.67%) Microsoft Certification
8 6 (0.67%) CISM
9 5 (0.55%) CISA
9 5 (0.55%) MCSE
9 5 (0.55%) ITIL Certification
9 5 (0.55%) PMP
9 5 (0.55%) PMI Certification
10 4 (0.44%) Cisco Certification
11 3 (0.33%) CCNA
11 3 (0.33%) PRINCE2 Practitioner
11 3 (0.33%) IIBA
Quality Assurance & Compliance
1 62 (6.87%) Data Quality
2 28 (3.10%) MiFID
2 28 (3.10%) CRD IV
3 27 (2.99%) EMIR
4 11 (1.22%) QA
5 8 (0.89%) PCI DSS
5 8 (0.89%) SLA
6 7 (0.78%) Solvency II
7 4 (0.44%) ISO/IEC 27001
7 4 (0.44%) HIPAA
8 3 (0.33%) Dodd-Frank
9 1 (0.11%) FINREP
System Software
1 39 (4.32%) VMware Infrastructure
2 34 (3.77%) Hyper-V
3 28 (3.10%) VirtualBox
4 16 (1.77%) HDFS
5 6 (0.67%) GPFS
6 5 (0.55%) Active Directory
7 3 (0.33%) Apache Flume
8 2 (0.22%) VMware ESXi
9 1 (0.11%) Docker
Systems Management
1 29 (3.22%) Vagrant
2 11 (1.22%) Oracle Enterprise Manager
2 11 (1.22%) Oracle RMAN
3 10 (1.11%) Opscode Chef
4 7 (0.78%) Ansible
5 6 (0.67%) Salt
6 5 (0.55%) Puppet
7 3 (0.33%) Oozie
7 3 (0.33%) Oracle EDQ
8 2 (0.22%) CA Wily
9 1 (0.11%) SCCM
9 1 (0.11%) Nagios
Vendors
1 210 (23.28%) Oracle
2 181 (20.07%) Tableau
3 108 (11.97%) Microsoft
4 90 (9.98%) SAP
5 76 (8.43%) Teradata
6 66 (7.32%) Informatica
7 65 (7.21%) IBM
8 46 (5.10%) Cognos
9 41 (4.55%) VMware
10 38 (4.21%) Ab Initio
11 33 (3.66%) MicroStrategy
12 29 (3.22%) Netezza
13 20 (2.22%) Hyperion
14 13 (1.44%) Google
15 12 (1.33%) DataFlux
15 12 (1.33%) MuleSoft
15 12 (1.33%) Apigee
15 12 (1.33%) Mashery
16 9 (1.00%) Splunk
16 9 (1.00%) TIBCO
Southend-On-Sea, Essex
Bluetownonline
Salary: £70000 - £85000 per annum
Posted: 9 hours ago
London
Vertical IT
Salary: £10000 - £134000 per annum + Guaranteed Bonus
Posted: 10 hours ago
London
Oliver James Associates
Salary: £70000 - £100000 per annum + Car Allowance, Pension, Bonus
Posted: Yesterday
Bristol, Avon
Oliver James Associates
Salary: £50000 - £60000 per annum + Car Allowance, Pension, Bonus
Posted: Yesterday
London
Montash
Salary: £65000 - £75000 per annum + Benefits + Bonus + Car
Posted: Yesterday
London
Burns Sheehan
Salary: £60000.00 - £77000.00 per annum + OTE of up to 110,000
Posted: Yesterday
London
Burns Sheehan
Salary: £60000 - £70000 per annum
Posted: Yesterday
London
Opus Resourcing Ltd
Salary: £80000 - £100000 per annum + Benefits + Bonus to 20%
Posted: Yesterday
London
Dawson & Walsh
Salary: £35000 - £40000 per annum + Excellent Benefits
Posted: Yesterday
South West
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 Per Annum + excellent benefits
Posted: 2 days ago
Borehamwood, Hertfordshire
Understanding Recruitment
Salary: £35000 - £50000 per annum + benefits
Posted: 2 days ago
London
First Point
Salary: £50000 - £70000 per annum
Posted: 3 days ago
London
Jonathan Garth
Salary: From £65,000 to £90,000 per annum Excellent Package
Posted: 4 days ago
London
Westbourne Partners
Salary: From £50,000 to £70,000 per annum
Posted: 4 days ago
London
Westbourne Partners
Salary: From £40,000 to £65,000 per annum
Posted: 4 days ago
Central London / West End
ANSON MCCADE
Salary: £40’000 to £65 000 (+huge package!!!)
Posted: 4 days ago
Central London / West End
ANSON MCCADE
Salary: £40’000 to £65 000 (+very competitive package!!!)
Posted: 4 days ago
City, London
Client Server
Salary: £25k to £30k + bonus + benefits
Posted: 5 days ago
West London
Proteus Europe
Salary: £40000 - £65000 per annum
Posted: 5 days ago
Manchester, Lancashire
People Source Consulting
Salary: £44000 - £50000 per annum + excellent benefits scheme
Posted: 6 days ago