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 28 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Data Analytics
Rank 439 626 724
Rank change year-on-year
+187 +98
Permanent jobs citing Data Analytics 545 268 133
As % of all permanent IT jobs located in England 0.53% 0.25% 0.13%
As % of the Processes & Methodologies category 0.63% 0.30% 0.16%
Number of salaries quoted 445 221 82
Average salary £60,000 £60,000 £56,500
Average salary % change year-on-year
- +6.19%
90% offered a salary of more than £38,400 £30,000 £45,000
10% offered a salary of more than £100,000 £105,000 £85,000
UK excluding London average salary £50,000 £52,500 £55,000
% change year-on-year
-4.76% -4.54%
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
86980 88764 81227
As % of all permanent IT jobs located in England 85.08% 82.85% 81.69%
Number of salaries quoted 72449 71450 67160
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 28 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 28 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 +151 421 £62,500 -3.84% 40
West Midlands +16 24 £51,459 -39.46% 1
South East +20 21 £51,500 +87.27% 7
East Midlands +7 15 £62,500 +13.63%
South West -12 12 £47,500 +58.33% 1
North East - 12 £51,459 -
East of England -1 9 £50,000 +96.07% 1
North West -8 4 £55,000 -5.17% 4
Yorkshire +1 3 £39,000 -56.66%
Midlands - 3 - -
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 28 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.

1 961 (100.00%) Analytics
2 400 (41.62%) SQL
3 358 (37.25%) Business Intelligence
4 352 (36.63%) Big Data
5 311 (32.36%) Finance
6 290 (30.18%) Analytical Skills
7 240 (24.97%) SAS
8 238 (24.77%) ETL
9 226 (23.52%) Hadoop
10 222 (23.10%) Oracle
11 206 (21.44%) Data Warehouse
12 198 (20.60%) Visualisation
13 192 (19.98%) Tableau
13 192 (19.98%) Degree
14 186 (19.35%) Agile Software Development
15 185 (19.25%) Big Data Analytics
16 171 (17.79%) R
17 170 (17.69%) Data Analysis
18 167 (17.38%) Java
19 150 (15.61%) Python
20 143 (14.88%) SQL Server
21 132 (13.74%) QlikView
22 126 (13.11%) Data Management
23 122 (12.70%) Mathematics
23 122 (12.70%) Stakeholder Management
23 122 (12.70%) SPSS
24 120 (12.49%) Computer Science
25 119 (12.38%) Data Modelling
26 118 (12.28%) Marketing
27 113 (11.76%) Microsoft

Data Analytics
Top Related IT Skills in England by Category

For the 6 months to 28 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
1 240 (24.97%) SAS
2 51 (5.31%) Elasticsearch
3 48 (4.99%) Apache Pig
4 39 (4.06%) Node.js
5 20 (2.08%) Apache Spark
5 20 (2.08%) Apache Solr
6 15 (1.56%) SharePoint
7 12 (1.25%) IIS
8 8 (0.83%) BizTalk Server
9 5 (0.52%) Apache
10 4 (0.42%) Documentum
11 3 (0.31%) WebSphere
11 3 (0.31%) WorkSite
12 2 (0.21%) Mule
13 1 (0.10%) Sitecore CMS
13 1 (0.10%) MS Exchange
13 1 (0.10%) CMS
13 1 (0.10%) Lync
Applications
1 122 (12.70%) SPSS
2 70 (7.28%) MS Excel
3 8 (0.83%) Spreadsheet
4 7 (0.73%) MS PowerPoint
4 7 (0.73%) MS Office
5 5 (0.52%) S-PLUS
5 5 (0.52%) CPLEX
5 5 (0.52%) PowerPivot
6 4 (0.42%) Photoshop
7 3 (0.31%) Adobe Creative Suite
8 2 (0.21%) Stata
9 1 (0.10%) FrameMaker
Business Applications
1 10 (1.04%) Oracle Financials
2 8 (0.83%) Oracle EBS
3 6 (0.62%) SAP Oil and Gas
4 5 (0.52%) Unica
4 5 (0.52%) Oracle General Ledger
4 5 (0.52%) Workday HCM
5 4 (0.42%) Oracle Procure-to-Pay
5 4 (0.42%) Dynamics AX
6 3 (0.31%) Hyperion Planning
6 3 (0.31%) HFM
7 2 (0.21%) Dynamics NAV
7 2 (0.21%) Dynamics CRM
7 2 (0.21%) Dynamics GP
7 2 (0.21%) SAP InfiniteInsight
7 2 (0.21%) FRx
7 2 (0.21%) SAP Business One
7 2 (0.21%) Agresso
7 2 (0.21%) Lawson
8 1 (0.10%) SAP CRM
8 1 (0.10%) Markit EDM
Cloud Services
1 36 (3.75%) Amazon AWS
2 23 (2.39%) SaaS
3 22 (2.29%) Amazon EC2
3 22 (2.29%) Amazon S3
3 22 (2.29%) Amazon EMR
4 12 (1.25%) Cloud Computing
5 11 (1.14%) Microsoft Azure
5 11 (1.14%) Google Analytics
6 6 (0.62%) Adobe Analytics
6 6 (0.62%) AWS CloudFormation
6 6 (0.62%) Amazon CloudWatch
7 5 (0.52%) SuccessFactors
7 5 (0.52%) GitHub
7 5 (0.52%) Taleo
8 2 (0.21%) IaaS
8 2 (0.21%) PaaS
Communications & Networking
1 6 (0.62%) HTTP
1 6 (0.62%) SNMP
1 6 (0.62%) Firewall
2 5 (0.52%) IPsec
3 4 (0.42%) Unified Communications
4 3 (0.31%) WebEx
4 3 (0.31%) IP Telephony
5 2 (0.21%) BIG-IP
5 2 (0.21%) Network Security
5 2 (0.21%) NetScaler
5 2 (0.21%) DNS
5 2 (0.21%) VoIP
5 2 (0.21%) DHCP
5 2 (0.21%) SAN
6 1 (0.10%) Internet
6 1 (0.10%) SSL
6 1 (0.10%) Skype
6 1 (0.10%) Broadband
Database & Business Intelligence
1 352 (36.63%) Big Data
2 226 (23.52%) Hadoop
3 206 (21.44%) Data Warehouse
4 143 (14.88%) SQL Server
5 132 (13.74%) QlikView
6 91 (9.47%) SQL Server Integration Services
7 89 (9.26%) MongoDB
8 87 (9.05%) SQL Server Reporting Services
9 82 (8.53%) Data Mining
10 80 (8.32%) NoSQL
10 80 (8.32%) Relational Database
11 68 (7.08%) BusinessObjects
12 66 (6.87%) SQL Server Analysis Services
13 64 (6.66%) Spotfire
13 64 (6.66%) Apache Hive
14 59 (6.14%) RDBMS
15 57 (5.93%) MySQL
16 46 (4.79%) PostgreSQL
17 36 (3.75%) DB2
18 34 (3.54%) Mahout
Development Applications
1 41 (4.27%) Git (software)
2 29 (3.02%) Jenkins
3 21 (2.19%) Yeoman
4 19 (1.98%) ClearCase
5 12 (1.25%) JIRA
6 10 (1.04%) Subversion
7 9 (0.94%) Checkstyle
7 9 (0.94%) Oracle APEX
7 9 (0.94%) Toad
7 9 (0.94%) JUnit
7 9 (0.94%) FindBugs
8 8 (0.83%) Team Foundation Server
9 7 (0.73%) Talend Open Studio
10 6 (0.62%) WebDriver
10 6 (0.62%) Selenium
11 4 (0.42%) Visual Studio
11 4 (0.42%) Axure RP
11 4 (0.42%) Bitbucket
12 2 (0.21%) Hudson
12 2 (0.21%) SQL Server Management Studio (SSMS)
General
1 311 (32.36%) Finance
2 118 (12.28%) Marketing
3 104 (10.82%) Banking
4 99 (10.30%) Retail
5 79 (8.22%) Telecoms
6 39 (4.06%) Legal
7 32 (3.33%) Financial Institution
8 30 (3.12%) Military
9 21 (2.19%) Manufacturing
10 18 (1.87%) Investment Banking
11 13 (1.35%) Pharmaceutical
12 12 (1.25%) Advertising
13 11 (1.14%) Law
14 10 (1.04%) Automotive
15 9 (0.94%) Games
16 8 (0.83%) General Ledger
17 6 (0.62%) French Language
17 6 (0.62%) Norwegian Language
17 6 (0.62%) Swedish Language
18 5 (0.52%) Electronics
Job Titles
1 144 (14.98%) Consultant
2 130 (13.53%) Architect
3 129 (13.42%) Analyst
4 116 (12.07%) Developer
5 98 (10.20%) Data Scientist
6 85 (8.84%) Data Manager
7 69 (7.18%) Data Analyst
8 64 (6.66%) Senior Manager
9 61 (6.35%) Data Architect
9 61 (6.35%) Data Analytics Manager
10 51 (5.31%) Business Consultant
11 49 (5.10%) Solutions Architect
12 47 (4.89%) Data Consultant
13 37 (3.85%) Software Engineer
14 33 (3.43%) Senior Analyst
15 27 (2.81%) Data Analytics Consultant
16 26 (2.71%) Business Analyst
17 25 (2.60%) Senior Developer
17 25 (2.60%) Business Intelligence Manager
18 24 (2.50%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 70 (7.28%) HTML
2 66 (6.87%) CSS
3 61 (6.35%) HTML5
4 53 (5.52%) J2EE
5 50 (5.20%) .NET
6 47 (4.89%) CSS3
7 37 (3.85%) Spring
8 34 (3.54%) D3.js
9 32 (3.33%) Middleware
9 32 (3.33%) Hibernate
10 31 (3.23%) Apache Camel
11 26 (2.71%) jQuery
11 26 (2.71%) Pandas
11 26 (2.71%) MDX
12 25 (2.60%) SciPy
12 25 (2.60%) Natural Language Processing
13 21 (2.19%) scikit-learn
13 21 (2.19%) Cascalog
14 19 (1.98%) REST
15 16 (1.66%) XML
Miscellaneous
1 290 (30.18%) Analytical Skills
2 198 (20.60%) Visualisation
3 122 (12.70%) Mathematics
4 120 (12.49%) Computer Science
5 106 (11.03%) Statistics
6 54 (5.62%) Data Integration
7 52 (5.41%) Management Information System
8 38 (3.95%) Physics
9 33 (3.43%) PKI
10 31 (3.23%) FMCG
10 31 (3.23%) Algorithms
11 24 (2.50%) Economics
12 18 (1.87%) User Experience
13 17 (1.77%) Cybercrime
14 16 (1.66%) Data Structures
15 14 (1.46%) Enterprise Software
16 11 (1.14%) Social Media
16 11 (1.14%) Social Network
17 10 (1.04%) Data Extraction
18 9 (0.94%) NHS
Operating Systems
1 82 (8.53%) Linux
2 46 (4.79%) Windows
3 33 (3.43%) UNIX
4 13 (1.35%) Apple iOS
5 6 (0.62%) Windows Server 2012
5 6 (0.62%) Windows Server 2008
6 5 (0.52%) zOS
7 3 (0.31%) Android
8 1 (0.10%) Debian
8 1 (0.10%) Solaris
Processes & Methodologies
1 961 (100.00%) Analytics
2 358 (37.25%) Business Intelligence
3 238 (24.77%) ETL
4 186 (19.35%) Agile Software Development
5 185 (19.25%) Big Data Analytics
6 170 (17.69%) Data Analysis
7 126 (13.11%) Data Management
8 122 (12.70%) Stakeholder Management
9 119 (12.38%) Data Modelling
10 110 (11.45%) Data Governance
11 109 (11.34%) Data Architecture
12 97 (10.09%) Scrum
13 84 (8.74%) Information Management
14 78 (8.12%) Project Management
15 76 (7.91%) Business Development
16 69 (7.18%) SDLC
17 66 (6.87%) Data Visualisation
18 61 (6.35%) Business Analysis
19 58 (6.04%) Continuous Improvement
20 55 (5.72%) Software Engineering
Programming Languages
1 400 (41.62%) SQL
2 171 (17.79%) R
3 167 (17.38%) Java
4 150 (15.61%) Python
5 79 (8.22%) JavaScript
6 78 (8.12%) C++
7 65 (6.76%) C#
8 62 (6.45%) C
9 61 (6.35%) VBA
10 58 (6.04%) T-SQL
11 46 (4.79%) Perl
12 41 (4.27%) Ruby
13 33 (3.43%) Bash Shell
14 28 (2.91%) Shell Script
15 24 (2.50%) MATLAB
16 23 (2.39%) PL/SQL
17 22 (2.29%) Clojure
18 18 (1.87%) PHP
19 13 (1.35%) Scala
20 10 (1.04%) VB
Qualifications
1 192 (19.98%) Degree
2 85 (8.84%) Security Cleared
3 51 (5.31%) SC Cleared
4 42 (4.37%) DV Cleared
5 33 (3.43%) CITP
6 25 (2.60%) PhD
7 15 (1.56%) OCP
7 15 (1.56%) OCA
7 15 (1.56%) Oracle Certification
8 7 (0.73%) CISSP
9 6 (0.62%) Microsoft Certification
9 6 (0.62%) CISM
10 5 (0.52%) MCSE
10 5 (0.52%) ITIL Certification
11 4 (0.42%) PMP
11 4 (0.42%) PMI Certification
11 4 (0.42%) Cisco Certification
11 4 (0.42%) CISA
12 3 (0.31%) CIMA
12 3 (0.31%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 64 (6.66%) Data Quality
2 29 (3.02%) MiFID
2 29 (3.02%) CRD IV
3 28 (2.91%) EMIR
4 15 (1.56%) QA
5 9 (0.94%) SLA
6 8 (0.83%) PCI DSS
7 7 (0.73%) Solvency II
8 4 (0.42%) HIPAA
8 4 (0.42%) ISO/IEC 27001
9 3 (0.31%) Dodd-Frank
10 1 (0.10%) FINREP
System Software
1 41 (4.27%) VMware Infrastructure
2 33 (3.43%) Hyper-V
3 25 (2.60%) VirtualBox
4 17 (1.77%) HDFS
5 6 (0.62%) GPFS
6 5 (0.52%) Active Directory
7 3 (0.31%) Apache Flume
8 2 (0.21%) VMware ESXi
9 1 (0.10%) Docker
Systems Management
1 26 (2.71%) Vagrant
2 15 (1.56%) Oracle Enterprise Manager
2 15 (1.56%) Oracle RMAN
3 11 (1.14%) Opscode Chef
4 7 (0.73%) Ansible
4 7 (0.73%) Puppet
5 6 (0.62%) Salt
5 6 (0.62%) Oracle EDQ
6 3 (0.31%) Oozie
7 2 (0.21%) SCCM
7 2 (0.21%) CA Wily
7 2 (0.21%) Nagios
Vendors
1 222 (23.10%) Oracle
2 192 (19.98%) Tableau
3 113 (11.76%) Microsoft
4 94 (9.78%) SAP
5 74 (7.70%) Teradata
6 67 (6.97%) Informatica
7 64 (6.66%) IBM
8 44 (4.58%) VMware
9 43 (4.47%) Ab Initio
10 40 (4.16%) Cognos
11 35 (3.64%) MicroStrategy
12 34 (3.54%) Netezza
13 17 (1.77%) DataFlux
14 16 (1.66%) Hyperion
15 11 (1.14%) Salesforce.com
15 11 (1.14%) Trillium
15 11 (1.14%) Splunk
16 10 (1.04%) TIBCO
17 9 (0.94%) Google
17 9 (0.94%) MuleSoft
London
Westbourne Partners
Salary: From £40,000 to £50,000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £65,000 - £85,000 + Excellent Benefits
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £50,000 plus an excellent package
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £80,000 - £100,000 plus an excellent package
Posted: 2 days ago
London
set2recruit
Salary: From £50,000 to £80,000 per annum
Posted: 2 days ago
London
Opus Resourcing Ltd
Salary: £70000 - £90000 per annum + Benefits + Bonus to 20%
Posted: 2 days ago
London
Client Server
Salary: £60k to £75k + benefits
Posted: 2 days ago
Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £50000.00 - £60000.00 per annum + Bouns
Posted: 2 days ago
City, London
Client Server
Salary: £25k to £30k + bonus + benefits
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £55,000 - £75,000 plus outstanding package
Posted: 3 days ago
London
Burns Sheehan
Salary: £45000.00 - £55000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £60k - £110k plus excellent benefits
Posted: 4 days ago
City, London
Talent International
Salary: £30000 - £40000 per annum + Commission + Benefits
Posted: 4 days ago
Reading, Berkshire
Circle Recruitment
Salary: £30000 - £55000 per annum + package
Posted: 5 days ago
London
Burns Sheehan
Salary: £60000.00 - £77000.00 per annum + OTE of up to 110,000
Posted: 5 days ago
Central London / West End
ANSON MCCADE
Salary: £45,000 - £65,000 + Excellent Benefits
Posted: 5 days ago
City, London
Hays Finance Technology
Salary: £45000.00 - £100000.00 per annum
Posted: 5 days ago
North West London
The Bridge Ltd
Salary: Unspecified Market rates
Posted: 5 days ago
Central London / West End
ANSON MCCADE
Salary: £40’000 to £65 000 (+huge package!!!)
Posted: 6 days ago
Central London / West End
ANSON MCCADE
Salary: £40’000 to £65 000 (+very competitive package!!!)
Posted: 6 days ago