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 17 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Apr 2015
Same period 2014 Same period 2013
Data Analytics
Rank 513 617 716
Rank change year-on-year
+104 +99
Permanent jobs citing Data Analytics 411 306 156
As % of all permanent IT jobs located in England 0.40% 0.27% 0.15%
As % of the Processes & Methodologies category 0.48% 0.33% 0.18%
Number of salaries quoted 314 220 128
Average salary £60,000 £55,500 £47,500
Average salary % change year-on-year
+8.10% +16.84%
90% offered a salary of more than £40,000 £32,500 £35,000
10% offered a salary of more than £86,250 £95,000 £80,000
UK excluding London average salary £50,000 £42,500 £45,000
% change year-on-year
+17.64% -5.55%
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
85964 92342 85115
As % of all permanent IT jobs located in England 83.18% 82.10% 80.37%
Number of salaries quoted 70360 74842 70738
Average salary £50,000 £47,500 £47,000
Average salary % change year-on-year
+5.26% +1.06%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

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 17 April 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 17 April 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 +85 337 £62,500 -3.84% 59
South East -1 24 £62,500 +47.05% 4
South West -7 17 £55,000 -15.38% 1
North West +3 9 £47,500 +5.55% 3
West Midlands -24 8 £45,000 +5.88%
East of England +29 5 £55,000 -16.98%
East Midlands +14 2 £37,500 +25.00%
Yorkshire -1 2 £47,500 +46.15% 1
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 17 April 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.

1 757 (100.00%) Analytics
2 331 (43.73%) Big Data
3 284 (37.52%) Business Intelligence
4 269 (35.54%) SQL
5 251 (33.16%) Finance
6 219 (28.93%) Analytical Skills
7 204 (26.95%) SAS
8 187 (24.70%) Degree
9 171 (22.59%) Big Data Analytics
10 167 (22.06%) ETL
11 166 (21.93%) Hadoop
12 162 (21.40%) Python
13 155 (20.48%) Visualisation
14 153 (20.21%) R
15 152 (20.08%) Data Analysis
16 148 (19.55%) Oracle
17 145 (19.15%) Data Modelling
18 128 (16.91%) Data Warehouse
19 121 (15.98%) SQL Server
20 109 (14.40%) Marketing
21 100 (13.21%) Java
22 98 (12.95%) Tableau
23 97 (12.81%) QlikView
24 93 (12.29%) Agile Software Development
25 90 (11.89%) Banking
26 86 (11.36%) Microsoft
27 83 (10.96%) SPSS
27 83 (10.96%) MS Excel
28 80 (10.57%) Project Management
29 78 (10.30%) SQL Server Reporting Services

Data Analytics
Top Related IT Skills in England by Category

For the 6 months to 17 April 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
1 204 (26.95%) SAS
2 35 (4.62%) Apache Pig
3 26 (3.43%) Apache Spark
4 25 (3.30%) Node.js
5 23 (3.04%) Elasticsearch
6 21 (2.77%) SharePoint
7 10 (1.32%) Apache Solr
8 7 (0.92%) Apache
9 6 (0.79%) IIS
10 5 (0.66%) WorkSite
11 4 (0.53%) Documentum
12 3 (0.40%) CMS
13 2 (0.26%) Tomcat
Applications
1 83 (10.96%) MS Excel
1 83 (10.96%) SPSS
2 17 (2.25%) MS PowerPoint
3 7 (0.92%) MS Office
4 5 (0.66%) PowerPivot
4 5 (0.66%) MS Visio
5 3 (0.40%) Adobe Creative Suite
5 3 (0.40%) Spreadsheet
6 1 (0.13%) FastStats
6 1 (0.13%) Stata
Business Applications
1 13 (1.72%) Google Analytics
2 7 (0.92%) Dynamics CRM
3 6 (0.79%) Oracle EBS
4 4 (0.53%) HFM
4 4 (0.53%) Oracle Financials
4 4 (0.53%) Hyperion Planning
5 3 (0.40%) SiteCatalyst
5 3 (0.40%) WebTrends
5 3 (0.40%) Unica
6 2 (0.26%) Workday HCM
7 1 (0.13%) SAP InfiniteInsight
7 1 (0.13%) SAP Oil and Gas
7 1 (0.13%) Adobe Campaign
Cloud Services
1 52 (6.87%) Amazon AWS
2 20 (2.64%) Amazon EC2
2 20 (2.64%) Amazon EMR
3 19 (2.51%) Amazon S3
4 18 (2.38%) Microsoft Azure
5 13 (1.72%) SaaS
6 8 (1.06%) Cloud Computing
7 7 (0.92%) Amazon SQS
8 6 (0.79%) Google Cloud Platform
8 6 (0.79%) Google App Engine
9 5 (0.66%) AWS CloudFormation
9 5 (0.66%) Amazon CloudWatch
9 5 (0.66%) GitHub
10 4 (0.53%) PaaS
11 2 (0.26%) Taleo
11 2 (0.26%) SuccessFactors
12 1 (0.13%) Boomi
12 1 (0.13%) SmartFocus
Communications & Networking
1 12 (1.59%) Internet
2 9 (1.19%) Firewall
3 6 (0.79%) SNMP
4 4 (0.53%) LDAP
4 4 (0.53%) MPLS
5 3 (0.40%) LAN
5 3 (0.40%) WAN
5 3 (0.40%) VPN
6 2 (0.26%) HTTP
7 1 (0.13%) Intrusion Detection
7 1 (0.13%) Network Security
7 1 (0.13%) SNA
7 1 (0.13%) DNS
7 1 (0.13%) TCP/IP
7 1 (0.13%) DHCP
7 1 (0.13%) SMS
Database & Business Intelligence
1 331 (43.73%) Big Data
2 166 (21.93%) Hadoop
3 128 (16.91%) Data Warehouse
4 121 (15.98%) SQL Server
5 97 (12.81%) QlikView
6 78 (10.30%) SQL Server Reporting Services
7 77 (10.17%) Data Mining
8 69 (9.11%) Relational Database
9 65 (8.59%) MongoDB
9 65 (8.59%) SQL Server Analysis Services
10 64 (8.45%) NoSQL
11 62 (8.19%) SQL Server Integration Services
12 52 (6.87%) Apache Hive
13 50 (6.61%) SAS Enterprise Guide
14 42 (5.55%) RDBMS
15 39 (5.15%) Oracle BI EE
16 38 (5.02%) MySQL
17 35 (4.62%) OLAP
17 35 (4.62%) Spotfire
17 35 (4.62%) PostgreSQL
Development Applications
1 54 (7.13%) Git (software)
2 20 (2.64%) Jenkins
3 19 (2.51%) Yeoman
4 16 (2.11%) Mercurial
5 10 (1.32%) Subversion
6 9 (1.19%) ClearCase
7 7 (0.92%) Visual Studio
8 5 (0.66%) JIRA
9 4 (0.53%) Talend Open Studio
10 3 (0.40%) TeamCity
10 3 (0.40%) Team Foundation Server
11 2 (0.26%) PowerDesigner
11 2 (0.26%) Maven
12 1 (0.13%) Oracle APEX
12 1 (0.13%) Atlassian Bamboo
General
1 251 (33.16%) Finance
2 109 (14.40%) Marketing
3 90 (11.89%) Banking
4 76 (10.04%) Retail
5 47 (6.21%) Telecoms
6 18 (2.38%) Law
6 18 (2.38%) Military
7 15 (1.98%) Legal
8 12 (1.59%) Advertising
9 11 (1.45%) Financial Institution
9 11 (1.45%) Investment Banking
10 6 (0.79%) Online Betting
11 4 (0.53%) Private Banking
11 4 (0.53%) Retail Banking
12 3 (0.40%) Mandarin Language
12 3 (0.40%) Games
13 2 (0.26%) Local Government
13 2 (0.26%) Pharmaceutical
13 2 (0.26%) Publishing
13 2 (0.26%) French Language
Job Titles
1 123 (16.25%) Consultant
2 120 (15.85%) Analyst
3 68 (8.98%) Data Manager
4 65 (8.59%) Architect
5 63 (8.32%) Developer
5 63 (8.32%) Data Analyst
6 54 (7.13%) Data Analytics Manager
7 53 (7.00%) Data Scientist
8 46 (6.08%) Data Consultant
9 43 (5.68%) Data Architect
10 42 (5.55%) Software Engineer
11 38 (5.02%) Senior Manager
12 33 (4.36%) Data Analytics Consultant
13 29 (3.83%) Business Analyst
14 27 (3.57%) Business Intelligence Consultant
15 23 (3.04%) Business Consultant
16 21 (2.77%) Big Data Architect
17 18 (2.38%) Project Manager
18 17 (2.25%) Business Intelligence Analyst
19 14 (1.85%) Senior Analyst
Libraries, Frameworks & Software Standards
1 59 (7.79%) HTML
2 56 (7.40%) .NET
3 49 (6.47%) CSS
4 47 (6.21%) HTML5
5 32 (4.23%) Web Services
6 31 (4.10%) CSS3
7 29 (3.83%) XML
8 28 (3.70%) J2EE
8 28 (3.70%) D3.js
9 25 (3.30%) Pandas
9 25 (3.30%) SciPy
10 24 (3.17%) jQuery
11 20 (2.64%) RESTful
11 20 (2.64%) Spring
12 19 (2.51%) Natural Language Processing
12 19 (2.51%) Cascalog
12 19 (2.51%) scikit-learn
13 18 (2.38%) Hibernate
14 17 (2.25%) Middleware
14 17 (2.25%) Apache Camel
Miscellaneous
1 219 (28.93%) Analytical Skills
2 155 (20.48%) Visualisation
3 75 (9.91%) Computer Science
4 68 (8.98%) Mathematics
5 64 (8.45%) Statistics
6 47 (6.21%) Algorithms
7 33 (4.36%) Open Source
8 31 (4.10%) Data Integration
9 29 (3.83%) Management Information System
10 23 (3.04%) User Experience
11 17 (2.25%) PKI
12 16 (2.11%) Data Structures
13 13 (1.72%) FMCG
13 13 (1.72%) Social Media
14 11 (1.45%) Enterprise Software
14 11 (1.45%) NHS
14 11 (1.45%) Data Extraction
14 11 (1.45%) Physics
15 9 (1.19%) GIS
15 9 (1.19%) Internet of Things
Operating Systems
1 72 (9.51%) Linux
2 36 (4.76%) Windows
3 26 (3.43%) UNIX
4 5 (0.66%) Red Hat Enterprise Linux
5 4 (0.53%) Windows Server 2012
5 4 (0.53%) Windows Server 2008
6 1 (0.13%) AIX
6 1 (0.13%) Solaris
6 1 (0.13%) zOS
Processes & Methodologies
1 757 (100.00%) Analytics
2 284 (37.52%) Business Intelligence
3 171 (22.59%) Big Data Analytics
4 167 (22.06%) ETL
5 152 (20.08%) Data Analysis
6 145 (19.15%) Data Modelling
7 93 (12.29%) Agile Software Development
8 80 (10.57%) Project Management
9 70 (9.25%) Data Architecture
10 59 (7.79%) Data Visualisation
11 57 (7.53%) Data Governance
12 56 (7.40%) Stakeholder Management
13 55 (7.27%) Data Management
14 50 (6.61%) Software Engineering
15 46 (6.08%) Information Management
16 44 (5.81%) Business Analysis
17 41 (5.42%) Performance Management
18 39 (5.15%) Mentoring
19 35 (4.62%) CRM
20 33 (4.36%) Statistical Analysis
Programming Languages
1 269 (35.54%) SQL
2 162 (21.40%) Python
3 153 (20.21%) R
4 100 (13.21%) Java
5 70 (9.25%) JavaScript
6 56 (7.40%) T-SQL
7 49 (6.47%) C#
8 46 (6.08%) C++
9 44 (5.81%) MATLAB
10 41 (5.42%) Perl
11 37 (4.89%) Ruby
11 37 (4.89%) VBA
12 34 (4.49%) PHP
13 31 (4.10%) Bash Shell
14 26 (3.43%) C
15 19 (2.51%) Clojure
16 17 (2.25%) Scala
17 12 (1.59%) PowerShell
18 10 (1.32%) F#
18 10 (1.32%) PL/SQL
Qualifications
1 187 (24.70%) Degree
2 48 (6.34%) Security Cleared
3 28 (3.70%) PhD
4 26 (3.43%) DV Cleared
5 19 (2.51%) SC Cleared
6 7 (0.92%) PMP
6 7 (0.92%) PMI Certification
7 6 (0.79%) CISSP
8 5 (0.66%) PRINCE2 Practitioner
9 3 (0.40%) CISA
9 3 (0.40%) MBA
9 3 (0.40%) Microsoft Certification
10 2 (0.26%) CCIE
10 2 (0.26%) ISEB
10 2 (0.26%) MCSE
10 2 (0.26%) CISM
10 2 (0.26%) Cisco Certification
10 2 (0.26%) CHFI
11 1 (0.13%) Postgraduate
11 1 (0.13%) CTC Cleared
Quality Assurance & Compliance
1 35 (4.62%) QA
2 28 (3.70%) Data Quality
3 13 (1.72%) CRD IV
4 12 (1.59%) MiFID
4 12 (1.59%) EMIR
5 8 (1.06%) PCI DSS
6 4 (0.53%) HIPAA
6 4 (0.53%) SLA
7 3 (0.40%) Dodd-Frank
8 1 (0.13%) FINREP
8 1 (0.13%) Sarbanes-Oxley
8 1 (0.13%) Basel II
8 1 (0.13%) GPG13
System Software
1 20 (2.64%) VMware Infrastructure
1 20 (2.64%) Hyper-V
2 19 (2.51%) VirtualBox
3 12 (1.59%) HDFS
4 7 (0.92%) Active Directory
5 4 (0.53%) Apache ZooKeeper
6 3 (0.40%) XenServer
6 3 (0.40%) vSphere
7 2 (0.26%) Apache Flume
Systems Management
1 19 (2.51%) Vagrant
2 7 (0.92%) Puppet
3 6 (0.79%) Opscode Chef
4 5 (0.66%) Ansible
4 5 (0.66%) Pingdom
4 5 (0.66%) Salt
5 4 (0.53%) Hadoop YARN
5 4 (0.53%) Ambari
5 4 (0.53%) Oozie
5 4 (0.53%) OpenView
5 4 (0.53%) Nagios
5 4 (0.53%) ZABBIX
5 4 (0.53%) Cacti
5 4 (0.53%) Munin
Vendors
1 148 (19.55%) Oracle
2 98 (12.95%) Tableau
3 86 (11.36%) Microsoft
4 71 (9.38%) SAP
5 65 (8.59%) Business Objects
6 63 (8.32%) Teradata
7 52 (6.87%) IBM
8 30 (3.96%) Cognos
9 27 (3.57%) Informatica
10 20 (2.64%) VMware
10 20 (2.64%) Google
11 15 (1.98%) Hyperion
12 14 (1.85%) MicroStrategy
13 12 (1.59%) Splunk
14 11 (1.45%) Ab Initio
15 9 (1.19%) OpenText
15 9 (1.19%) HP
15 9 (1.19%) Hortonworks
16 8 (1.06%) Vertica
16 8 (1.06%) MuleSoft
Slough, Berkshire
Sanderson
Salary: £50000 - £80000 per annum + benefits
Posted: 20 hours ago
Altrincham, Cheshire
Applause IT Innovation
Salary: £18000 - £25000 per annum
Posted: 20 hours ago
City, London
Mortimer Spinks
Salary: £55000 per annum + excellent package
Posted: 21 hours ago
City, London
Miller Maxwell Ltd
Salary: From £45,000 to £55,000 per annum + Bonus and Benefits
Posted: 21 hours ago
London
Informatiq Consulting
Salary: £40000 - £90000 per annum + bonus
Posted: 22 hours ago
London
Informatiq Consulting
Salary: £45000 - £90000 per annum + bonus, benefits, car allowance
Posted: 22 hours ago
London
Informatiq Consulting
Salary: £45000 - £75000 per annum + bonus, benefits
Posted: 22 hours ago
City, London
KDR
Salary: £80000 - £120000 per annum + Excellent bonus + Car + Pension
Posted: 22 hours ago
London
EY
Salary: Competitive
Posted: Yesterday
London
ANSON MCCADE
Salary: £60-90k + bonus
Posted: Yesterday
London
EY
Salary: Competitive
Posted: Yesterday
City, London
Harris Global
Posted: Yesterday
London
ReThink Recruitment
Salary: £55000.00 per annum
Posted: Yesterday
London
ANSON MCCADE
Salary: £40 000 to £65 000 + package
Posted: Yesterday
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £60,000 per annum + Benefits
Posted: Yesterday
London
ANSON MCCADE
Salary: £40’000 to £65 000 (+huge package!!!)
Posted: Yesterday
East London
Maclean Moore Consulting
Salary: From £40,000 to £55,000 per annum plus benefits
Posted: 2 days ago
Liverpool, Merseyside
HAYS INFORMATION TECHNOLOGY
Salary: £28000.00 - £35000.00 per annum + Benefits
Posted: 2 days ago
London
Executive Recruitment Services (ERS)
Salary: £10000 - £40000 per annum
Posted: 2 days ago
Windsor, Berkshire
Quant Capital
Salary: Up to £70,000 per annum + bonus + benefits
Posted: 3 days ago