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 salaries offered in IT jobs that have cited Data Analytics over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Analytics
Rank 262 359 464
Rank change year-on-year
+97 +105
Permanent jobs citing Data Analytics 1152 848 635
As % of all permanent IT jobs located in England 1.26% 0.83% 0.58%
As % of the Processes & Methodologies category 1.43% 0.95% 0.68%
Number of salaries quoted 1002 657 522
Median salary £60,000 £57,500 £58,000
Median salary % change year-on-year
+4.34% -0.86%
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £90,000 £100,000 £91,750
UK excluding London median salary £52,250 £47,000 £42,500
% change year-on-year
+11.17% +10.58%
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
80620 89557 93008
As % of all permanent IT jobs located in England 87.87% 87.14% 85.41%
Number of salaries quoted 68149 74108 75683
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £73,000 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analytics
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Data Analytics as a proportion of all IT jobs with a match in 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 27 July 2016.

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 median salaries quoted in IT jobs citing Data Analytics within the England region over the 3 months to 27 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 +32 715 £60,000 - 60
South East +140 170 £55,000 +6.79% 12
South West +61 76 £50,000 +11.11% 7
East of England +58 48 £60,000 +41.17% 9
North West +49 46 £40,000 -5.88% 12
Yorkshire +55 44 £47,500 +5.55% 7
West Midlands +4 23 £43,750 +26.81% 7
East Midlands 0 13 £50,000 +5.26% 4
North East +8 7 £65,000 +15.86%
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 27 July 2016, IT jobs citing Data Analytics 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 Analytics.

1 2293 (100.00%) Analytics
2 916 (39.95%) SQL
3 909 (39.64%) Big Data
4 681 (29.70%) Business Intelligence
5 668 (29.13%) Finance
6 575 (25.08%) Analytical Skills
7 562 (24.51%) Hadoop
8 529 (23.07%) Degree
9 522 (22.76%) Python
10 501 (21.85%) Agile Software Development
11 493 (21.50%) Java
12 403 (17.58%) Visualisation
13 379 (16.53%) Big Data Analytics
14 370 (16.14%) SAS
15 341 (14.87%) SQL Server
16 330 (14.39%) Tableau
17 325 (14.17%) Machine Learning
18 307 (13.39%) ETL
19 305 (13.30%) Data Analysis
20 298 (13.00%) Computer Science
21 297 (12.95%) Marketing
22 294 (12.82%) R
23 292 (12.73%) Oracle
24 286 (12.47%) Data Warehouse
25 269 (11.73%) NoSQL
26 265 (11.56%) Data Visualisation
27 237 (10.34%) Data Management
28 229 (9.99%) Mathematics
28 229 (9.99%) JavaScript
29 225 (9.81%) Data Modelling

Data Analytics
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
1 370 (16.14%) SAS
2 222 (9.68%) Apache Spark
3 109 (4.75%) Apache Pig
4 48 (2.09%) Elasticsearch
5 46 (2.01%) Apache
6 33 (1.44%) SharePoint
7 17 (0.74%) Tomcat
8 15 (0.65%) CMS
8 15 (0.65%) IIS
9 14 (0.61%) Apache Solr
9 14 (0.61%) MS Exchange
10 12 (0.52%) Skype for Business
11 10 (0.44%) GlassFish
12 9 (0.39%) WordPress
13 6 (0.26%) Documentum
13 6 (0.26%) Exchange Server 2010
13 6 (0.26%) Exchange Server 2013
13 6 (0.26%) WebLogic
14 5 (0.22%) ArcGIS
14 5 (0.22%) JBoss
Applications
1 165 (7.20%) MS Excel
2 142 (6.19%) SPSS
3 40 (1.74%) MS Office
4 28 (1.22%) MS Visio
5 26 (1.13%) MS PowerPoint
6 10 (0.44%) Spreadsheet
7 9 (0.39%) MS Project
8 5 (0.22%) GNU Octave
8 5 (0.22%) Photoshop
9 2 (0.087%) Stata
10 1 (0.044%) EViews
10 1 (0.044%) Gephi
10 1 (0.044%) InVision
10 1 (0.044%) Mathcad
10 1 (0.044%) OmniGraffle
Business Applications
1 30 (1.31%) SAP Oil and Gas
2 16 (0.70%) Adobe Campaign
3 15 (0.65%) Dynamics CRM
4 12 (0.52%) Cognos Business Intelligence
5 11 (0.48%) Cognos TM1
5 11 (0.48%) Oracle EBS
6 9 (0.39%) Cognos Controller
7 8 (0.35%) WebTrends
8 6 (0.26%) Unica
9 5 (0.22%) FastStats
10 4 (0.17%) Dynamics AX
10 4 (0.17%) Eloqua
11 3 (0.13%) Dynamics NAV
11 3 (0.13%) SAP Business One
12 2 (0.087%) Oracle FAH
12 2 (0.087%) Oracle Financials
12 2 (0.087%) SAP Bank Analyzer
13 1 (0.044%) Oracle AML
13 1 (0.044%) Payment Gateway
13 1 (0.044%) SAP HR
Cloud Services
1 215 (9.38%) Amazon AWS
2 102 (4.45%) Microsoft Azure
3 63 (2.75%) SaaS
4 53 (2.31%) Amazon EC2
5 46 (2.01%) Google Analytics
6 38 (1.66%) Amazon S3
7 29 (1.26%) GitHub
8 27 (1.18%) Amazon EMR
9 24 (1.05%) Cloud Computing
10 19 (0.83%) Google Cloud Platform
11 15 (0.65%) Adobe Analytics
12 14 (0.61%) Office 365
13 11 (0.48%) AWS OpsWorks
13 11 (0.48%) PaaS
14 9 (0.39%) Force.com
14 9 (0.39%) IaaS
15 7 (0.31%) Amazon Kinesis
16 5 (0.22%) AdWords
16 5 (0.22%) AWS CloudFormation
16 5 (0.22%) Heroku
Communications & Networking
1 95 (4.14%) Internet
2 46 (2.01%) Firewall
3 33 (1.44%) HTTP
4 23 (1.00%) DNS
5 20 (0.87%) VPN
6 14 (0.61%) DHCP
6 14 (0.61%) TCP/IP
7 13 (0.57%) NetScaler
7 13 (0.57%) SMS
8 10 (0.44%) FTP
9 8 (0.35%) ATM
9 8 (0.35%) LAN
10 7 (0.31%) Intrusion Detection
10 7 (0.31%) NAS
10 7 (0.31%) SAN
10 7 (0.31%) WAN
11 6 (0.26%) Network Security
12 5 (0.22%) Ethernet
12 5 (0.22%) MPLS
12 5 (0.22%) SSL
Database & Business Intelligence
1 909 (39.64%) Big Data
2 562 (24.51%) Hadoop
3 341 (14.87%) SQL Server
4 286 (12.47%) Data Warehouse
5 269 (11.73%) NoSQL
6 212 (9.25%) MongoDB
7 205 (8.94%) QlikView
8 197 (8.59%) Data Mining
9 192 (8.37%) Apache Hive
10 177 (7.72%) SQL Server Integration Services
11 148 (6.45%) SQL Server Reporting Services
12 133 (5.80%) BusinessObjects
13 106 (4.62%) Apache Cassandra
14 105 (4.58%) Relational Database
15 98 (4.27%) MySQL
16 81 (3.53%) Spotfire
17 74 (3.23%) Impala
17 74 (3.23%) PostgreSQL
18 67 (2.92%) Power BI
19 66 (2.88%) Neo4j
Development Applications
1 96 (4.19%) Git (software)
2 73 (3.18%) Jenkins
3 45 (1.96%) Vagrant
4 29 (1.26%) Visual Studio
5 27 (1.18%) Talend Open Studio
6 26 (1.13%) JIRA
7 25 (1.09%) Yeoman
8 21 (0.92%) NUnit
9 19 (0.83%) Team Foundation Server
10 17 (0.74%) TeamCity
11 10 (0.44%) Selenium
11 10 (0.44%) SQL Server Management Studio (SSMS)
12 8 (0.35%) ERwin
12 8 (0.35%) Grunt
13 7 (0.31%) Jasmine
14 6 (0.26%) Hudson
14 6 (0.26%) JUnit
15 5 (0.22%) Axure RP
15 5 (0.22%) Microsoft Blend
15 5 (0.22%) Subversion
General
1 668 (29.13%) Finance
2 297 (12.95%) Marketing
3 197 (8.59%) Retail
4 174 (7.59%) Banking
5 126 (5.49%) Telecoms
6 104 (4.54%) Advertising
7 97 (4.23%) Manufacturing
8 42 (1.83%) Games
9 41 (1.79%) Investment Banking
10 39 (1.70%) Electronics
11 35 (1.53%) Front Office
12 33 (1.44%) Law
13 32 (1.40%) Legal
14 30 (1.31%) Financial Institution
15 29 (1.26%) Back Office
16 28 (1.22%) Publishing
17 15 (0.65%) Pharmaceutical
18 11 (0.48%) Retail Banking
19 9 (0.39%) French Language
20 8 (0.35%) Private Banking
Job Titles
1 424 (18.49%) Developer
2 416 (18.14%) Analyst
3 243 (10.60%) Consultant
4 242 (10.55%) Architect
5 197 (8.59%) Data Scientist
6 180 (7.85%) Data Analyst
7 164 (7.15%) Data Architect
8 125 (5.45%) Data Manager
9 119 (5.19%) Data Consultant
10 106 (4.62%) Analytics Manager
11 103 (4.49%) Analytics Consultant
12 100 (4.36%) Java Developer
13 96 (4.19%) Data Analytics Manager
14 82 (3.58%) Senior Manager
15 81 (3.53%) Solutions Architect
16 80 (3.49%) SQL Analyst
17 78 (3.40%) Data Analytics Consultant
18 67 (2.92%) Project Manager
19 60 (2.62%) Senior Developer
20 59 (2.57%) SQL Developer
Libraries, Frameworks & Software Standards
1 184 (8.02%) .NET
2 156 (6.80%) HTML
3 123 (5.36%) AngularJS
4 119 (5.19%) CSS
5 114 (4.97%) XML
6 111 (4.84%) Web Services
7 82 (3.58%) HTML5
8 79 (3.45%) jQuery
9 77 (3.36%) Natural Language Processing
10 76 (3.31%) D3.js
11 73 (3.18%) Node.js
12 63 (2.75%) JSON
13 46 (2.01%) ASP.NET
14 43 (1.88%) RESTful
15 41 (1.79%) Middleware
16 39 (1.70%) REST
17 38 (1.66%) Spring
18 37 (1.61%) .NET Framework
18 37 (1.61%) CSS3
19 36 (1.57%) Kafka
Miscellaneous
1 575 (25.08%) Analytical Skills
2 403 (17.58%) Visualisation
3 298 (13.00%) Computer Science
4 229 (9.99%) Mathematics
5 190 (8.29%) Statistics
6 166 (7.24%) Management Information System
7 127 (5.54%) Algorithms
8 69 (3.01%) Physics
9 67 (2.92%) User Experience
10 59 (2.57%) Mobile App
11 56 (2.44%) Data Integration
12 55 (2.40%) Social Media
13 43 (1.88%) Fintech
14 39 (1.70%) Data Structures
14 39 (1.70%) Security Operations Centre
15 37 (1.61%) Data Centre
16 33 (1.44%) Enterprise Software
16 33 (1.44%) FMCG
17 32 (1.40%) Cyberthreat
18 30 (1.31%) Economics
Operating Systems
1 191 (8.33%) Linux
2 115 (5.02%) Unix
3 112 (4.88%) Windows
4 54 (2.35%) Android
5 48 (2.09%) Apple iOS
6 38 (1.66%) Windows Server
7 23 (1.00%) Windows Server 2008
8 22 (0.96%) Mac OS X
8 22 (0.96%) Ubuntu
9 16 (0.70%) CentOS
10 14 (0.61%) Red Hat Enterprise Linux
10 14 (0.61%) Windows Server 2003
11 9 (0.39%) Windows Server 2012
12 8 (0.35%) Solaris
13 6 (0.26%) AIX
13 6 (0.26%) HPUX
14 5 (0.22%) Windows 10
15 4 (0.17%) Windows 7
15 4 (0.17%) Windows Mobile
16 3 (0.13%) Windows 8
Processes & Methodologies
1 2293 (100.00%) Analytics
2 681 (29.70%) Business Intelligence
3 501 (21.85%) Agile Software Development
4 379 (16.53%) Big Data Analytics
5 325 (14.17%) Machine Learning
6 307 (13.39%) ETL
7 305 (13.30%) Data Analysis
8 265 (11.56%) Data Visualisation
9 237 (10.34%) Data Management
10 225 (9.81%) Data Modelling
10 225 (9.81%) Project Management
11 195 (8.50%) Stakeholder Management
12 169 (7.37%) Software Engineering
13 162 (7.06%) Open Source
14 147 (6.41%) Data Architecture
15 144 (6.28%) Mentoring
16 125 (5.45%) CRM
17 122 (5.32%) TDD
18 120 (5.23%) Scrum
19 118 (5.15%) Migration
Programming Languages
1 916 (39.95%) SQL
2 522 (22.76%) Python
3 493 (21.50%) Java
4 294 (12.82%) R
5 229 (9.99%) JavaScript
6 202 (8.81%) C#
7 184 (8.02%) C++
8 151 (6.59%) Scala
9 105 (4.58%) T-SQL
10 101 (4.40%) VBA
11 84 (3.66%) MATLAB
11 84 (3.66%) Perl
12 80 (3.49%) C
13 55 (2.40%) Ruby
14 52 (2.27%) Bash Shell
15 48 (2.09%) PowerShell
16 39 (1.70%) Clojure
16 39 (1.70%) VB.NET
17 38 (1.66%) PHP
18 26 (1.13%) PL/SQL
Qualifications
1 529 (23.07%) Degree
2 161 (7.02%) PhD
3 127 (5.54%) Security Cleared
4 69 (3.01%) SC Cleared
5 42 (1.83%) DV Cleared
6 40 (1.74%) CISSP
7 21 (0.92%) (ISC)2 CCSP
7 21 (0.92%) CCSP
7 21 (0.92%) CISA
7 21 (0.92%) Cisco Certification
7 21 (0.92%) SANS
8 19 (0.83%) CISM
8 19 (0.83%) PMI Certification
9 15 (0.65%) CRISC
10 12 (0.52%) Microsoft Certification
11 11 (0.48%) CITP
11 11 (0.48%) PMP
11 11 (0.48%) PRINCE2 Certification
12 7 (0.31%) ACCA
13 6 (0.26%) ISEB
Quality Assurance & Compliance
1 130 (5.67%) Data Quality
2 62 (2.70%) QA
3 21 (0.92%) SLA
4 8 (0.35%) COBIT
5 6 (0.26%) CRD IV
5 6 (0.26%) EMIR
5 6 (0.26%) MiFID
6 4 (0.17%) GMP
6 4 (0.17%) IAS 39
7 3 (0.13%) ISO 14001
7 3 (0.13%) ISO 9001
7 3 (0.13%) Solvency II
8 2 (0.087%) Actionable Recommendations
8 2 (0.087%) COREP
8 2 (0.087%) FATCA
8 2 (0.087%) FINREP
8 2 (0.087%) ISO/IEC 27001
9 1 (0.044%) ISAE 3402
9 1 (0.044%) SDET
9 1 (0.044%) SNOMED CT
System Software
1 60 (2.62%) HDFS
2 53 (2.31%) VMware Infrastructure
3 46 (2.01%) Docker
4 38 (1.66%) Active Directory
5 35 (1.53%) Virtual Machines
6 31 (1.35%) VirtualBox
7 27 (1.18%) Hyper-V
8 18 (0.78%) Apache Flume
9 12 (0.52%) XenApp
10 5 (0.22%) GPFS
10 5 (0.22%) vCloud
11 3 (0.13%) Firmware
12 2 (0.087%) Apache ZooKeeper
12 2 (0.087%) KVM
12 2 (0.087%) Microsoft App-V
12 2 (0.087%) NFS
12 2 (0.087%) Samba
12 2 (0.087%) Xen
13 1 (0.044%) Virtual Servers
Systems Management
1 51 (2.22%) Puppet
2 35 (1.53%) Ansible
3 27 (1.18%) Opscode Chef
4 22 (0.96%) Hadoop YARN
5 19 (0.83%) Nagios
6 17 (0.74%) SCOM
7 15 (0.65%) Failover Clustering
8 12 (0.52%) DatAdvantage
8 12 (0.52%) Microsoft Clustering
9 6 (0.26%) Oozie
9 6 (0.26%) Tivoli
10 5 (0.22%) HAProxy
10 5 (0.22%) Packer
10 5 (0.22%) Tivoli Storage Manager
11 4 (0.17%) HP Quality Center
11 4 (0.17%) SCCM
12 3 (0.13%) HP Fortify
12 3 (0.13%) McAfee ePO
12 3 (0.13%) Salt
13 2 (0.087%) logstash
Vendors
1 330 (14.39%) Tableau
2 292 (12.73%) Oracle
3 224 (9.77%) Microsoft
4 138 (6.02%) SAP
5 115 (5.02%) Cloudera
6 112 (4.88%) IBM
7 90 (3.92%) Informatica
8 86 (3.75%) Google
9 79 (3.45%) Hortonworks
10 74 (3.23%) Cognos
11 67 (2.92%) Teradata
12 66 (2.88%) VMware
13 52 (2.27%) MicroStrategy
14 51 (2.22%) Ab Initio
15 44 (1.92%) HP
16 43 (1.88%) Adobe
16 43 (1.88%) Salesforce.com
17 42 (1.83%) Netezza
18 38 (1.66%) MuleSoft
19 34 (1.48%) TIBCO
London
Xcede
Posted: 11 hours ago
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 6 hours ago
London
Oliver Bernard
Salary: £60000 - £70000 per annum + bonus & benefits
Posted: 12 hours ago
Derbyshire
HAYS INFORMATION TECHNOLOGY
Salary: £55000.00 - £56000.00 per annum
Posted: 8 hours ago
Reading, Berkshire
PRUDENTIAL
Posted: 8 hours ago
London
Lawrence Harvey Enterprise
Salary: £80000 - £100000 per annum + bonus + extensive corp bens
Posted: 9 hours ago
London
onezeero.
Salary: £73000 - £80000 per annum + Bonus & Bens
Posted: 8 hours ago
Manchester, Lancashire
Mortimer Spinks
Posted: Yesterday
Southampton, Hampshire
Big Wednesday Digital Ltd
Salary: £35000 - £65000 per annum + Negotiable
Posted: Yesterday
West Yorkshire
Fruition IT Resources Limited
Salary: £50000 - £60000 per annum + Extensive Benefits Package
Posted: Yesterday
Wembley, Middlesex
Austin Fraser
Salary: £50000 - £55000 per annum
Posted: 5 hours ago
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: Yesterday
Central London / West End
First Point
Salary: £30000.00 - £50000.00 per annum
Posted: 4 hours ago
Reading, Berkshire
EXCELerate
Salary: £85,000 per annum 25% Bonus - Dental, life insurance, Car Allowance
Posted: Yesterday
Leeds, West Yorkshire
Harvey Nash plc
Salary: £35000 - £40000 per annum + Bonus, Flexible Benefits
Posted: Yesterday
Birmingham, West Midlands (County)
Stratospherec
Salary: From £25,000 to £40,000 per annum plus good benefits
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £90000 - £100000 per annum + £6,200 car allowance +package
Posted: 2 days ago
Cambridgeshire
Montash
Salary: £60000 per annum + Flexible Benefits
Posted: 2 days ago
London
Verticality Ltd
Salary: £70000 - £80000 per annum, Benefits Benefits Package
Posted: Yesterday
London
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: 2 days ago
South East London
Harris Global
Salary: From £50,000 to £60,000 per annum Benefits + Bonus
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £40,000 - £55,000 + Competitive package
Posted: 2 days ago
South West London
Understanding Recruitment
Salary: £35000 - £45000 per annum + Benefits
Posted: 3 days ago
West London
Pioneer Search
Salary: £45000 - £55000 per annum
Posted: 2 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: Yesterday
Gloucester, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £35000 - £45000 per annum + Pension, Healthcare
Posted: 2 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: Yesterday
Surrey
Harvey Nash plc
Salary: £35000 - £40000 per annum + Bonus, Flexible Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Vantage Recruitment Solutions Ltd
Salary: Up to £55,000 per annum
Posted: 2 days ago