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

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Analytics
Rank 248 364 453
Rank change year-on-year
+116 +89
Permanent jobs citing Data Analytics 1201 863 669
As % of all permanent IT jobs located in England 1.31% 0.83% 0.60%
As % of the Processes & Methodologies category 1.49% 0.96% 0.70%
Number of salaries quoted 1051 647 532
Median salary £60,000 £55,000 £55,000
Median salary % change year-on-year
+9.09% -
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £90,000 £95,000 £87,500
UK excluding London median salary £54,000 £45,000 £43,000
% change year-on-year
+20.00% +4.65%
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
80713 89877 95112
As % of all permanent IT jobs located in England 87.94% 86.72% 85.54%
Number of salaries quoted 68367 74330 77714
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 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 29 June 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 29 June 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 +23 746 £60,000 +4.34% 71
South East +160 160 £55,000 +11.11% 22
South West +81 86 £52,500 +20.00% 6
East of England +54 57 £60,000 +50.00% 4
North West +59 43 £42,500 -10.52% 12
Yorkshire +59 42 £47,500 +18.75% 6
East Midlands +19 28 £65,000 +36.84%
West Midlands -15 24 £52,500 +54.41% 3
North East - 11 £63,308 - 2
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 29 June 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 2276 (100.00%) Analytics
2 905 (39.76%) Big Data
3 896 (39.37%) SQL
4 684 (30.05%) Business Intelligence
5 650 (28.56%) Finance
6 575 (25.26%) Hadoop
7 573 (25.18%) Analytical Skills
8 512 (22.50%) Degree
9 508 (22.32%) Python
10 480 (21.09%) Agile Software Development
11 475 (20.87%) Java
12 397 (17.44%) Visualisation
13 363 (15.95%) SAS
14 352 (15.47%) Big Data Analytics
15 338 (14.85%) SQL Server
16 336 (14.76%) Tableau
17 315 (13.84%) Machine Learning
18 307 (13.49%) Data Analysis
19 303 (13.31%) Data Warehouse
20 300 (13.18%) ETL
21 299 (13.14%) Oracle
21 299 (13.14%) R
22 292 (12.83%) Computer Science
23 287 (12.61%) Marketing
24 275 (12.08%) NoSQL
25 266 (11.69%) Data Visualisation
26 239 (10.50%) Microsoft
27 229 (10.06%) Data Management
28 228 (10.02%) Mathematics
29 227 (9.97%) 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
1 363 (15.95%) SAS
2 208 (9.14%) Apache Spark
3 103 (4.53%) Apache Pig
4 38 (1.67%) Elasticsearch
5 35 (1.54%) Apache
6 34 (1.49%) SharePoint
7 18 (0.79%) CMS
8 16 (0.70%) Tomcat
9 13 (0.57%) IIS
9 13 (0.57%) MS Exchange
10 12 (0.53%) Apache Solr
11 11 (0.48%) Skype for Business
11 11 (0.48%) WordPress
12 10 (0.44%) GlassFish
13 8 (0.35%) Mule
13 8 (0.35%) WebLogic
14 5 (0.22%) Documentum
14 5 (0.22%) Drupal
14 5 (0.22%) Exchange Server 2010
14 5 (0.22%) Exchange Server 2013
Applications
1 176 (7.73%) MS Excel
2 148 (6.50%) SPSS
3 38 (1.67%) MS Office
4 30 (1.32%) MS PowerPoint
5 25 (1.10%) MS Visio
6 8 (0.35%) MS Project
6 8 (0.35%) Spreadsheet
7 6 (0.26%) GNU Octave
8 3 (0.13%) Photoshop
9 2 (0.088%) OmniGraffle
10 1 (0.044%) EViews
10 1 (0.044%) InVision
10 1 (0.044%) Mathcad
10 1 (0.044%) Stata
Business Applications
1 28 (1.23%) SAP Oil and Gas
2 15 (0.66%) Dynamics CRM
3 12 (0.53%) Adobe Campaign
4 11 (0.48%) WebTrends
5 6 (0.26%) Unica
6 5 (0.22%) Cognos Business Intelligence
6 5 (0.22%) Dynamics AX
6 5 (0.22%) FastStats
7 3 (0.13%) Dynamics NAV
7 3 (0.13%) Eloqua
7 3 (0.13%) SAP Business One
8 2 (0.088%) Oracle FAH
8 2 (0.088%) Oracle Financials
8 2 (0.088%) SAP Bank Analyzer
9 1 (0.044%) Maximo
9 1 (0.044%) SAP HR
9 1 (0.044%) SAP InfiniteInsight
Cloud Services
1 195 (8.57%) Amazon AWS
2 97 (4.26%) Microsoft Azure
3 64 (2.81%) SaaS
4 53 (2.33%) Amazon EC2
5 48 (2.11%) Google Analytics
6 36 (1.58%) Amazon S3
7 27 (1.19%) Cloud Computing
8 26 (1.14%) Amazon EMR
9 25 (1.10%) GitHub
10 19 (0.83%) Google Cloud Platform
11 15 (0.66%) Adobe Analytics
12 14 (0.62%) Office 365
13 9 (0.40%) AWS OpsWorks
13 9 (0.40%) Force.com
14 8 (0.35%) Amazon Kinesis
15 5 (0.22%) AdWords
15 5 (0.22%) AWS CloudFormation
15 5 (0.22%) Heroku
15 5 (0.22%) PaaS
15 5 (0.22%) SmartFocus
Communications & Networking
1 95 (4.17%) Internet
2 46 (2.02%) Firewall
3 30 (1.32%) HTTP
4 21 (0.92%) VPN
5 19 (0.83%) DNS
6 15 (0.66%) TCP/IP
7 13 (0.57%) SMS
8 12 (0.53%) DHCP
8 12 (0.53%) NetScaler
9 9 (0.40%) FTP
9 9 (0.40%) Intrusion Detection
10 8 (0.35%) ATM
10 8 (0.35%) LAN
10 8 (0.35%) SAN
10 8 (0.35%) WebEx
11 7 (0.31%) WAN
12 6 (0.26%) NAS
12 6 (0.26%) Network Security
13 5 (0.22%) Ethernet
13 5 (0.22%) SSL
Database & Business Intelligence
1 905 (39.76%) Big Data
2 575 (25.26%) Hadoop
3 338 (14.85%) SQL Server
4 303 (13.31%) Data Warehouse
5 275 (12.08%) NoSQL
6 208 (9.14%) MongoDB
7 204 (8.96%) QlikView
8 189 (8.30%) Data Mining
9 185 (8.13%) Apache Hive
10 177 (7.78%) SQL Server Integration Services
11 145 (6.37%) SQL Server Reporting Services
12 138 (6.06%) BusinessObjects
13 102 (4.48%) Apache Cassandra
14 100 (4.39%) Relational Database
15 84 (3.69%) MySQL
16 77 (3.38%) Spotfire
17 76 (3.34%) Impala
18 75 (3.30%) PostgreSQL
19 69 (3.03%) Power BI
20 65 (2.86%) Neo4j
Development Applications
1 97 (4.26%) Git (software)
2 67 (2.94%) Jenkins
3 44 (1.93%) Vagrant
4 35 (1.54%) Talend Open Studio
5 31 (1.36%) JIRA
6 29 (1.27%) Visual Studio
7 24 (1.05%) Yeoman
8 21 (0.92%) NUnit
9 18 (0.79%) TeamCity
10 16 (0.70%) Team Foundation Server
11 13 (0.57%) SQL Server Management Studio (SSMS)
12 11 (0.48%) Jasmine
13 10 (0.44%) Hudson
13 10 (0.44%) Selenium
14 9 (0.40%) Grunt
14 9 (0.40%) JUnit
15 5 (0.22%) Microsoft Blend
15 5 (0.22%) Subversion
15 5 (0.22%) Toad
16 4 (0.18%) ERwin
General
1 650 (28.56%) Finance
2 287 (12.61%) Marketing
3 207 (9.09%) Retail
4 168 (7.38%) Banking
5 137 (6.02%) Telecoms
6 111 (4.88%) Manufacturing
7 97 (4.26%) Advertising
8 56 (2.46%) Games
9 36 (1.58%) Electronics
10 34 (1.49%) Front Office
10 34 (1.49%) Legal
11 32 (1.41%) Investment Banking
12 30 (1.32%) Back Office
12 30 (1.32%) Law
13 26 (1.14%) Financial Institution
14 25 (1.10%) Publishing
15 19 (0.83%) Pharmaceutical
16 14 (0.62%) Automotive
17 13 (0.57%) General Ledger
18 8 (0.35%) French Language
Job Titles
1 426 (18.72%) Analyst
2 418 (18.37%) Developer
3 255 (11.20%) Consultant
4 247 (10.85%) Architect
5 197 (8.66%) Data Analyst
6 193 (8.48%) Data Scientist
7 170 (7.47%) Data Architect
8 135 (5.93%) Data Consultant
9 119 (5.23%) Data Manager
10 108 (4.75%) Analytics Manager
11 107 (4.70%) Analytics Consultant
12 100 (4.39%) Java Developer
13 94 (4.13%) Data Analytics Manager
14 84 (3.69%) Data Analytics Consultant
15 83 (3.65%) SQL Analyst
16 80 (3.51%) Senior Manager
17 76 (3.34%) Solutions Architect
18 64 (2.81%) Big Data Developer
19 63 (2.77%) Project Manager
20 62 (2.72%) Big Data Architect
Libraries, Frameworks & Software Standards
1 172 (7.56%) .NET
2 151 (6.63%) HTML
3 117 (5.14%) XML
4 116 (5.10%) AngularJS
5 112 (4.92%) CSS
6 109 (4.79%) Web Services
7 84 (3.69%) HTML5
8 76 (3.34%) D3.js
9 75 (3.30%) Natural Language Processing
10 74 (3.25%) Node.js
11 68 (2.99%) jQuery
12 61 (2.68%) JSON
13 43 (1.89%) RESTful
13 43 (1.89%) Twitter Bootstrap
14 40 (1.76%) ASP.NET
15 39 (1.71%) J2EE
16 36 (1.58%) REST
17 35 (1.54%) Kafka
17 35 (1.54%) Spring
18 34 (1.49%) Middleware
Miscellaneous
1 573 (25.18%) Analytical Skills
2 397 (17.44%) Visualisation
3 292 (12.83%) Computer Science
4 228 (10.02%) Mathematics
5 188 (8.26%) Statistics
6 170 (7.47%) Management Information System
7 129 (5.67%) Algorithms
8 67 (2.94%) Social Media
8 67 (2.94%) User Experience
9 66 (2.90%) Physics
10 61 (2.68%) Data Integration
11 47 (2.07%) Mobile App
12 45 (1.98%) Data Structures
13 42 (1.85%) Fintech
14 40 (1.76%) FMCG
15 35 (1.54%) Cyberthreat
15 35 (1.54%) Security Operations Centre
16 31 (1.36%) Enterprise Software
17 28 (1.23%) Artificial Intelligence
18 26 (1.14%) Data Centre
Operating Systems
1 181 (7.95%) Linux
2 118 (5.18%) Unix
3 103 (4.53%) Windows
4 55 (2.42%) Android
5 49 (2.15%) Apple iOS
6 37 (1.63%) Windows Server
7 19 (0.83%) Windows Server 2008
8 17 (0.75%) Mac OS X
9 16 (0.70%) Ubuntu
10 13 (0.57%) CentOS
10 13 (0.57%) Windows Server 2003
11 12 (0.53%) Red Hat Enterprise Linux
12 6 (0.26%) Solaris
12 6 (0.26%) Windows Server 2012
13 4 (0.18%) AIX
13 4 (0.18%) HPUX
13 4 (0.18%) Windows 10
13 4 (0.18%) Windows 7
13 4 (0.18%) Windows Mobile
14 3 (0.13%) Windows 8
Processes & Methodologies
1 2276 (100.00%) Analytics
2 684 (30.05%) Business Intelligence
3 480 (21.09%) Agile Software Development
4 352 (15.47%) Big Data Analytics
5 315 (13.84%) Machine Learning
6 307 (13.49%) Data Analysis
7 300 (13.18%) ETL
8 266 (11.69%) Data Visualisation
9 229 (10.06%) Data Management
10 227 (9.97%) Data Modelling
11 224 (9.84%) Project Management
12 200 (8.79%) Stakeholder Management
13 164 (7.21%) Open Source
14 163 (7.16%) Software Engineering
15 146 (6.41%) Data Architecture
16 144 (6.33%) Mentoring
17 138 (6.06%) Business Development
18 126 (5.54%) CRM
19 123 (5.40%) Migration
20 119 (5.23%) Cybersecurity
Programming Languages
1 896 (39.37%) SQL
2 508 (22.32%) Python
3 475 (20.87%) Java
4 299 (13.14%) R
5 221 (9.71%) JavaScript
6 194 (8.52%) C#
7 185 (8.13%) C++
8 137 (6.02%) Scala
9 109 (4.79%) T-SQL
10 106 (4.66%) VBA
11 85 (3.73%) C
12 81 (3.56%) Perl
13 79 (3.47%) MATLAB
14 49 (2.15%) Bash Shell
15 47 (2.07%) Ruby
16 42 (1.85%) PowerShell
17 39 (1.71%) Clojure
17 39 (1.71%) VB.NET
18 34 (1.49%) PHP
19 25 (1.10%) PL/SQL
Qualifications
1 512 (22.50%) Degree
2 160 (7.03%) PhD
3 139 (6.11%) Security Cleared
4 73 (3.21%) SC Cleared
5 51 (2.24%) DV Cleared
6 37 (1.63%) CISSP
7 23 (1.01%) CISA
8 21 (0.92%) CISM
9 19 (0.83%) Cisco Certification
9 19 (0.83%) PMI Certification
10 16 (0.70%) (ISC)2 CCSP
10 16 (0.70%) CCSP
10 16 (0.70%) SANS
11 15 (0.66%) CRISC
12 13 (0.57%) Microsoft Certification
12 13 (0.57%) PMP
13 11 (0.48%) PRINCE2 Certification
14 10 (0.44%) CITP
14 10 (0.44%) MBA
15 7 (0.31%) ACCA
Quality Assurance & Compliance
1 133 (5.84%) Data Quality
2 50 (2.20%) QA
3 20 (0.88%) SLA
4 10 (0.44%) COBIT
5 8 (0.35%) CRD IV
5 8 (0.35%) EMIR
5 8 (0.35%) MiFID
6 6 (0.26%) Solvency II
7 4 (0.18%) IAS 39
8 2 (0.088%) COREP
8 2 (0.088%) FATCA
8 2 (0.088%) FINREP
9 1 (0.044%) HIPAA
9 1 (0.044%) ISAE 3402
9 1 (0.044%) PCI DSS
9 1 (0.044%) SEPA
System Software
1 72 (3.16%) HDFS
2 47 (2.07%) VMware Infrastructure
3 36 (1.58%) Active Directory
3 36 (1.58%) Docker
4 33 (1.45%) Virtual Machines
5 30 (1.32%) VirtualBox
6 23 (1.01%) Hyper-V
7 21 (0.92%) Apache Flume
8 11 (0.48%) XenApp
9 7 (0.31%) GPFS
9 7 (0.31%) vCloud
10 2 (0.088%) Apache ZooKeeper
10 2 (0.088%) KVM
10 2 (0.088%) Microsoft App-V
10 2 (0.088%) NFS
10 2 (0.088%) Samba
10 2 (0.088%) vSphere
10 2 (0.088%) Xen
Systems Management
1 43 (1.89%) Puppet
2 25 (1.10%) Ansible
3 21 (0.92%) Opscode Chef
4 20 (0.88%) Hadoop YARN
5 16 (0.70%) Nagios
5 16 (0.70%) SCOM
6 14 (0.62%) Failover Clustering
7 11 (0.48%) DatAdvantage
7 11 (0.48%) Microsoft Clustering
8 8 (0.35%) Tivoli
9 7 (0.31%) Oozie
9 7 (0.31%) Tivoli Storage Manager
10 6 (0.26%) Packer
11 5 (0.22%) HAProxy
12 3 (0.13%) HP Fortify
12 3 (0.13%) McAfee ePO
12 3 (0.13%) SCCM
13 2 (0.088%) Backup Exec
13 2 (0.088%) EnCase
13 2 (0.088%) logstash
Vendors
1 336 (14.76%) Tableau
2 299 (13.14%) Oracle
3 239 (10.50%) Microsoft
4 134 (5.89%) SAP
5 128 (5.62%) Cloudera
6 108 (4.75%) IBM
7 91 (4.00%) Google
8 89 (3.91%) Informatica
9 80 (3.51%) Teradata
10 79 (3.47%) Hortonworks
11 75 (3.30%) Cognos
12 58 (2.55%) VMware
13 56 (2.46%) MicroStrategy
14 55 (2.42%) Ab Initio
15 52 (2.28%) Netezza
16 47 (2.07%) Adobe
16 47 (2.07%) HP
17 36 (1.58%) Salesforce.com
18 35 (1.54%) Talend
18 35 (1.54%) TIBCO
London
Parallel Consulting
Salary: £60000 - £90000 per annum + package
Posted: 3 hours ago
London
Lorien Resourcing
Salary: £30000 - £37000 per annum + Bonus + Benefits
Posted: 2 hours ago
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 1 hour ago
London
set2recruit
Salary: Up to £70,000 per annum
Posted: 4 hours ago
London
BAE Systems Applied Intelligence Ltd
Posted: 3 hours ago
Reading, Berkshire
EXCELerate
Salary: £70,000 per annum 20% Bonus, Car, Healthcare, Benefits
Posted: Yesterday
Southampton, Hampshire
Pro-Quest Resourcing Ltd
Salary: £30000 - £50000 Per Annum + excellent benefits package
Posted: 1 hour ago
Birmingham, West Midlands (County)
PwC
Salary: Competitive + Benefits
Posted: 23 hours ago
Reading, Berkshire
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: Yesterday
London
First Point
Salary: £50000.00 - £70000.00 per annum + benefits
Posted: 21 hours ago
Liverpool, Merseyside
Search Consultancy
Salary: Benefits
Posted: Yesterday
London
Talent Analytix
Salary: From £60,000 to £85,000 per annum plus benefits
Posted: Yesterday
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: 2 days ago
London
TEKsystems
Salary: £70000 - £90000 per annum + brilliant bonuses and benefits
Posted: 20 hours ago
Altrincham, Cheshire
Harvey Nash plc
Salary: £45000 - £50000 per annum + Attractive Bonus and Benefits Package
Posted: Yesterday
City, London
Codex
Salary: From £60,000 to £85,000 per annum
Posted: 2 days ago
West London
Pioneer Search
Salary: £50000 - £65000 per annum
Posted: 21 hours ago
Reading, Berkshire
Oliver James Associates
Salary: £75000 - £90000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 19 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000 and strong package
Posted: Yesterday
London
Codex
Salary: From £25,000 to £35,000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: 19 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
London
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: Yesterday
Bristol, Avon
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: 2 days ago
London
Codex
Salary: From £40,000 to £65,000 per annum DOE
Posted: 2 days ago
London
Verticality Ltd
Salary: £70000 - £80000 per annum, Benefits Benefits Package
Posted: 23 hours ago
Salford, Lancashire
Raytheon
Posted: Yesterday
Salford, Lancashire
Raytheon
Posted: Yesterday
Central London / West End
ISL
Salary: £55000.00 - £75000.00 per annum + Benefits
Posted: Yesterday
London
onezeero.
Salary: £53000 - £57000 per annum + 20% bonus + other benefits
Posted: 2 days ago