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 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Data Analytics
Rank 287 446 543
Rank change year-on-year
+159 +97
Permanent jobs citing Data Analytics 1044 583 390
As % of all permanent IT jobs located in England 1.10% 0.60% 0.41%
As % of the Processes & Methodologies category 1.27% 0.70% 0.48%
Number of salaries quoted 828 445 322
Average salary £58,935 £55,000 £55,000
Average salary % change year-on-year
+7.15% -
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £100,000 £80,000 £90,000
UK excluding London average salary £51,459 £47,500 £47,500
% change year-on-year
+8.33% -
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
82255 83057 81542
As % of all permanent IT jobs located in England 86.87% 85.16% 84.96%
Number of salaries quoted 69160 68835 65687
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 £31,500 £31,000
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 5 February 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 average salaries quoted in IT jobs citing Data Analytics within the England region over the 3 months to 5 February 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
(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 +97 652 £64,000 +16.36% 107
South East +72 136 £47,903 -10.87% 15
North West +43 60 £47,903 -0.71% 10
South West +33 54 £40,250 -15.26% 8
East of England +19 50 £54,901 +12.15% 6
Yorkshire +30 42 £32,500 -21.21% 3
West Midlands -2 35 £50,730 +1.45% 2
East Midlands 0 6 £51,250 +25.76% 1
North East +1 1 £51,459 -
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 5 February 2016, 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 1979 (100.00%) Analytics
2 748 (37.80%) Big Data
3 706 (35.67%) SQL
4 616 (31.13%) Business Intelligence
5 574 (29.00%) Finance
6 523 (26.43%) Agile Software Development
7 447 (22.59%) Analytical Skills
8 446 (22.54%) Hadoop
9 440 (22.23%) Degree
10 358 (18.09%) Java
10 358 (18.09%) Python
11 338 (17.08%) ETL
12 318 (16.07%) Data Warehouse
13 303 (15.31%) Visualisation
14 297 (15.01%) Oracle
15 280 (14.15%) SQL Server
16 259 (13.09%) Computer Science
17 253 (12.78%) Tableau
18 250 (12.63%) Big Data Analytics
19 242 (12.23%) Data Modelling
20 237 (11.98%) Data Analysis
21 236 (11.93%) R
22 232 (11.72%) NoSQL
23 227 (11.47%) Retail
23 227 (11.47%) SAS
24 226 (11.42%) Marketing
25 224 (11.32%) Data Management
26 223 (11.27%) JavaScript
27 221 (11.17%) Stakeholder Management
28 206 (10.41%) Microsoft

Data Analytics
Top Related IT Skills in England by Category

For the 6 months to 5 February 2016, 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
1 227 (11.47%) SAS
2 113 (5.71%) Apache Spark
3 80 (4.04%) Node.js
4 68 (3.44%) Apache Pig
5 64 (3.23%) Elasticsearch
6 27 (1.36%) SharePoint
7 25 (1.26%) Apache
8 24 (1.21%) CMS
9 21 (1.06%) IIS
10 13 (0.66%) Mule
11 12 (0.61%) Apache Solr
12 10 (0.51%) Tomcat
13 9 (0.45%) WebLogic
14 8 (0.40%) Documentum
14 8 (0.40%) MQSeries
15 6 (0.30%) nginx
16 3 (0.15%) WebSphere
16 3 (0.15%) WordPress
17 2 (0.10%) Drupal
17 2 (0.10%) SharePoint Server
Applications
1 163 (8.24%) MS Excel
2 115 (5.81%) SPSS
3 31 (1.57%) MS Office
4 23 (1.16%) MS PowerPoint
5 21 (1.06%) MS Visio
5 21 (1.06%) PowerPivot
6 9 (0.45%) OmniGraffle
7 6 (0.30%) Adobe Illustrator
7 6 (0.30%) GNU Octave
8 4 (0.20%) Photoshop
9 3 (0.15%) Spreadsheet
10 2 (0.10%) CPLEX
10 2 (0.10%) Weka
11 1 (0.051%) Adobe Creative Suite
11 1 (0.051%) EViews
11 1 (0.051%) MS Project
Business Applications
1 14 (0.71%) SAP Oil and Gas
2 12 (0.61%) WebTrends
3 11 (0.56%) Oracle General Ledger
4 8 (0.40%) Dynamics AX
4 8 (0.40%) Oracle FAH
4 8 (0.40%) Oracle Procure-to-Pay
4 8 (0.40%) SAP Bank Analyzer
5 6 (0.30%) Dynamics CRM
6 3 (0.15%) Cognos Business Intelligence
7 2 (0.10%) FastStats
7 2 (0.10%) GoldMine
7 2 (0.10%) SAP BPC
7 2 (0.10%) Tridion
8 1 (0.051%) Dynamics NAV
8 1 (0.051%) SAP Business One
8 1 (0.051%) SAP CRM
8 1 (0.051%) SAP GRC
8 1 (0.051%) SAP InfiniteInsight
8 1 (0.051%) Unica
Cloud Services
1 114 (5.76%) Amazon AWS
2 61 (3.08%) SaaS
3 53 (2.68%) Google Analytics
4 42 (2.12%) Amazon EC2
4 42 (2.12%) Microsoft Azure
5 31 (1.57%) Amazon S3
5 31 (1.57%) Cloud Computing
6 24 (1.21%) Amazon EMR
7 15 (0.76%) Adobe Analytics
7 15 (0.76%) Amazon Kinesis
8 12 (0.61%) GitHub
8 12 (0.61%) Google Cloud Platform
9 10 (0.51%) IaaS
10 8 (0.40%) PaaS
11 5 (0.25%) SmartFocus
12 3 (0.15%) Office 365
13 2 (0.10%) Amazon SQS
14 1 (0.051%) Azure Machine Learning
14 1 (0.051%) Datadog
14 1 (0.051%) Sumo Logic
Communications & Networking
1 45 (2.27%) Internet
2 27 (1.36%) HTTP
3 22 (1.11%) TCP/IP
4 16 (0.81%) Firewall
5 15 (0.76%) WebEx
6 14 (0.71%) Wireless
7 8 (0.40%) AMQP
7 8 (0.40%) Bluetooth
7 8 (0.40%) VoIP
7 8 (0.40%) VPN
7 8 (0.40%) Wi-Fi
8 7 (0.35%) FTP
9 6 (0.30%) DNS
9 6 (0.30%) LAN
9 6 (0.30%) Network Security
9 6 (0.30%) SAN
9 6 (0.30%) Unified Communications
9 6 (0.30%) WAN
10 5 (0.25%) Broadband
10 5 (0.25%) IP Telephony
Database & Business Intelligence
1 748 (37.80%) Big Data
2 446 (22.54%) Hadoop
3 318 (16.07%) Data Warehouse
4 280 (14.15%) SQL Server
5 232 (11.72%) NoSQL
6 180 (9.10%) Data Mining
7 172 (8.69%) MongoDB
8 163 (8.24%) QlikView
9 156 (7.88%) SQL Server Integration Services
10 126 (6.37%) BusinessObjects
11 117 (5.91%) Apache Hive
12 113 (5.71%) SQL Server Reporting Services
13 91 (4.60%) MySQL
14 80 (4.04%) Spotfire
15 73 (3.69%) PostgreSQL
16 72 (3.64%) Relational Database
17 65 (3.28%) Apache Cassandra
18 62 (3.13%) SQL Server Analysis Services
19 50 (2.53%) Impala
20 47 (2.37%) Neo4j
Development Applications
1 86 (4.35%) Git (software)
2 60 (3.03%) Jenkins
3 44 (2.22%) Talend Open Studio
4 42 (2.12%) JIRA
5 32 (1.62%) Team Foundation Server
6 31 (1.57%) JUnit
7 28 (1.41%) Visual Studio
8 25 (1.26%) Grunt
9 24 (1.21%) Vagrant
10 20 (1.01%) Toad
10 20 (1.01%) Yeoman
11 19 (0.96%) gulp
12 18 (0.91%) Subversion
13 16 (0.81%) Hudson
13 16 (0.81%) Selenium
14 14 (0.71%) Jasmine
15 13 (0.66%) Checkstyle
15 13 (0.66%) FindBugs
15 13 (0.66%) JIRA Agile
15 13 (0.66%) Oracle APEX
General
1 574 (29.00%) Finance
2 227 (11.47%) Retail
3 226 (11.42%) Marketing
4 168 (8.49%) Banking
5 100 (5.05%) Telecoms
6 88 (4.45%) Manufacturing
7 65 (3.28%) Games
8 54 (2.73%) Pharmaceutical
9 39 (1.97%) Legal
10 38 (1.92%) Advertising
11 37 (1.87%) Law
12 32 (1.62%) Investment Banking
13 28 (1.41%) Automotive
14 24 (1.21%) Retail Banking
15 20 (1.01%) Electronics
15 20 (1.01%) Publishing
16 16 (0.81%) General Ledger
17 14 (0.71%) Financial Institution
17 14 (0.71%) Front Office
18 9 (0.45%) Multimedia
Job Titles
1 373 (18.85%) Developer
2 330 (16.68%) Analyst
3 303 (15.31%) Architect
4 206 (10.41%) Consultant
5 171 (8.64%) Data Analyst
6 168 (8.49%) Data Architect
7 152 (7.68%) Data Scientist
8 136 (6.87%) Data Consultant
9 116 (5.86%) Data Manager
10 107 (5.41%) Solutions Architect
11 98 (4.95%) Data Analytics Manager
12 80 (4.04%) Data Analytics Consultant
13 75 (3.79%) Senior Manager
14 70 (3.54%) Big Data Architect
14 70 (3.54%) SQL Analyst
15 66 (3.34%) Business Analyst
16 64 (3.23%) Business Intelligence Manager
17 61 (3.08%) SQL Developer
18 58 (2.93%) Insight Analyst
18 58 (2.93%) Java Developer
Libraries, Frameworks & Software Standards
1 190 (9.60%) HTML
2 149 (7.53%) CSS
3 133 (6.72%) HTML5
4 122 (6.16%) .NET
5 111 (5.61%) AngularJS
6 92 (4.65%) Web Services
7 88 (4.45%) XML
8 70 (3.54%) D3.js
9 63 (3.18%) CSS3
10 59 (2.98%) jQuery
10 59 (2.98%) Natural Language Processing
11 49 (2.48%) RESTful
12 45 (2.27%) Twitter Bootstrap
13 43 (2.17%) Spring
14 36 (1.82%) Middleware
15 33 (1.67%) REST
16 32 (1.62%) Ajax
17 30 (1.52%) J2EE
17 30 (1.52%) JSON
18 29 (1.47%) WCF
Miscellaneous
1 447 (22.59%) Analytical Skills
2 303 (15.31%) Visualisation
3 259 (13.09%) Computer Science
4 187 (9.45%) Mathematics
5 170 (8.59%) Statistics
6 142 (7.18%) Algorithms
7 94 (4.75%) Management Information System
8 90 (4.55%) Data Integration
9 78 (3.94%) User Experience
10 66 (3.34%) Physics
11 63 (3.18%) Social Media
12 47 (2.37%) Mobile App
13 39 (1.97%) Data Structures
14 30 (1.52%) Fintech
15 24 (1.21%) FMCG
16 23 (1.16%) Internet of Things
17 19 (0.96%) Data Centre
18 18 (0.91%) Telematics
19 16 (0.81%) Economics
19 16 (0.81%) Public Cloud
Operating Systems
1 171 (8.64%) Linux
2 81 (4.09%) Unix
3 51 (2.58%) Windows
4 44 (2.22%) Android
4 44 (2.22%) Apple iOS
5 14 (0.71%) Oracle Linux
6 13 (0.66%) Windows Server
7 3 (0.15%) Windows 7
7 3 (0.15%) Windows Server 2012
8 2 (0.10%) Mac OS X
8 2 (0.10%) Red Hat Enterprise Linux
8 2 (0.10%) Ubuntu
8 2 (0.10%) Windows 8
9 1 (0.051%) AIX
9 1 (0.051%) CentOS
9 1 (0.051%) Debian
9 1 (0.051%) Windows 10
9 1 (0.051%) Windows Server 2003
9 1 (0.051%) Windows Server 2008
Processes & Methodologies
1 1979 (100.00%) Analytics
2 616 (31.13%) Business Intelligence
3 523 (26.43%) Agile Software Development
4 338 (17.08%) ETL
5 250 (12.63%) Big Data Analytics
6 242 (12.23%) Data Modelling
7 237 (11.98%) Data Analysis
8 224 (11.32%) Data Management
9 221 (11.17%) Stakeholder Management
10 198 (10.01%) Machine Learning
11 187 (9.45%) Project Management
12 182 (9.20%) Data Visualisation
13 163 (8.24%) Data Architecture
14 162 (8.19%) TDD
15 147 (7.43%) Business Development
15 147 (7.43%) Data Governance
16 145 (7.33%) Software Engineering
17 142 (7.18%) Scrum
18 140 (7.07%) Open Source
19 118 (5.96%) Mentoring
Programming Languages
1 706 (35.67%) SQL
2 358 (18.09%) Java
2 358 (18.09%) Python
3 236 (11.93%) R
4 223 (11.27%) JavaScript
5 176 (8.89%) C#
6 110 (5.56%) C++
7 87 (4.40%) VBA
8 83 (4.19%) T-SQL
9 68 (3.44%) C
10 63 (3.18%) Perl
11 62 (3.13%) Scala
12 56 (2.83%) PHP
13 49 (2.48%) Bash Shell
14 42 (2.12%) Ruby
15 41 (2.07%) Clojure
15 41 (2.07%) PL/SQL
16 40 (2.02%) MATLAB
17 26 (1.31%) VB.NET
18 25 (1.26%) Shell Script
Qualifications
1 440 (22.23%) Degree
2 106 (5.36%) Security Cleared
3 95 (4.80%) PhD
4 68 (3.44%) SC Cleared
5 51 (2.58%) CITP
6 34 (1.72%) DV Cleared
7 21 (1.06%) ISTQB
8 20 (1.01%) ISEB
8 20 (1.01%) ISTQB Foundation Certification
9 18 (0.91%) MBA
10 16 (0.81%) CISA
10 16 (0.81%) CISSP
11 14 (0.71%) PMI Certification
11 14 (0.71%) PMP
12 11 (0.56%) CISM
12 11 (0.56%) Oracle Certification
13 10 (0.51%) ACCA
14 8 (0.40%) CIMA
14 8 (0.40%) Microsoft Certification
15 7 (0.35%) Cisco Certification
Quality Assurance & Compliance
1 151 (7.63%) Data Quality
2 45 (2.27%) QA
3 20 (1.01%) CRD IV
4 17 (0.86%) EMIR
4 17 (0.86%) MiFID
5 13 (0.66%) Solvency II
6 6 (0.30%) Basel III
7 4 (0.20%) ISO/IEC 27001
7 4 (0.20%) Sarbanes-Oxley
7 4 (0.20%) SLA
8 3 (0.15%) COBIT
8 3 (0.15%) SSAE 16
9 1 (0.051%) COSO
9 1 (0.051%) FATCA
9 1 (0.051%) GAAP
9 1 (0.051%) HIPAA
9 1 (0.051%) PCI DSS
System Software
1 59 (2.98%) HDFS
2 30 (1.52%) VMware Infrastructure
3 20 (1.01%) Docker
3 20 (1.01%) VirtualBox
4 12 (0.61%) Hyper-V
5 11 (0.56%) Active Directory
6 10 (0.51%) Apache Flume
7 9 (0.45%) vSphere
8 8 (0.40%) vCloud
9 4 (0.20%) Firmware
9 4 (0.20%) XenServer
10 3 (0.15%) GPFS
11 1 (0.051%) Apache ZooKeeper
11 1 (0.051%) KVM
11 1 (0.051%) NFS
11 1 (0.051%) Samba
11 1 (0.051%) Xen
Systems Management
1 32 (1.62%) Puppet
2 14 (0.71%) Opscode Chef
3 10 (0.51%) Oracle EDQ
4 9 (0.45%) HP Quality Center
5 7 (0.35%) Ansible
6 6 (0.30%) Oozie
7 5 (0.25%) Backup Exec
7 5 (0.25%) Nagios
8 4 (0.20%) Hadoop YARN
9 3 (0.15%) Kibana
9 3 (0.15%) Oracle Enterprise Manager
9 3 (0.15%) Oracle RMAN
9 3 (0.15%) Tivoli
9 3 (0.15%) Tivoli Storage Manager
9 3 (0.15%) ZABBIX
10 2 (0.10%) Packer
10 2 (0.10%) QRadar
11 1 (0.051%) HP Fortify
11 1 (0.051%) Kubernetes
11 1 (0.051%) Mesos
Vendors
1 297 (15.01%) Oracle
2 253 (12.78%) Tableau
3 206 (10.41%) Microsoft
4 154 (7.78%) SAP
5 91 (4.60%) Teradata
6 82 (4.14%) IBM
7 74 (3.74%) Cognos
8 71 (3.59%) Cloudera
9 58 (2.93%) Google
9 58 (2.93%) Informatica
10 55 (2.78%) MicroStrategy
11 45 (2.27%) Ab Initio
12 44 (2.22%) Talend
13 40 (2.02%) Netezza
14 35 (1.77%) VMware
15 31 (1.57%) Trillium
16 27 (1.36%) Splunk
17 25 (1.26%) Adobe
17 25 (1.26%) Greenplum
18 24 (1.21%) Hortonworks
London
Joseph Harry Ltd
Salary: £55000 - £70000 per annum + Bonus + Benefits
Posted: 4 hours ago
Central London / West End
Cognizant
Posted: 13 hours ago
London
Preferred Choice
Salary: £55000 - £70000 per annum
Posted: Yesterday
London
Oliver James Associates
Salary: £70000 - £80000 per annum + Car, Bonus, Pension, Cash Pot
Posted: Yesterday
City, London
First Point
Salary: £50000.00 - £70000.00 per annum
Posted: Yesterday
London
Careerwise UK Limited
Salary: £85000 per annum + bonus + benefits
Posted: Yesterday
London
Eutopia Solutions Ltd
Salary: £80000 - £90000 per annum + bonus + benefits
Posted: Yesterday
Chelmsford, Essex
W H Marriage Sons Ltd
Salary: Competative Salary
Posted: Yesterday
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: Yesterday
London
Lorien Resourcing
Salary: Car + Bonus + Pension + Health care
Posted: Yesterday
London
Harvey Nash plc
Salary: £100000 - £110000 per annum
Posted: Yesterday
London
Astbury Marsden
Salary: Benefits Package
Posted: 2 days ago
London
Jonathan Garth
Salary: From £90,000 to £120,000 per annum
Posted: 2 days ago
London
Salt
Salary: £80000 - £100000 per annum + Excellent Benefits & Bonus
Posted: 2 days ago
London
Salt
Salary: £45000 - £65000 per annum + Excellent Benefits
Posted: 2 days ago
London
Spencer Knight Recruitment
Salary: From £70,000 to £85,000 per annum + Excellent Benefits + bonus
Posted: 2 days ago
London
Open Select Recruitment
Salary: £55000 - £65000 per annum + Equity
Posted: 2 days ago
City, London
Client Server
Salary: £35k + bonus + benefits
Posted: 2 days ago
Chertsey, Surrey
Cegedim Health Services
Salary: From £26,000 to £34,000 per annum Plus Company Benefits
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 2 days ago
London
Staffworx Ltd
Salary: to £60K + bonus (to 25%) + full bens
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £25000 - £30000 per annum + benefits
Posted: 2 days ago
London
Careerwise UK Limited
Salary: £90000 - £115000 per annum + package
Posted: 2 days ago
Birmingham, West Midlands (County)
Colossus Associates
Salary: £25000 - £35000 per annum, Benefits 0
Posted: 2 days ago
Birmingham, West Midlands (County)
Streamline Connections
Salary: £25000 - £32000.00 per annum + Benefits
Posted: 2 days ago
London
Maclean Moore Consulting
Salary: From £100,000 to £110,000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £50k - £80k plus extremely attractive benefits
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £50k-£60k+performance bonus+pension+healthcare&more.
Posted: 3 days ago