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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Analytics
UK / England
Rank 305 288 443
Rank change year-on-year
-17 +155
Permanent jobs citing Data Analytics 763 1045 583
As % of all permanent IT jobs located in England 0.98% 1.12% 0.59%
As % of the Processes & Methodologies category 1.11% 1.28% 0.69%
Number of salaries quoted 633 844 460
Median salary £55,000 £60,000 £54,500
Median salary % change year-on-year
-8.33% +10.09%
90% offered a salary of more than £33,000 £35,000 £35,000
10% offered a salary of more than £90,000 £100,000 £80,000
UK excluding London median salary £45,000 £51,459 £47,500
% change year-on-year
-12.55% +8.33%

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
68565 81767 84400
As % of all permanent IT jobs located in England 88.15% 87.70% 86.06%
Number of salaries quoted 56901 68765 70092
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 21 January 2017.

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 21 January 2017. 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 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 -29 425 £62,500 -3.84% 66
North West +45 102 £37,500 -21.71% 10
South East -9 66 £50,000 +4.81% 9
East of England +37 63 £55,000 +0.18% 4
South West +18 49 £50,000 +25.00% 6
East Midlands +22 23 £31,500 -38.53% 2
West Midlands -18 18 £50,000 - 4
Yorkshire -1 12 £41,250 +6.45% 5
North East -5 3 £57,500 +11.73% 1
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 21 January 2017, 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 1794 (100.00%) Analytics
2 640 (35.67%) SQL
3 615 (34.28%) Big Data
4 487 (27.15%) Agile Software Development
5 484 (26.98%) Finance
6 463 (25.81%) Degree
7 432 (24.08%) Business Intelligence
8 425 (23.69%) Python
9 370 (20.62%) Analytical Skills
10 358 (19.96%) Visualisation
11 338 (18.84%) SQL Server
12 322 (17.95%) Hadoop
13 319 (17.78%) Java
14 259 (14.44%) Oracle
15 257 (14.33%) SAS
16 250 (13.94%) Marketing
17 241 (13.43%) Big Data Analytics
18 240 (13.38%) C#
19 239 (13.32%) Tableau
20 231 (12.88%) Computer Science
21 224 (12.49%) JavaScript
21 224 (12.49%) Data Warehouse
22 205 (11.43%) R
23 203 (11.32%) ETL
24 202 (11.26%) Microsoft
25 199 (11.09%) Scrum
26 197 (10.98%) Relational Database
26 197 (10.98%) Apache Spark
27 195 (10.87%) Machine Learning
28 193 (10.76%) Linux

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
1 257 (14.33%) SAS
2 197 (10.98%) Apache Spark
3 106 (5.91%) Apache Pig
3 106 (5.91%) Elasticsearch
4 58 (3.23%) Apache
5 22 (1.23%) IIS
6 21 (1.17%) SharePoint
7 19 (1.06%) Tomcat
8 17 (0.95%) CMS
9 15 (0.84%) Apache Solr
10 9 (0.50%) Confluence
11 8 (0.45%) Adobe Experience Manager
11 8 (0.45%) Alfresco
11 8 (0.45%) JBoss
12 5 (0.28%) Cloud Foundry
13 4 (0.22%) WebSphere
14 3 (0.17%) Jupyter
14 3 (0.17%) Mule
14 3 (0.17%) OpenStack
14 3 (0.17%) WebLogic
Applications
1 147 (8.19%) MS Excel
2 107 (5.96%) SPSS
3 42 (2.34%) MS PowerPoint
4 40 (2.23%) MS Office
5 23 (1.28%) MS Visio
6 14 (0.78%) Stata
7 13 (0.72%) Photoshop
8 8 (0.45%) MS Project
9 4 (0.22%) S-PLUS
10 3 (0.17%) InVision
11 2 (0.11%) Gephi
11 2 (0.11%) Spreadsheet
12 1 (0.056%) Adobe Illustrator
12 1 (0.056%) EViews
12 1 (0.056%) Mathematica
Business Applications
1 15 (0.84%) Dynamics CRM
2 12 (0.67%) Adobe Campaign
3 9 (0.50%) Cognos TM1
4 8 (0.45%) Salesforce.com CRM
5 7 (0.39%) Oracle EBS
6 6 (0.33%) Cognos Business Intelligence
7 5 (0.28%) SAP Oil and Gas
8 4 (0.22%) Cognos Controller
8 4 (0.22%) Eloqua
8 4 (0.22%) Oracle AML
8 4 (0.22%) Oracle HRMS
9 3 (0.17%) Dynamics AX
9 3 (0.17%) Oracle BPM
9 3 (0.17%) Oracle Financials
9 3 (0.17%) WebTrends
10 2 (0.11%) FastStats
10 2 (0.11%) Maximo
10 2 (0.11%) SAP GRC
10 2 (0.11%) SAP InfiniteInsight
11 1 (0.056%) SAP FI/CO
Cloud Services
1 189 (10.54%) Amazon AWS
2 112 (6.24%) Microsoft Azure
3 59 (3.29%) SaaS
4 47 (2.62%) Google Analytics
5 38 (2.12%) Cloud Computing
6 34 (1.90%) GitHub
7 24 (1.34%) Amazon EC2
8 21 (1.17%) Amazon S3
9 20 (1.11%) Google Cloud Platform
9 20 (1.11%) PaaS
10 17 (0.95%) Adobe Analytics
10 17 (0.95%) IaaS
11 16 (0.89%) Amazon EMR
12 12 (0.67%) Amazon Kinesis
13 9 (0.50%) Office 365
14 8 (0.45%) AWS OpsWorks
14 8 (0.45%) Azure Active Directory
14 8 (0.45%) Data Lake Analytics
15 5 (0.28%) Google App Engine
16 4 (0.22%) Taleo
Communications & Networking
1 54 (3.01%) Internet
2 34 (1.90%) HTTP
3 18 (1.00%) Firewall
4 12 (0.67%) SSL
5 10 (0.56%) TCP/IP
6 9 (0.50%) Skype
7 8 (0.45%) DNS
7 8 (0.45%) Network Security
8 7 (0.39%) Bluetooth
8 7 (0.39%) LAN
8 7 (0.39%) Wireless
9 6 (0.33%) DHCP
10 5 (0.28%) RS-232
10 5 (0.28%) WAN
10 5 (0.28%) Wi-Fi
11 4 (0.22%) BGP
11 4 (0.22%) MPLS
11 4 (0.22%) OSPF
11 4 (0.22%) SAN
11 4 (0.22%) VPN
Database & Business Intelligence
1 615 (34.28%) Big Data
2 338 (18.84%) SQL Server
3 322 (17.95%) Hadoop
4 224 (12.49%) Data Warehouse
5 197 (10.98%) Relational Database
6 179 (9.98%) MongoDB
7 176 (9.81%) NoSQL
8 153 (8.53%) SQL Server Integration Services
9 151 (8.42%) MySQL
10 135 (7.53%) Apache Hive
11 123 (6.86%) SQL Server Reporting Services
12 122 (6.80%) QlikView
13 109 (6.08%) RDBMS
14 108 (6.02%) Data Mining
15 82 (4.57%) Power BI
16 71 (3.96%) SQL Server Analysis Services
17 63 (3.51%) BusinessObjects
18 52 (2.90%) Spotfire
19 48 (2.68%) PostgreSQL
20 37 (2.06%) Amazon Redshift
Development Applications
1 56 (3.12%) Git (software)
2 38 (2.12%) JIRA
3 34 (1.90%) Jenkins
4 28 (1.56%) Team Foundation Server
5 18 (1.00%) Visual Studio
6 14 (0.78%) NUnit
7 13 (0.72%) Talend Open Studio
8 12 (0.67%) Axure RP
9 10 (0.56%) Ranorex
9 10 (0.56%) Rhino Mocks
9 10 (0.56%) Selenium
9 10 (0.56%) TeamCity
10 9 (0.50%) Octopus Deploy
10 9 (0.50%) Toad
10 9 (0.50%) Vagrant
11 8 (0.45%) Subversion
12 6 (0.33%) ERwin
12 6 (0.33%) Hudson
12 6 (0.33%) Oracle Forms
12 6 (0.33%) Yeoman
General
1 484 (26.98%) Finance
2 250 (13.94%) Marketing
3 173 (9.64%) Banking
4 161 (8.97%) Retail
5 65 (3.62%) Advertising
6 56 (3.12%) Telecoms
7 54 (3.01%) Investment Banking
8 40 (2.23%) Front Office
8 40 (2.23%) Military
9 39 (2.17%) Electronics
10 36 (2.01%) Games
11 31 (1.73%) Legal
12 29 (1.62%) Law
13 26 (1.45%) Publishing
14 25 (1.39%) Back Office
15 23 (1.28%) Manufacturing
16 21 (1.17%) Pharmaceutical
17 15 (0.84%) Corporate Banking
17 15 (0.84%) Retail Banking
18 14 (0.78%) Private Banking
Job Titles
1 388 (21.63%) Developer
2 317 (17.67%) Analyst
3 179 (9.98%) Architect
4 150 (8.36%) Data Scientist
5 137 (7.64%) Data Analyst
6 133 (7.41%) Consultant
7 111 (6.19%) Analytics Manager
8 93 (5.18%) Data Architect
9 92 (5.13%) Data Analytics Manager
9 92 (5.13%) Data Manager
10 83 (4.63%) Java Developer
11 82 (4.57%) Software Engineer
12 81 (4.52%) Data Consultant
13 76 (4.24%) Senior Developer
14 66 (3.68%) Analytics Consultant
15 62 (3.46%) Data Analytics Consultant
16 61 (3.40%) C# Developer
16 61 (3.40%) SQL Analyst
17 58 (3.23%) Senior Manager
18 55 (3.07%) .NET Developer
Libraries, Frameworks & Software Standards
1 179 (9.98%) HTML
2 169 (9.42%) .NET
3 165 (9.20%) AngularJS
4 151 (8.42%) CSS
5 111 (6.19%) HTML5
6 106 (5.91%) jQuery
7 94 (5.24%) Node.js
7 94 (5.24%) Web Services
8 89 (4.96%) Spring
9 86 (4.79%) CSS3
10 79 (4.40%) Middleware
11 72 (4.01%) Hibernate
11 72 (4.01%) Java EE
12 69 (3.85%) Apache Camel
12 69 (3.85%) REST
13 56 (3.12%) XML
14 53 (2.95%) LAMP
15 49 (2.73%) .NET Framework
15 49 (2.73%) JSON
16 43 (2.40%) ASP.NET
Miscellaneous
1 370 (20.62%) Analytical Skills
2 358 (19.96%) Visualisation
3 231 (12.88%) Computer Science
4 171 (9.53%) Mathematics
5 140 (7.80%) Statistics
6 124 (6.91%) Algorithms
7 75 (4.18%) Management Information System
7 75 (4.18%) User Experience
8 58 (3.23%) Mobile App
9 53 (2.95%) Physics
10 52 (2.90%) PKI
11 44 (2.45%) Fintech
12 41 (2.29%) Data Structures
13 37 (2.06%) Data Extraction
13 37 (2.06%) Economics
13 37 (2.06%) Social Media
14 35 (1.95%) Internet of Things
15 30 (1.67%) Credit Risk
16 25 (1.39%) Data Integration
17 21 (1.17%) Artificial Intelligence
Operating Systems
1 193 (10.76%) Linux
2 85 (4.74%) Windows
3 79 (4.40%) Unix
4 35 (1.95%) Android
5 31 (1.73%) Apple iOS
6 19 (1.06%) Ubuntu
7 17 (0.95%) CentOS
7 17 (0.95%) Windows Server
8 14 (0.78%) Red Hat Enterprise Linux
9 12 (0.67%) Windows Server 2008
9 12 (0.67%) Windows Server 2012
10 5 (0.28%) Solaris
11 4 (0.22%) AIX
11 4 (0.22%) Debian
11 4 (0.22%) HPUX
12 2 (0.11%) Windows 7
12 2 (0.11%) Windows Vista
12 2 (0.11%) Windows XP
13 1 (0.056%) Mac OS X
13 1 (0.056%) Windows Server 2003
Processes & Methodologies
1 1794 (100.00%) Analytics
2 487 (27.15%) Agile Software Development
3 432 (24.08%) Business Intelligence
4 241 (13.43%) Big Data Analytics
5 203 (11.32%) ETL
6 199 (11.09%) Scrum
7 195 (10.87%) Machine Learning
8 190 (10.59%) Data Modelling
9 186 (10.37%) Data Visualisation
10 179 (9.98%) Software Engineering
11 173 (9.64%) DevOps
12 164 (9.14%) TDD
13 159 (8.86%) Data Analysis
14 148 (8.25%) Stakeholder Management
15 133 (7.41%) Data Management
16 122 (6.80%) Mentoring
17 113 (6.30%) Project Management
18 104 (5.80%) Data Architecture
19 93 (5.18%) CRM
20 90 (5.02%) E-Commerce
Programming Languages
1 640 (35.67%) SQL
2 425 (23.69%) Python
3 319 (17.78%) Java
4 240 (13.38%) C#
5 224 (12.49%) JavaScript
6 205 (11.43%) R
7 135 (7.53%) C
8 124 (6.91%) C++
9 108 (6.02%) Perl
10 105 (5.85%) Scala
11 96 (5.35%) T-SQL
12 90 (5.02%) Ruby
13 66 (3.68%) VBA
14 51 (2.84%) PHP
15 45 (2.51%) PL/SQL
16 44 (2.45%) MATLAB
17 24 (1.34%) VB.NET
18 21 (1.17%) Bash Shell
19 18 (1.00%) VB
20 15 (0.84%) Embedded C
Qualifications
1 463 (25.81%) Degree
2 120 (6.69%) PhD
3 86 (4.79%) Security Cleared
4 46 (2.56%) DV Cleared
5 29 (1.62%) SC Cleared
6 19 (1.06%) Postgraduate
7 14 (0.78%) ISEB
8 13 (0.72%) CISA
9 11 (0.61%) CISSP
10 10 (0.56%) Cisco Certification
10 10 (0.56%) ISTQB
11 8 (0.45%) CCNP
12 7 (0.39%) CISM
13 6 (0.33%) CCNA
14 5 (0.28%) Six Sigma Black Belt
15 4 (0.22%) CCIE
15 4 (0.22%) CFA
15 4 (0.22%) CITP
15 4 (0.22%) Microsoft Certification
15 4 (0.22%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 118 (6.58%) Data Quality
2 45 (2.51%) QA
3 22 (1.23%) ISO 14001
3 22 (1.23%) ISO 9001
4 16 (0.89%) SLA
5 9 (0.50%) MiFID
6 8 (0.45%) ISO/IEC 27001
7 5 (0.28%) Actionable Recommendations
8 2 (0.11%) HL7
8 2 (0.11%) IAS 39
9 1 (0.056%) CRD IV
9 1 (0.056%) GCP
9 1 (0.056%) GDPR
9 1 (0.056%) GMP
9 1 (0.056%) ISO20022
9 1 (0.056%) PCI DSS
9 1 (0.056%) SDET
9 1 (0.056%) Solvency II
System Software
1 88 (4.91%) VMware Infrastructure
2 64 (3.57%) Hyper-V
3 52 (2.90%) Docker
4 26 (1.45%) Active Directory
5 23 (1.28%) Firmware
6 20 (1.11%) Virtual Machines
7 18 (1.00%) HDFS
8 8 (0.45%) Oracle RAC
9 6 (0.33%) VirtualBox
10 2 (0.11%) Apache Flume
10 2 (0.11%) Terminal Services
10 2 (0.11%) XenServer
11 1 (0.056%) Btrfs
11 1 (0.056%) Gluster
11 1 (0.056%) KVM
11 1 (0.056%) MetaFrame
11 1 (0.056%) Varnish
11 1 (0.056%) Virtual Servers
11 1 (0.056%) XenApp
11 1 (0.056%) XenDesktop
Systems Management
1 52 (2.90%) Ansible
2 47 (2.62%) Puppet
3 45 (2.51%) Opscode Chef
4 15 (0.84%) Nagios
5 12 (0.67%) Kubernetes
6 11 (0.61%) Mesos
7 10 (0.56%) HP Quality Center
8 7 (0.39%) Salt
9 5 (0.28%) Kibana
9 5 (0.28%) logstash
9 5 (0.28%) SCCM
10 4 (0.22%) Control-M
10 4 (0.22%) Hadoop YARN
10 4 (0.22%) HP Fortify
10 4 (0.22%) Microsoft Clustering
10 4 (0.22%) WSUS
11 3 (0.17%) Packer
11 3 (0.17%) Terraform
12 2 (0.11%) FortiGate
12 2 (0.11%) Graphite
Vendors
1 259 (14.44%) Oracle
2 239 (13.32%) Tableau
3 202 (11.26%) Microsoft
4 97 (5.41%) VMware
5 70 (3.90%) Google
6 58 (3.23%) SAP
7 44 (2.45%) Teradata
8 43 (2.40%) Cognos
9 35 (1.95%) IBM
10 34 (1.90%) Informatica
11 30 (1.67%) Red Hat
12 27 (1.51%) Salesforce.com
13 26 (1.45%) Actimize
14 23 (1.28%) Hortonworks
15 19 (1.06%) Cloudera
16 17 (0.95%) Ab Initio
16 17 (0.95%) MicroStrategy
17 16 (0.89%) Adobe
17 16 (0.89%) MuleSoft
18 14 (0.78%) Netezza
Canterbury, Kent
ComputerWorld Personnel Ltd
Salary: £20000 - £35000 per annum
Posted: Yesterday
Banbury, Oxfordshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £40000.00 per annum + benefits
Posted: 2 days ago
London
First Point
Salary: £40000.00 - £55000.00 per annum
Posted: Yesterday
Gloucestershire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum
Posted: Yesterday
London
Vadis People
Salary: c£120,000 - £140,000 Package
Posted: Yesterday
City, London
Charles Taylor plc
Salary: Market related
Posted: Yesterday
London
Spencer Knight Recruitment
Salary: From £60,000 to £80,000 per annum (dep on exp) + Bonus + Ex bens
Posted: 2 days ago
Stratford-Upon-Avon, Warwickshire
Applause IT Innovation
Salary: £20000 - £30000 per annum + Benefits
Posted: Yesterday
London
onezeero.
Salary: £70000 - £80000 per annum + benefits
Posted: Yesterday
West Sussex
Creative Personnel
Salary: £28000 - £32000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Churchill Frank
Salary: £25000 - £35000 per annum + bonus, pension
Posted: 2 days ago
Central London / West End
Asgard ERP Limited
Salary: From £50,000 to £70,000 per annum + Excellent Bens
Posted: 5 days ago
London
Freshtechit
Salary: From £0 to £80,000 per annum
Posted: Yesterday
London
Verticality Ltd
Salary: £40000 - £50000 per annum, Benefits Extensive Benefits Package
Posted: 3 days ago
London
Mortimer Spinks
Salary: £35000 - £50000 per annum + benfits and bonus
Posted: 2 days ago
London
Joseph Harry Ltd
Salary: £85000 - £110000 per annum + 25% Bonus + 10% Pension
Posted: 2 days ago
London
Lawrence Harvey Enterprise
Salary: £40000 - £45000 per annum + Benefits
Posted: 2 days ago
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 2 days ago
Bath, Avon
EasyWebRecruitment.com
Salary: Competitive
Posted: Yesterday
South West London
set2recruit
Salary: From £30,000 to £40,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
set2recruit
Salary: From £30,000 to £40,000 per annum
Posted: 4 days ago
City, London
Pioneer Search
Salary: £550.00 - £700.00 per annum
Posted: 2 days ago
Hampshire
Franklin Fitch Limited
Salary: From £60,000 to £70,000 per annum plus bonus and benefits
Posted: 4 days ago
West London
set2recruit
Salary: From £45,000 to £60,000 per annum (Incl Bonuses)
Posted: 3 days ago
Haverhill, Suffolk
Opus Resourcing Ltd
Salary: £50000 - £60000 per annum + Bens + Bonus
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £50000 - £55000 per annum + Benefits
Posted: 2 days ago
London
Verticality Ltd
Salary: £35000 - £55000 per annum, Benefits Bonus + Benefits Package
Posted: 3 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £55000.00 - £60000.00 per annum + Car + Benefits
Posted: 4 days ago
West London
Revolution Technology
Salary: From £45,000 to £60,000 per annum Benefits & Bonus included + Equity
Posted: 5 days ago
London
Joseph Harry Ltd
Salary: £85000 - £110000 per annum + 25% Bonus + 10% Pension
Posted: 3 days ago