The table below looks at the statistics for Data Analytics skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Data Analytics
Rank 280 384 475
Rank change year-on-year
+104 +91
Permanent jobs citing Data Analytics 1211 836 652
As % of all permanent IT jobs located in the UK 1.18% 0.76% 0.55%
As % of the Processes & Methodologies category 1.35% 0.88% 0.64%
Number of salaries quoted 989 597 496
Median salary £60,000 £55,000 £50,000
Median salary % change year-on-year
+9.09% +10.00%
90% offered a salary of more than £35,000 £37,500 £32,500
10% offered a salary of more than £91,100 £90,000 £80,000
UK excluding London median salary £51,459 £45,000 £46,000
% change year-on-year
+14.35% -2.17%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
89989 94751 101767
As % of all permanent IT jobs located in the UK 87.69% 85.95% 85.27%
Number of salaries quoted 74863 76541 82078
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £30,500
10% offered a salary of more than £75,000 £72,500 £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

The demand trend of job ads citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend in the UK

Data Analytics
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics within the UK.

Data Analytics Salary Trend in the UK

Data Analytics
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Analytics over the 3 months to 4 May 2016 within the UK.

Data Analytics Salary Histogram in the UK

Data Analytics
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the UK over the 3 months to 4 May 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
England +123 1160 £60,000 +9.09% 143
London +28 736 £62,500 +4.16% 87
South East +95 123 £56,000 +24.44% 21
City of London +58 109 £72,500 +38.09% 23
South West +69 92 £54,000 +20.00% 10
East of England +42 63 £50,000 +25.00% 3
Yorkshire +49 47 £50,000 +37.93% 3
North West +59 44 £47,500 - 9
Gloucestershire +30 44 £54,000 +2.85% 3
West Yorkshire +33 37 £50,250 +38.62% 3
Leeds +40 35 £59,000 +62.75% 3
East Midlands +36 32 £51,250 -2.38% 1
Hertfordshire +35 31 £55,000 -
Hampshire +27 28 £38,000 - 4
Gloucester +31 27 £55,000 +4.76% 2
Manchester +26 26 £60,000 +26.31% 6
Berkshire +24 23 £50,000 -16.66% 4
Buckinghamshire +45 22 £78,000 +64.21%
Northamptonshire +22 21 £80,000 +45.45%
Bristol +22 20 £43,125 +7.81% 6
Surrey +1 19 £57,500 +27.77% 3
Milton Keynes +44 18 £78,000 +64.21%
Oxfordshire +15 18 £60,000 +50.00% 4
Devon +20 17 £120,000 +313.79%
Exeter - 17 £120,000 -
Scotland -8 16 £72,000 +37.14% 5
Cambridgeshire +3 15 £60,000 +215.78% 1
Reading +11 14 £40,000 -33.33% 2
West Midlands -19 14 £60,000 +47.23% 8
Northampton +13 12 £80,000 +42.22%

Data Analytics
Top 30 Related IT Skills

For the 6 months to 4 May 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 with a requirement for Data Analytics.

1 2278 (100.00%) Analytics
2 881 (38.67%) Big Data
3 792 (34.77%) SQL
4 686 (30.11%) Business Intelligence
5 667 (29.28%) Finance
6 553 (24.28%) Hadoop
7 545 (23.92%) Agile Software Development
7 545 (23.92%) Analytical Skills
8 501 (21.99%) Degree
9 479 (21.03%) Python
10 446 (19.58%) Java
11 374 (16.42%) Visualisation
12 348 (15.28%) SAS
13 331 (14.53%) Big Data Analytics
14 329 (14.44%) Data Warehouse
14 329 (14.44%) SQL Server
15 325 (14.27%) ETL
16 321 (14.09%) Oracle
17 304 (13.35%) R
18 293 (12.86%) Tableau
19 282 (12.38%) Machine Learning
20 277 (12.16%) Computer Science
21 261 (11.46%) NoSQL
22 253 (11.11%) Microsoft
23 249 (10.93%) Data Analysis
24 247 (10.84%) Marketing
25 241 (10.58%) Data Modelling
26 234 (10.27%) Retail
27 230 (10.10%) Data Visualisation
28 226 (9.92%) JavaScript

Data Analytics
Top Related IT Skills 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
1 348 (15.28%) SAS
2 204 (8.96%) Apache Spark
3 93 (4.08%) Node.js
4 75 (3.29%) Apache Pig
5 65 (2.85%) Elasticsearch
6 32 (1.40%) SharePoint
7 31 (1.36%) CMS
8 28 (1.23%) Apache
9 19 (0.83%) Tomcat
10 15 (0.66%) Mule
11 14 (0.61%) Skype for Business
12 12 (0.53%) WebLogic
13 10 (0.44%) IIS
13 10 (0.44%) WordPress
14 9 (0.40%) Apache Solr
15 8 (0.35%) GlassFish
16 7 (0.31%) MQSeries
17 6 (0.26%) Drupal
17 6 (0.26%) MS Exchange
18 4 (0.18%) JBoss
Applications
1 190 (8.34%) MS Excel
2 149 (6.54%) SPSS
3 34 (1.49%) MS PowerPoint
4 33 (1.45%) MS Office
5 32 (1.40%) MS Visio
6 8 (0.35%) OmniGraffle
7 7 (0.31%) GNU Octave
7 7 (0.31%) MS Project
7 7 (0.31%) Spreadsheet
8 4 (0.18%) Adobe Illustrator
9 2 (0.088%) EViews
9 2 (0.088%) Photoshop
10 1 (0.044%) Adobe Creative Suite
10 1 (0.044%) Mathcad
10 1 (0.044%) Stata
Business Applications
1 24 (1.05%) SAP Oil and Gas
2 13 (0.57%) Dynamics CRM
3 12 (0.53%) WebTrends
4 8 (0.35%) Dynamics AX
5 7 (0.31%) Oracle FAH
5 7 (0.31%) SAP Bank Analyzer
6 6 (0.26%) Cognos Business Intelligence
6 6 (0.26%) Unica
7 5 (0.22%) FastStats
8 4 (0.18%) Adobe Campaign
8 4 (0.18%) Dynamics NAV
9 2 (0.088%) GoldMine
9 2 (0.088%) SAP BPC
9 2 (0.088%) SAP Business One
9 2 (0.088%) SAP InfiniteInsight
10 1 (0.044%) Oracle Financials
10 1 (0.044%) SAP GRC
10 1 (0.044%) SAP HR
Cloud Services
1 150 (6.58%) Amazon AWS
2 66 (2.90%) SaaS
3 65 (2.85%) Microsoft Azure
4 43 (1.89%) Google Analytics
5 39 (1.71%) Amazon EC2
6 34 (1.49%) Cloud Computing
7 26 (1.14%) Amazon S3
8 21 (0.92%) GitHub
9 20 (0.88%) Amazon EMR
10 18 (0.79%) Google Cloud Platform
11 13 (0.57%) Adobe Analytics
11 13 (0.57%) Amazon Kinesis
12 8 (0.35%) PaaS
13 7 (0.31%) Office 365
14 6 (0.26%) Force.com
15 5 (0.22%) SmartFocus
16 4 (0.18%) AdWords
16 4 (0.18%) AWS OpsWorks
16 4 (0.18%) FinancialForce.com
16 4 (0.18%) IaaS
Communications & Networking
1 69 (3.03%) Internet
2 35 (1.54%) HTTP
3 28 (1.23%) Firewall
4 19 (0.83%) TCP/IP
5 17 (0.75%) VPN
6 16 (0.70%) Network Security
7 15 (0.66%) NetScaler
7 15 (0.66%) WebEx
8 13 (0.57%) Wireless
9 12 (0.53%) DNS
10 11 (0.48%) SAN
11 9 (0.40%) AMQP
12 8 (0.35%) Bluetooth
12 8 (0.35%) Intrusion Detection
12 8 (0.35%) Wi-Fi
13 7 (0.31%) LAN
13 7 (0.31%) SMS
13 7 (0.31%) Unified Communications
13 7 (0.31%) VoIP
13 7 (0.31%) WAN
Database & Business Intelligence
1 881 (38.67%) Big Data
2 553 (24.28%) Hadoop
3 329 (14.44%) Data Warehouse
3 329 (14.44%) SQL Server
4 261 (11.46%) NoSQL
5 213 (9.35%) MongoDB
6 192 (8.43%) Data Mining
7 188 (8.25%) QlikView
8 153 (6.72%) BusinessObjects
9 148 (6.50%) Apache Hive
10 137 (6.01%) SQL Server Integration Services
11 123 (5.40%) SQL Server Reporting Services
12 106 (4.65%) Apache Cassandra
13 85 (3.73%) MySQL
13 85 (3.73%) PostgreSQL
14 78 (3.42%) Neo4j
15 77 (3.38%) Spotfire
16 72 (3.16%) Relational Database
17 64 (2.81%) Pentaho
18 63 (2.77%) Impala
Development Applications
1 96 (4.21%) Git (software)
2 64 (2.81%) Jenkins
3 49 (2.15%) Talend Open Studio
4 44 (1.93%) JIRA
5 29 (1.27%) Vagrant
6 28 (1.23%) Visual Studio
7 24 (1.05%) Grunt
8 23 (1.01%) Team Foundation Server
9 21 (0.92%) NUnit
10 18 (0.79%) JUnit
11 17 (0.75%) Hudson
11 17 (0.75%) Yeoman
12 16 (0.70%) gulp
12 16 (0.70%) Jasmine
13 15 (0.66%) SQL Server Management Studio (SSMS)
13 15 (0.66%) Toad
14 12 (0.53%) Subversion
15 8 (0.35%) Axure RP
15 8 (0.35%) Maven
15 8 (0.35%) TeamCity
General
1 667 (29.28%) Finance
2 247 (10.84%) Marketing
3 234 (10.27%) Retail
4 168 (7.37%) Banking
5 134 (5.88%) Telecoms
6 105 (4.61%) Manufacturing
7 74 (3.25%) Advertising
8 68 (2.99%) Games
9 34 (1.49%) Law
10 32 (1.40%) Legal
10 32 (1.40%) Pharmaceutical
11 28 (1.23%) Electronics
11 28 (1.23%) Financial Institution
11 28 (1.23%) Investment Banking
12 27 (1.19%) Automotive
13 26 (1.14%) Front Office
14 24 (1.05%) Back Office
15 22 (0.97%) General Ledger
16 19 (0.83%) Publishing
17 12 (0.53%) Retail Banking
Job Titles
1 407 (17.87%) Analyst
2 397 (17.43%) Developer
3 272 (11.94%) Architect
4 256 (11.24%) Consultant
5 205 (9.00%) Data Analyst
6 194 (8.52%) Data Scientist
7 162 (7.11%) Data Architect
8 144 (6.32%) Data Consultant
9 119 (5.22%) Data Manager
10 112 (4.92%) Analytics Manager
11 101 (4.43%) Data Analytics Manager
12 85 (3.73%) SQL Analyst
13 84 (3.69%) Data Analytics Consultant
14 79 (3.47%) Java Developer
15 78 (3.42%) Solutions Architect
16 69 (3.03%) Big Data Architect
17 68 (2.99%) Senior Manager
18 67 (2.94%) Big Data Developer
18 67 (2.94%) Business Analyst
19 66 (2.90%) Project Manager
Libraries, Frameworks & Software Standards
1 172 (7.55%) HTML
2 146 (6.41%) .NET
3 128 (5.62%) CSS
4 126 (5.53%) XML
5 120 (5.27%) HTML5
6 116 (5.09%) AngularJS
7 110 (4.83%) Web Services
8 72 (3.16%) D3.js
9 58 (2.55%) jQuery
10 57 (2.50%) Twitter Bootstrap
11 55 (2.41%) Spring
12 50 (2.19%) JSON
13 48 (2.11%) Natural Language Processing
14 47 (2.06%) J2EE
15 45 (1.98%) Middleware
16 44 (1.93%) CSS3
17 38 (1.67%) RESTful
18 37 (1.62%) REST
19 29 (1.27%) Ajax
19 29 (1.27%) Kafka
Miscellaneous
1 545 (23.92%) Analytical Skills
2 374 (16.42%) Visualisation
3 277 (12.16%) Computer Science
4 219 (9.61%) Mathematics
5 167 (7.33%) Statistics
6 149 (6.54%) Management Information System
7 128 (5.62%) Algorithms
8 80 (3.51%) User Experience
9 66 (2.90%) Physics
10 64 (2.81%) Data Integration
11 63 (2.77%) Social Media
12 53 (2.33%) Data Structures
13 39 (1.71%) FMCG
14 38 (1.67%) Mobile App
15 36 (1.58%) Fintech
16 29 (1.27%) Artificial Intelligence
16 29 (1.27%) Cyberthreat
17 25 (1.10%) Enterprise Software
18 24 (1.05%) Data Centre
18 24 (1.05%) Security Operations Centre
Operating Systems
1 174 (7.64%) Linux
2 123 (5.40%) Unix
3 83 (3.64%) Windows
4 65 (2.85%) Android
5 61 (2.68%) Apple iOS
6 29 (1.27%) Windows Server
7 17 (0.75%) Windows Server 2008
8 14 (0.61%) Windows Server 2003
9 7 (0.31%) Red Hat Enterprise Linux
10 6 (0.26%) Oracle Linux
10 6 (0.26%) Ubuntu
11 5 (0.22%) CentOS
12 3 (0.13%) Windows 10
12 3 (0.13%) Windows Server 2012
13 2 (0.088%) Mac OS X
13 2 (0.088%) Solaris
13 2 (0.088%) Windows 7
13 2 (0.088%) Windows Mobile
14 1 (0.044%) Windows 8
Processes & Methodologies
1 2278 (100.00%) Analytics
2 686 (30.11%) Business Intelligence
3 545 (23.92%) Agile Software Development
4 331 (14.53%) Big Data Analytics
5 325 (14.27%) ETL
6 282 (12.38%) Machine Learning
7 249 (10.93%) Data Analysis
8 241 (10.58%) Data Modelling
9 230 (10.10%) Data Visualisation
10 225 (9.88%) Data Management
11 217 (9.53%) Project Management
12 201 (8.82%) Stakeholder Management
13 175 (7.68%) Business Development
14 165 (7.24%) Software Engineering
15 162 (7.11%) Open Source
16 157 (6.89%) Data Architecture
17 154 (6.76%) Mentoring
18 141 (6.19%) Data Governance
19 128 (5.62%) TDD
20 124 (5.44%) Migration
Programming Languages
1 792 (34.77%) SQL
2 479 (21.03%) Python
3 446 (19.58%) Java
4 304 (13.35%) R
5 226 (9.92%) JavaScript
6 185 (8.12%) C#
7 176 (7.73%) C++
8 99 (4.35%) T-SQL
9 98 (4.30%) Scala
10 91 (3.99%) C
11 86 (3.78%) VBA
12 78 (3.42%) Perl
13 55 (2.41%) MATLAB
14 40 (1.76%) Ruby
15 38 (1.67%) PHP
16 36 (1.58%) Bash Shell
16 36 (1.58%) PL/SQL
17 35 (1.54%) Clojure
18 34 (1.49%) VB.NET
19 24 (1.05%) VB
Qualifications
1 501 (21.99%) Degree
2 157 (6.89%) Security Cleared
3 140 (6.15%) PhD
4 81 (3.56%) SC Cleared
5 55 (2.41%) DV Cleared
6 20 (0.88%) CISA
6 20 (0.88%) CISM
6 20 (0.88%) CISSP
6 20 (0.88%) ISEB
7 18 (0.79%) MBA
8 17 (0.75%) ISTQB
8 17 (0.75%) ISTQB Foundation Certification
9 14 (0.61%) PMI Certification
9 14 (0.61%) PMP
10 13 (0.57%) CEH
11 12 (0.53%) CRISC
11 12 (0.53%) Microsoft Certification
11 12 (0.53%) PRINCE2 Certification
12 10 (0.44%) GIAC
13 7 (0.31%) CITP
Quality Assurance & Compliance
1 137 (6.01%) Data Quality
2 44 (1.93%) QA
3 12 (0.53%) CRD IV
3 12 (0.53%) EMIR
3 12 (0.53%) MiFID
3 12 (0.53%) Solvency II
4 10 (0.44%) SLA
5 9 (0.40%) COBIT
6 6 (0.26%) IAS 39
7 3 (0.13%) ISO/IEC 27001
8 2 (0.088%) COREP
8 2 (0.088%) FINREP
9 1 (0.044%) COSO
9 1 (0.044%) FATCA
9 1 (0.044%) GAAP
9 1 (0.044%) HIPAA
9 1 (0.044%) ISAE 3402
9 1 (0.044%) PCI DSS
9 1 (0.044%) Sarbanes-Oxley
9 1 (0.044%) SEPA
System Software
1 73 (3.20%) HDFS
2 47 (2.06%) VMware Infrastructure
3 30 (1.32%) Docker
4 29 (1.27%) Active Directory
5 20 (0.88%) VirtualBox
6 19 (0.83%) Apache Flume
7 17 (0.75%) Hyper-V
8 14 (0.61%) XenApp
9 7 (0.31%) GPFS
9 7 (0.31%) vCloud
10 6 (0.26%) vSphere
11 3 (0.13%) Apache ZooKeeper
12 2 (0.088%) KVM
12 2 (0.088%) NFS
12 2 (0.088%) Samba
12 2 (0.088%) Xen
13 1 (0.044%) XenServer
Systems Management
1 31 (1.36%) Puppet
2 19 (0.83%) SCOM
3 14 (0.61%) DatAdvantage
4 13 (0.57%) Ansible
5 12 (0.53%) Nagios
6 11 (0.48%) Opscode Chef
7 9 (0.40%) Hadoop YARN
8 7 (0.31%) Tivoli
8 7 (0.31%) Tivoli Storage Manager
9 6 (0.26%) Packer
10 5 (0.22%) Backup Exec
10 5 (0.22%) HP Quality Center
10 5 (0.22%) Oozie
11 4 (0.18%) Kibana
12 3 (0.13%) HAProxy
12 3 (0.13%) HP Fortify
13 2 (0.088%) Ambari
13 2 (0.088%) QRadar
13 2 (0.088%) ZABBIX
14 1 (0.044%) FTK
Vendors
1 321 (14.09%) Oracle
2 293 (12.86%) Tableau
3 253 (11.11%) Microsoft
4 150 (6.58%) SAP
5 139 (6.10%) Cloudera
6 112 (4.92%) IBM
7 99 (4.35%) Teradata
8 86 (3.78%) Cognos
8 86 (3.78%) Informatica
9 80 (3.51%) Hortonworks
10 68 (2.99%) Google
11 64 (2.81%) Netezza
12 54 (2.37%) Ab Initio
13 50 (2.19%) VMware
14 49 (2.15%) Talend
15 48 (2.11%) MicroStrategy
16 46 (2.02%) HP
17 41 (1.80%) Adobe
18 28 (1.23%) MuleSoft
18 28 (1.23%) TIBCO
London
JM
Salary: £50000 - £60000 per annum
Posted: 4 hours ago
West London
Opus Resourcing Ltd
Salary: £60000 - £70000 per annum + Bens + Bonus to 10%
Posted: 5 hours ago
Southampton, Hampshire
Haybrook IT Resourcing Ltd
Salary: Up to £45,000 per annum
Posted: 6 hours ago
Leeds, West Yorkshire
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: 6 hours ago
Manchester, Lancashire
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: 7 hours ago
Birmingham, West Midlands (County)
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: 7 hours ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 7 hours ago
City, London
Apollo Solutions
Salary: £80000 - £95000 per annum + benefits
Posted: 7 hours ago
London
Verticality Ltd
Salary: £65000 - £75000 per annum, Benefits Benefits Package
Posted: 9 hours ago
London
Verticality Ltd
Salary: £65000 - £75000 per annum, Benefits Benefits Package
Posted: 9 hours ago
Crawley, West Sussex
SLS Services Ltd
Salary: £70000 per annum, Benefits DOE
Posted: 11 hours ago
South East
SLS Services Ltd
Salary: £70,000 DOE
Posted: 11 hours ago
Birmingham, West Midlands (County)
Stratospherec
Salary: From £25,000 to £35,000 per annum Excellent Benefits package
Posted: 11 hours ago
Gloucester, Gloucestershire
Raytheon
Salary: Salary Negotiable + Bonus & Benefits
Posted: 12 hours ago
Edinburgh, Midlothian
onezeero.
Posted: 12 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 12 hours ago
Southend-On-Sea, Essex
Experis Ltd
Salary: £56500.00 - £71500.00 per annum + benefits
Posted: 12 hours ago
London
Verticality Ltd
Salary: £40000 - £60000 per annum, Benefits Benefits Package
Posted: 13 hours ago
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: 13 hours ago
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: 13 hours ago
Oxford, Oxfordshire
Haybrook IT Resourcing
Salary: comprehensive benefits package
Posted: 14 hours ago
Kidlington, Oxfordshire
CBS butler
Salary: Bonus, Pension
Posted: 14 hours ago
London
Harrington Starr
Salary: £80000 - £100000 per annum + bonus + benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £70 500 to £95 000 basic (+ superb package!!!)
Posted: Yesterday
Central London / West End
Michael Page Technology
Salary: £23000 - £30000 per annum
Posted: Yesterday
City, London
Parallel Consulting
Salary: £25000 - £35000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: Yesterday
London
ReThink Recruitment
Salary: £60000.00 - £65000.00 per annum + Excellent bens
Posted: Yesterday
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bonus + bens
Posted: Yesterday