Period
to 28 July 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 28 July 2017 with a comparison to the same period in the previous 2 years.

Analytics
UK
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 51 61 65
Rank change year-on-year +10 +4 +8
Permanent jobs citing Analytics 9709 9540 9446
As % of all permanent IT jobs advertised in the UK 5.43% 4.73% 4.28%
As % of the Processes & Methodologies category 6.05% 5.32% 4.87%
Number of salaries quoted 7139 7744 7217
UK median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -
10th Percentile £31,700 £31,250 £28,900
90th Percentile £92,500 £92,500 £90,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 160431 179248 194120
As % of all permanent IT job vacancies advertised in the UK 89.79% 88.94% 87.90%
Number of salaries quoted 128308 149296 157831
UK median annual salary £50,000 £48,000 £47,500
Median salary % change year-on-year +4.17% +1.05% +5.56%
10th Percentile £28,500 £27,500 £27,500
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £42,500

Analytics
Job Vacancy Trend

Job postings citing Analytics as a percentage of all IT jobs advertised.

Job vacancy trend for Analytics in the UK

Analytics
Salary Trend

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

Salary trend for Analytics in the UK

Analytics
Salary Histogram

The salary distribution of IT jobs citing Analytics over the 6 months to 28 July 2017.

Salary histogram for Analytics in the UK

Analytics
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the UK over the 6 months to 28 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +10 9182 £55,000 - 697
London +5 5850 £62,500 +4.17% 414
UK excluding London +8 3672 £45,000 - 320
North of England +14 1081 £45,000 +12.50% 103
South East 0 969 £50,000 - 57
North West +6 613 £45,000 +12.50% 72
Midlands +25 612 £42,500 +6.25% 51
Yorkshire +23 418 £45,000 +12.50% 27
East of England -11 358 £47,500 -5.00% 42
West Midlands +15 344 £41,500 +10.67% 24
Scotland +21 313 £42,500 -19.05% 32
South West -27 312 £47,500 - 29
East Midlands +19 248 £43,000 +7.50% 27
North East +29 53 £38,750 -8.82% 4
Wales -32 44 £40,105 -10.88% 4
Northern Ireland +8 19 £35,000 -12.50% 2

For the 6 months to 28 July 2017, IT jobs citing 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 Analytics.

1 3384 (34.85%) SQL
2 3195 (32.91%) Finance
3 2826 (29.11%) Agile Software Development
4 2227 (22.94%) Business Intelligence
5 2226 (22.93%) Data Analytics
6 2191 (22.57%) Analytical Skills
7 1961 (20.20%) Big Data
8 1919 (19.77%) Python
9 1867 (19.23%) Degree
10 1725 (17.77%) Marketing
11 1618 (16.66%) Java
12 1460 (15.04%) SQL Server
13 1430 (14.73%) JavaScript
14 1321 (13.61%) Banking
15 1237 (12.74%) Microsoft
16 1220 (12.57%) Retail
17 1168 (12.03%) Data Warehouse
18 1164 (11.99%) Google
19 1162 (11.97%) HTML
20 1130 (11.64%) Visualisation
21 1088 (11.21%) Tableau
22 1051 (10.83%) R
23 1031 (10.62%) C#
24 973 (10.02%) Hadoop
25 963 (9.92%) CSS
26 953 (9.82%) Machine Learning
27 950 (9.78%) Microsoft Excel
28 946 (9.74%) Computer Science
29 940 (9.68%) User Experience
30 921 (9.49%) Oracle

Analytics
Co-occurring 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
1 872 (8.98%) SAS
2 708 (7.29%) Apache Spark
3 309 (3.18%) CMS
4 241 (2.48%) Apache
5 206 (2.12%) Elasticsearch
6 145 (1.49%) SharePoint
7 133 (1.37%) Tomcat
8 122 (1.26%) Apache Pig
9 104 (1.07%) Confluence
10 101 (1.04%) WebSphere
11 99 (1.02%) JBoss
12 86 (0.89%) WordPress
13 84 (0.87%) Apache Solr
14 71 (0.73%) IIS
15 53 (0.55%) Adobe Experience Manager
16 52 (0.54%) Oracle SOA Suite
17 46 (0.47%) Sitecore CMS
18 44 (0.45%) EPiServer
19 41 (0.42%) nginx
20 33 (0.34%) WebLogic
Applications
1 950 (9.78%) Microsoft Excel
2 317 (3.27%) SPSS
3 242 (2.49%) Microsoft Office
4 226 (2.33%) Microsoft PowerPoint
5 104 (1.07%) Photoshop
6 66 (0.68%) Adobe Illustrator
7 59 (0.61%) Spreadsheet
8 57 (0.59%) MS Visio
9 38 (0.39%) Adobe Creative Suite
10 28 (0.29%) Microsoft Project
11 23 (0.24%) InVision
12 17 (0.18%) SPSS Modeler
13 15 (0.15%) OmniGraffle
14 13 (0.13%) InDesign
15 8 (0.082%) Stata
16 6 (0.062%) S-PLUS
16 6 (0.062%) Weka
17 5 (0.051%) GIMP
18 4 (0.041%) EViews
18 4 (0.041%) Gephi
Business Applications
1 60 (0.62%) WebTrends
2 58 (0.60%) Dynamics CRM
3 54 (0.56%) Adobe Campaign
4 53 (0.55%) Eloqua
5 41 (0.42%) Actimize
6 40 (0.41%) Magento
7 37 (0.38%) Dynamics AX
8 30 (0.31%) Dynamics NAV
9 24 (0.25%) Oracle ERP
10 23 (0.24%) SessionCam
11 22 (0.23%) Cognos Business Intelligence
11 22 (0.23%) SAP ERP
12 21 (0.22%) SAP InfiniteInsight
13 20 (0.21%) Oracle EBS
14 19 (0.20%) FastStats
15 17 (0.18%) Cognos TM1
15 17 (0.18%) SAP CO
15 17 (0.18%) SAP FI
15 17 (0.18%) SAP FI/CO
16 15 (0.15%) Oracle EBS R12
Cloud Services
1 878 (9.04%) Google Analytics
2 861 (8.87%) Amazon AWS
3 639 (6.58%) Microsoft Azure
4 368 (3.79%) SaaS
5 228 (2.35%) Adobe Analytics
6 175 (1.80%) Google Cloud Platform
7 133 (1.37%) PaaS
8 128 (1.32%) Cloud Computing
9 113 (1.16%) AdWords
10 112 (1.15%) IaaS
11 105 (1.08%) GitHub
12 94 (0.97%) Azure Machine Learning
13 79 (0.81%) Google Tag Manager
14 67 (0.69%) Amazon EMR
15 54 (0.56%) Amazon EC2
16 48 (0.49%) Office 365
17 43 (0.44%) Amazon S3
18 39 (0.40%) Google Play
19 35 (0.36%) Amazon Kinesis
19 35 (0.36%) Azure Data Factory
Communications & Networking
1 203 (2.09%) Internet
2 158 (1.63%) Firewall
3 108 (1.11%) HTTP
4 96 (0.99%) Network Security
5 93 (0.96%) TCP/IP
6 84 (0.87%) DNS
7 56 (0.58%) VPN
8 50 (0.51%) WAN
9 47 (0.48%) SSL
10 46 (0.47%) LAN
11 45 (0.46%) BGP
12 41 (0.42%) IPsec
13 40 (0.41%) DHCP
14 38 (0.39%) OSPF
15 32 (0.33%) Cisco ASA
16 28 (0.29%) MPLS
17 25 (0.26%) Wireless
18 24 (0.25%) Intrusion Detection
19 22 (0.23%) SNMP
20 20 (0.21%) Intranet
Database & Business Intelligence
1 1961 (20.20%) Big Data
2 1460 (15.04%) SQL Server
3 1168 (12.03%) Data Warehouse
4 973 (10.02%) Hadoop
5 619 (6.38%) NoSQL
6 567 (5.84%) SQL Server Integration Services
7 516 (5.31%) SQL Server Reporting Services
8 499 (5.14%) QlikView
9 493 (5.08%) Relational Database
10 407 (4.19%) Power BI
11 377 (3.88%) MySQL
12 376 (3.87%) Data Mining
13 353 (3.64%) MongoDB
14 346 (3.56%) BusinessObjects
15 335 (3.45%) Apache Hive
16 318 (3.28%) SQL Server Analysis Services
17 256 (2.64%) PostgreSQL
18 250 (2.57%) Apache Cassandra
19 177 (1.82%) RDBMS
20 152 (1.57%) Amazon Redshift
Development Applications
1 491 (5.06%) Git (software)
2 423 (4.36%) JIRA
3 250 (2.57%) Jenkins
4 175 (1.80%) Selenium
5 136 (1.40%) Maven
6 132 (1.36%) Visual Studio
7 124 (1.28%) Team Foundation Server
8 118 (1.22%) Cucumber
9 114 (1.17%) Subversion
10 109 (1.12%) gulp
11 101 (1.04%) TeamCity
12 99 (1.02%) Talend Open Studio
13 89 (0.92%) JUnit
14 81 (0.83%) Mockito
15 70 (0.72%) Karma Test Runner
16 69 (0.71%) ProC
17 68 (0.70%) Grunt
18 66 (0.68%) Axure RP
18 66 (0.68%) Sonatype Nexus
19 62 (0.64%) Mocha
General
1 3195 (32.91%) Finance
2 1725 (17.77%) Marketing
3 1321 (13.61%) Banking
4 1220 (12.57%) Retail
5 827 (8.52%) Investment Banking
6 502 (5.17%) Retail Banking
7 373 (3.84%) Front Office
8 301 (3.10%) Telecoms
9 251 (2.59%) Advertising
10 230 (2.37%) Games
11 192 (1.98%) Publishing
12 190 (1.96%) Manufacturing
13 175 (1.80%) Legal
14 123 (1.27%) Electronics
15 104 (1.07%) Law
16 95 (0.98%) Financial Institution
17 94 (0.97%) Pharmaceutical
18 63 (0.65%) Back Office
19 54 (0.56%) Billing
20 50 (0.51%) French Language
Job Titles
1 2398 (24.70%) Developer
2 1853 (19.09%) Analyst
3 778 (8.01%) Consultant
4 604 (6.22%) Architect
5 547 (5.63%) Data Scientist
6 478 (4.92%) Data Analyst
7 416 (4.28%) Business Analyst
8 402 (4.14%) C# Developer
9 381 (3.92%) Senior Developer
10 367 (3.78%) Analytics Manager
11 336 (3.46%) Java Developer
12 266 (2.74%) Business Intelligence Developer
13 265 (2.73%) Senior Analyst
14 259 (2.67%) Data Architect
15 239 (2.46%) Analytics Consultant
16 233 (2.40%) Business Intelligence Analyst
17 227 (2.34%) Software Engineer
17 227 (2.34%) SQL Analyst
18 221 (2.28%) SQL Developer
19 217 (2.24%) Project Manager
Libraries, Frameworks & Software Standards
1 1162 (11.97%) HTML
2 963 (9.92%) CSS
3 915 (9.42%) .NET
4 693 (7.14%) AngularJS
5 559 (5.76%) Web Services
6 475 (4.89%) HTML5
7 419 (4.32%) Node.js
8 370 (3.81%) RESTful
9 357 (3.68%) jQuery
10 331 (3.41%) XML
11 293 (3.02%) ASP.NET
12 279 (2.87%) Spring
13 276 (2.84%) REST
14 273 (2.81%) CSS3
15 251 (2.59%) JSON
16 239 (2.46%) React
17 219 (2.26%) Kafka
18 192 (1.98%) .NET Framework
19 160 (1.65%) SOAP
20 150 (1.54%) D3.js
Miscellaneous
1 2191 (22.57%) Analytical Skills
2 946 (9.74%) Computer Science
3 940 (9.68%) User Experience
4 441 (4.54%) Algorithms
5 372 (3.83%) Management Information System
6 338 (3.48%) Derivative
7 326 (3.36%) Foreign Exchange (FX)
8 319 (3.29%) Social Media
9 278 (2.86%) Fintech
10 267 (2.75%) Greenfield Project
11 265 (2.73%) Credit Risk
12 254 (2.62%) Mobile App
13 226 (2.33%) Enterprise Software
14 213 (2.19%) Equities
15 196 (2.02%) Data Structures
16 167 (1.72%) Fixed Income
17 128 (1.32%) Data Centre
18 106 (1.09%) Equity Derivative
19 89 (0.92%) OTC Derivatives
20 87 (0.90%) Hedge funds
Operating Systems
1 842 (8.67%) Linux
2 503 (5.18%) Windows
3 449 (4.62%) Unix
4 208 (2.14%) Android
5 145 (1.49%) Apple iOS
6 120 (1.24%) Windows Server
7 46 (0.47%) Windows Server 2008
8 43 (0.44%) CentOS
9 38 (0.39%) Windows 10
9 38 (0.39%) Windows Server 2012
10 36 (0.37%) Red Hat Enterprise Linux
11 33 (0.34%) Windows 7
12 26 (0.27%) Ubuntu
13 19 (0.20%) Kali Linux
14 15 (0.15%) AIX
14 15 (0.15%) Solaris
15 14 (0.14%) Mac OS
15 14 (0.14%) Windows Phone
15 14 (0.14%) Windows Server 2003
16 13 (0.13%) Mac OS X
Processes & Methodologies
1 2826 (29.11%) Agile Software Development
2 2227 (22.94%) Business Intelligence
3 2226 (22.93%) Data Analytics
4 1130 (11.64%) Visualisation
5 953 (9.82%) Machine Learning
6 913 (9.40%) Mathematics
7 896 (9.23%) Data Modelling
8 886 (9.13%) ETL
9 844 (8.69%) Scrum
10 787 (8.11%) E-Commerce
11 745 (7.67%) Asset Management
12 741 (7.63%) Data Analysis
13 734 (7.56%) Project Management
14 720 (7.42%) Stakeholder Management
15 716 (7.37%) Software Engineering
16 674 (6.94%) Data Visualisation
17 669 (6.89%) Data Management
18 652 (6.72%) TDD
19 573 (5.90%) Statistics
20 568 (5.85%) Digital Marketing
Programming Languages
1 3384 (34.85%) SQL
2 1919 (19.77%) Python
3 1618 (16.66%) Java
4 1430 (14.73%) JavaScript
5 1051 (10.83%) R
6 1031 (10.62%) C#
7 500 (5.15%) Scala
8 481 (4.95%) C++
9 324 (3.34%) T-SQL
10 309 (3.18%) VBA
11 290 (2.99%) PHP
12 257 (2.65%) C
13 200 (2.06%) Perl
14 192 (1.98%) MATLAB
15 191 (1.97%) PL/SQL
16 151 (1.56%) Bash Shell
17 136 (1.40%) PowerShell
18 123 (1.27%) Ruby
19 117 (1.21%) Shell Script
20 86 (0.89%) TypeScript
Qualifications
1 1867 (19.23%) Degree
2 346 (3.56%) Computer Science Degree
3 304 (3.13%) PhD
4 260 (2.68%) Numerate Degree
5 241 (2.48%) Security Cleared
6 157 (1.62%) SC Cleared
7 151 (1.56%) Master's Degree
8 101 (1.04%) CISSP
9 91 (0.94%) DV Cleared
10 68 (0.70%) GIAC
11 64 (0.66%) Microsoft Certification
12 61 (0.63%) CISA
13 58 (0.60%) Cisco Certification
14 56 (0.58%) ISEB
15 53 (0.55%) CISM
16 41 (0.42%) GSEC
17 39 (0.40%) PMI Certification
18 38 (0.39%) CCNA
19 36 (0.37%) MCSE
20 35 (0.36%) CCNP
Quality Assurance & Compliance
1 450 (4.63%) Data Quality
2 409 (4.21%) QA
3 83 (0.85%) Basel III
4 70 (0.72%) SLA
5 64 (0.66%) ISO/IEC 27001
6 62 (0.64%) PMO
7 46 (0.47%) GDPR
8 37 (0.38%) PCI DSS
9 28 (0.29%) Actionable Recommendations
10 16 (0.16%) WCAG
11 13 (0.13%) MiFID
11 13 (0.13%) Sarbanes-Oxley
12 12 (0.12%) ISO/IEC 20000
13 11 (0.11%) GCP
14 10 (0.10%) Cyber Essentials
14 10 (0.10%) GPG13
15 8 (0.082%) IFRS
16 7 (0.072%) Dodd-Frank
16 7 (0.072%) IFRS 9
16 7 (0.072%) ISO 9001
System Software
1 231 (2.38%) Docker
2 142 (1.46%) Active Directory
3 90 (0.93%) HDFS
4 70 (0.72%) VMware Infrastructure
5 66 (0.68%) Apache Flume
6 42 (0.43%) Hyper-V
7 28 (0.29%) Snort
8 21 (0.22%) Virtual Machines
9 17 (0.18%) Apache ZooKeeper
10 16 (0.16%) Oracle RAC
10 16 (0.16%) ProxySG
11 15 (0.15%) VMware ESXi
12 11 (0.11%) Firmware
13 9 (0.093%) Samba
14 8 (0.082%) XenApp
15 7 (0.072%) Slurm Workload Manager
15 7 (0.072%) vSphere
16 5 (0.051%) Microsoft App-V
16 5 (0.051%) NFS
17 4 (0.041%) KVM
Systems Management
1 160 (1.65%) Puppet
2 139 (1.43%) Ansible
3 93 (0.96%) Opscode Chef
4 45 (0.46%) SCCM
5 43 (0.44%) Kubernetes
6 41 (0.42%) Oozie
7 40 (0.41%) Terraform
8 35 (0.36%) Kibana
9 34 (0.35%) Nessus
9 34 (0.35%) Nexpose
10 27 (0.28%) Grafana
11 24 (0.25%) WSUS
12 23 (0.24%) Nagios
12 23 (0.24%) QRadar
13 22 (0.23%) RSA Security Analytics
14 21 (0.22%) McAfee ePO
15 20 (0.21%) logstash
16 19 (0.20%) Core Impact
16 19 (0.20%) OpenVAS
16 19 (0.20%) PowerBroker
Vendors
1 1237 (12.74%) Microsoft
2 1164 (11.99%) Google
3 1088 (11.21%) Tableau
4 921 (9.49%) Oracle
5 461 (4.75%) SAP
6 428 (4.41%) Adobe
7 226 (2.33%) IBM
8 171 (1.76%) Cognos
9 161 (1.66%) Informatica
10 146 (1.50%) Splunk
11 145 (1.49%) Salesforce.com
12 131 (1.35%) Cisco
13 120 (1.24%) Cloudera
14 114 (1.17%) MicroStrategy
15 111 (1.14%) Alteryx
16 110 (1.13%) VMware
17 107 (1.10%) Facebook
18 104 (1.07%) Cognizant
19 99 (1.02%) Talend
20 94 (0.97%) Teradata
Scotland
Sanderson
Salary: £30000 - £35000 per annum + excellent benefits
Posted: 4 hours ago
Peterborough, Cambridgeshire
Sanderson
Salary: £45000 - £56000 per annum
Posted: 4 hours ago
London
Sage UK Limited
Salary: Competitive plus bonus and benefits
Posted: 4 hours ago
London
Morgan Mckinley
Salary: £35000 - £45000 per annum
Posted: 3 hours ago
Manchester, Lancashire
Austin Fraser
Salary: £45000 - £60000 per annum + Excellent benefits
Posted: 30 minutes ago
Yorkshire
Exposed Solutions
Salary: £30000 - £34000 per annum
Posted: 6 hours ago
Warrington, Cheshire
Actis Recruitment.
Salary: From £15,000 to £19,000 per annum to £19,000 + 15% bonus + benefits
Posted: 7 hours ago
Reigate, Surrey
Ageas (Uk) Ltd
Salary: From £60,000 to £70,000 per annum
Posted: 4 hours ago
Manchester, Lancashire
FT Select
Salary: From £25,000 to £35,000 per annum plus benefits
Posted: 6 hours ago
Cheltenham, Gloucestershire
NCC Group
Posted: 5 hours ago
Central London / West End
Trust In Soda
Salary: From £40,000 to £58,000 per annum
Posted: 5 hours ago
London
Venturi
Salary: £70000.00 - £90000.00 per annum + Bonus & Benefits
Posted: 7 hours ago
Central London / West End
Lorien Resourcing
Posted: 6 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: up to £35k + benefits
Posted: 23 hours ago
Central London / West End
Lorien Resourcing
Salary: COMPETITVE SALARY
Posted: 6 hours ago
Birmingham, West Midlands (County)
ReThink Recruitment
Salary: £43000.00 per annum
Posted: Yesterday
Chichester, West Sussex
Profile 29 Limited
Salary: Up to £28,000 per annum + benefits
Posted: 3 hours ago
Towcester, Northamptonshire
Redrock Consulting Ltd
Salary: £34000 - £55000 per annum
Posted: 34 minutes ago
London
Oliver James Associates
Salary: £45000 - £50000 per annum + pension, bonus, benefits
Posted: 19 hours ago
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Modis International
Salary: £38000 - £42000 per annum
Posted: Yesterday
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £90000.00 - £110000.00 per annum + bonus and benefits
Posted: 1 hour ago
City, London
onezeero.
Salary: £100000 - £120000 per annum + bonus + benefits
Posted: 5 hours ago
London
Digitech Resourcing Ltd
Salary: From £50,000 to £60,000 per annum + Bonus & Benefits
Posted: 25 minutes ago
Cardiff, South Glamorgan
IntaPeople
Salary: £30000 - £40000 per annum
Posted: Yesterday
London
Westbourne Partners
Salary: Up to £100,000 per annum £100K+
Posted: 21 hours ago
London
Searchability
Salary: £25000 - £45000 per annum
Posted: 7 hours ago
Feltham, Middlesex
2M Employment Solutions
Salary: £22000.00 - £27000.00 per annum
Posted: 23 hours ago
City, London
Goldman Sachs
Posted: Yesterday
London
HAYS INFORMATION TECHNOLOGY
Salary: £100000.00 - £120000.00 per annum + bonus and benefits
Posted: 1 hour ago