Period
to 26 April 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 26 April 2018 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
26 Apr 2018
Same period 2017 Same period 2016
Rank 70 88 96
Rank change year-on-year +18 +8 +33
Permanent jobs citing Analytics 1,319 973 1,276
As % of all permanent IT jobs advertised in the South East 4.19% 3.28% 3.27%
As % of the Processes & Methodologies category 4.72% 3.73% 3.70%
Number of salaries quoted 1,015 756 1,025
South East median annual salary £47,500 £50,000 £50,000
Median salary % change year-on-year -5.00% - +11.11%
10th Percentile £30,500 £31,000 £27,500
90th Percentile £78,450 £71,625 £70,000
England median annual salary £55,000 £55,000 £55,000

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 27,969 26,086 34,460
As % of all permanent IT jobs advertised in the South East 88.87% 87.83% 88.32%
Number of salaries quoted 23,111 21,508 29,023
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,000 £26,250
90th Percentile £70,000 £68,750 £68,750
England median annual salary £50,000 £50,000 £47,961
% change year-on-year - +4.25% +3.14%

Analytics
Job Vacancy Trend in the South East

Job postings citing Analytics as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Analytics in the South East

Analytics
Salary Trend in the South East

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

Salary trend for Analytics in the South East

Analytics
Salary Histogram in the South East

The salary distribution of IT jobs citing Analytics in the South East over the 6 months to 26 April 2018.

Salary histogram for Analytics in the South East

Analytics
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the South East region over the 6 months to 26 April 2018. 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
Thames Valley +15 650 £55,000 +4.76% 91
Berkshire +7 314 £57,500 +4.55% 49
Hampshire +57 288 £45,000 +5.88% 40
Surrey +32 223 £50,000 -4.76% 39
Oxfordshire +11 199 £50,000 - 26
Buckinghamshire +16 137 £45,000 -10.00% 16
East Sussex -4 62 £42,500 -33.59% 19
West Sussex +13 46 £45,000 -29.69% 6
Kent -5 21 £51,250 +46.43% 5
Middlesex -6 6 £65,000 +30.00% 1
Sussex -25 5 £38,000 -41.54%
Analytics
England

For the 6 months to 26 April 2018, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South East region with a requirement for Analytics.

1 432 (32.75%) SQL
2 379 (28.73%) Data Analytics
3 373 (28.28%) Agile Software Development
4 287 (21.76%) Marketing
5 262 (19.86%) JavaScript
6 253 (19.18%) Business Intelligence
7 251 (19.03%) Python
8 248 (18.80%) Google
9 247 (18.73%) Big Data
10 239 (18.12%) HTML
11 235 (17.82%) Degree
12 231 (17.51%) Analytical Skills
13 225 (17.06%) CSS
14 196 (14.86%) Java
15 194 (14.71%) Finance
16 184 (13.95%) Microsoft Azure
17 170 (12.89%) Microsoft
18 161 (12.21%) Machine Learning
19 157 (11.90%) Google Analytics
20 155 (11.75%) Visualisation
21 153 (11.60%) SQL Server
22 151 (11.45%) C#
23 148 (11.22%) Data Science
24 144 (10.92%) Problem-Solving
25 139 (10.54%) Data Analysis
26 138 (10.46%) jQuery
27 136 (10.31%) Mathematics
28 131 (9.93%) .NET
29 130 (9.86%) Microsoft Excel
30 127 (9.63%) Amazon AWS

Analytics
Co-occurring IT Skills in the South East 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
1 101 (7.66%) SAS
2 75 (5.69%) Apache Spark
3 49 (3.71%) CMS
4 47 (3.56%) Elasticsearch
5 33 (2.50%) Apache
6 26 (1.97%) Apache Solr
7 22 (1.67%) SharePoint
8 20 (1.52%) WordPress
9 18 (1.36%) Oracle Service Bus
10 17 (1.29%) Confluence
11 12 (0.91%) Drupal
11 12 (0.91%) IIS
12 11 (0.83%) Joomla!
13 10 (0.76%) Tomcat
14 9 (0.68%) Adobe Experience Manager
15 8 (0.61%) nginx
16 6 (0.45%) Apache Pig
16 6 (0.45%) Oracle SOA Suite
17 4 (0.30%) BizTalk Server
17 4 (0.30%) MS Project Server
Applications
1 130 (9.86%) Microsoft Excel
2 49 (3.71%) Microsoft PowerPoint
3 45 (3.41%) Microsoft Office
4 18 (1.36%) Photoshop
5 13 (0.99%) MS Visio
6 10 (0.76%) Microsoft Project
6 10 (0.76%) Stata
7 9 (0.68%) InVision
8 7 (0.53%) Adobe Illustrator
8 7 (0.53%) InDesign
9 4 (0.30%) SPSS
10 3 (0.23%) Adobe After Effects
10 3 (0.23%) Adobe Creative Suite
10 3 (0.23%) Adobe Premiere
11 2 (0.15%) Spreadsheet
12 1 (0.076%) Chatbot
12 1 (0.076%) S-PLUS
Business Applications
1 22 (1.67%) WebTrends
2 17 (1.29%) SAP HCM
3 15 (1.14%) SAP HR
4 10 (0.76%) Distributed Ledger
4 10 (0.76%) NetSuite
5 9 (0.68%) Epicor Tropos
6 6 (0.45%) Infor M3
6 6 (0.45%) Salesforce.com CRM
7 4 (0.30%) ResourceLink
8 3 (0.23%) Dynamics CRM
9 2 (0.15%) Adobe Campaign
9 2 (0.15%) Cognos Business Intelligence
9 2 (0.15%) Primavera
9 2 (0.15%) SAP GRC
9 2 (0.15%) SAP Oil and Gas
9 2 (0.15%) SAP S/4HANA
9 2 (0.15%) Workday HCM
10 1 (0.076%) Sage X3
10 1 (0.076%) SAP Hybris
10 1 (0.076%) Sprinklr
Cloud Services
1 184 (13.95%) Microsoft Azure
2 157 (11.90%) Google Analytics
3 127 (9.63%) Amazon AWS
4 68 (5.16%) SaaS
5 55 (4.17%) Adobe Analytics
6 41 (3.11%) GitHub
7 39 (2.96%) Serverless
8 37 (2.81%) AdWords
9 29 (2.20%) Cloud Computing
9 29 (2.20%) IaaS
10 28 (2.12%) Azure Data Factory
11 26 (1.97%) PaaS
12 22 (1.67%) SuccessFactors
13 20 (1.52%) Bluemix
13 20 (1.52%) IBM Cloud
14 17 (1.29%) Salesforce Service Cloud
15 16 (1.21%) Force.com
15 16 (1.21%) Google Cloud Platform
16 14 (1.06%) Cortana Intelligence Suite
17 13 (0.99%) Amazon S3
Communications & Networking
1 37 (2.81%) Firewall
2 25 (1.90%) DNS
2 25 (1.90%) SAN
2 25 (1.90%) WAN
3 24 (1.82%) LAN
4 23 (1.74%) DHCP
5 16 (1.21%) Internet
6 14 (1.06%) TCP/IP
7 9 (0.68%) Intranet
8 7 (0.53%) HTTP
9 6 (0.45%) Remote Desktop
10 5 (0.38%) Kerberos
10 5 (0.38%) Network Security
10 5 (0.38%) Skype
11 4 (0.30%) Ethernet
11 4 (0.30%) SMS
11 4 (0.30%) Wi-Fi
12 3 (0.23%) VoIP
13 2 (0.15%) PBX
13 2 (0.15%) PSTN
Database & Business Intelligence
1 247 (18.73%) Big Data
2 153 (11.60%) SQL Server
3 118 (8.95%) Data Warehouse
4 116 (8.79%) Hadoop
5 114 (8.64%) Power BI
6 55 (4.17%) MySQL
6 55 (4.17%) SQL Server Integration Services
7 47 (3.56%) PostgreSQL
8 46 (3.49%) Apache Hive
9 43 (3.26%) SQL Server Reporting Services
10 42 (3.18%) Data Lake
10 42 (3.18%) SQL Server Analysis Services
11 38 (2.88%) Relational Database
12 35 (2.65%) QlikView
13 34 (2.58%) SQL Server 2016
14 33 (2.50%) Data Mining
14 33 (2.50%) NoSQL
15 29 (2.20%) BusinessObjects
15 29 (2.20%) MongoDB
16 27 (2.05%) Azure SQL Database
Development Applications
1 90 (6.82%) Git (software)
2 82 (6.22%) Jenkins
3 64 (4.85%) JIRA
4 30 (2.27%) Visual Studio
5 23 (1.74%) Selenium
6 20 (1.52%) Ant
7 17 (1.29%) TeamCity
8 15 (1.14%) JUnit
9 12 (0.91%) JMeter
10 11 (0.83%) Team Foundation Server
11 9 (0.68%) IntelliJ
11 9 (0.68%) Maven
11 9 (0.68%) Subversion
11 9 (0.68%) WebDriver
12 8 (0.61%) Fiddler
12 8 (0.61%) LoadRunner
12 8 (0.61%) Visual Studio Team System
13 7 (0.53%) Axure RP
13 7 (0.53%) Cucumber
13 7 (0.53%) SoapUI
General
1 287 (21.76%) Marketing
2 194 (14.71%) Finance
3 59 (4.47%) Retail
4 47 (3.56%) Advertising
5 39 (2.96%) Telecoms
6 22 (1.67%) Law
7 21 (1.59%) Manufacturing
8 19 (1.44%) Banking
8 19 (1.44%) Games
8 19 (1.44%) Spanish Language
9 17 (1.29%) Publishing
10 13 (0.99%) Electronics
11 12 (0.91%) Legal
12 11 (0.83%) Digital Economy
13 10 (0.76%) Back Office
13 10 (0.76%) Pharmaceutical
14 8 (0.61%) French Language
14 8 (0.61%) Italian Language
15 7 (0.53%) Automotive
15 7 (0.53%) German Language
Job Titles
1 340 (25.78%) Developer
2 277 (21.00%) Analyst
3 109 (8.26%) Architect
4 88 (6.67%) .NET Developer
5 87 (6.60%) Senior Developer
6 81 (6.14%) Data Analyst
7 80 (6.07%) C# Developer
8 71 (5.38%) C# .NET Developer
9 65 (4.93%) ASP.NET MVC Developer
10 62 (4.70%) ASP.NET Developer
10 62 (4.70%) C# ASP.NET Developer
11 59 (4.47%) Consultant
12 56 (4.25%) Senior Analyst
13 55 (4.17%) Software Developer
14 54 (4.09%) JavaScript Developer
15 52 (3.94%) Data Architect
16 44 (3.34%) SQL Developer
17 42 (3.18%) .NET Software Developer
18 41 (3.11%) Data Scientist
19 40 (3.03%) Digital Analyst
Libraries, Frameworks & Software Standards
1 239 (18.12%) HTML
2 225 (17.06%) CSS
3 138 (10.46%) jQuery
4 131 (9.93%) .NET
5 122 (9.25%) Web Services
6 111 (8.42%) AngularJS
7 104 (7.88%) ASP.NET
8 90 (6.82%) ASP.NET MVC
9 77 (5.84%) Twitter Bootstrap
10 70 (5.31%) ASP.NET Web API
11 51 (3.87%) REST
12 43 (3.26%) Sass
13 41 (3.11%) JSON
14 40 (3.03%) Kafka
14 40 (3.03%) Middleware
14 40 (3.03%) Natural Language Processing
15 37 (2.81%) HTML5
15 37 (2.81%) XML
16 36 (2.73%) LESS
16 36 (2.73%) SOAP
Miscellaneous
1 231 (17.51%) Analytical Skills
2 108 (8.19%) Computer Science
3 76 (5.76%) User Experience
4 72 (5.46%) Algorithms
5 67 (5.08%) Self-Motivation
6 44 (3.34%) Social Media
7 43 (3.26%) Management Information System
7 43 (3.26%) Mobile App
8 35 (2.65%) Greenfield Project
9 28 (2.12%) Data Centre
10 23 (1.74%) Mainframe
11 20 (1.52%) Credit Risk
11 20 (1.52%) Public Cloud
12 18 (1.36%) Data Structures
12 18 (1.36%) IBM Mainframe
13 16 (1.21%) Fintech
14 14 (1.06%) Digital Media
15 13 (0.99%) Driving Licence
16 12 (0.91%) Graphic Design
16 12 (0.91%) PMI
Operating Systems
1 121 (9.17%) Linux
2 43 (3.26%) Windows
3 30 (2.27%) Unix
4 19 (1.44%) Android
5 17 (1.29%) Windows Server
6 11 (0.83%) Apple iOS
7 8 (0.61%) FreeBSD
8 6 (0.45%) Embedded Linux
9 5 (0.38%) Robot Operating System
9 5 (0.38%) Ubuntu
9 5 (0.38%) Windows 10
10 3 (0.23%) Debian
10 3 (0.23%) Kali Linux
10 3 (0.23%) Windows Server 2012
11 2 (0.15%) AIX
12 1 (0.076%) CentOS
12 1 (0.076%) DC/OS
12 1 (0.076%) Mac OS
12 1 (0.076%) Mac OS X
Processes & Methodologies
1 379 (28.73%) Data Analytics
2 373 (28.28%) Agile Software Development
3 253 (19.18%) Business Intelligence
4 161 (12.21%) Machine Learning
5 155 (11.75%) Visualisation
6 148 (11.22%) Data Science
7 144 (10.92%) Problem-Solving
8 139 (10.54%) Data Analysis
9 136 (10.31%) Mathematics
10 113 (8.57%) Continuous Integration
10 113 (8.57%) Data Modelling
11 112 (8.49%) MVC
12 108 (8.19%) ETL
12 108 (8.19%) Stakeholder Management
13 96 (7.28%) Web Analytics
14 90 (6.82%) Digital Marketing
14 90 (6.82%) Software Engineering
15 88 (6.67%) Big Data Analytics
16 87 (6.60%) Data Visualisation
17 84 (6.37%) Scrum
Programming Languages
1 432 (32.75%) SQL
2 262 (19.86%) JavaScript
3 251 (19.03%) Python
4 196 (14.86%) Java
5 151 (11.45%) C#
6 99 (7.51%) R
7 76 (5.76%) C++
8 70 (5.31%) T-SQL
9 62 (4.70%) PHP
10 54 (4.09%) C
11 46 (3.49%) Scala
12 27 (2.05%) MATLAB
13 21 (1.59%) Perl
13 21 (1.59%) Shell Script
14 18 (1.36%) Bash Shell
14 18 (1.36%) Go
15 17 (1.29%) PowerShell
16 15 (1.14%) Apex Code
16 15 (1.14%) SOQL
16 15 (1.14%) SOSL
Qualifications
1 235 (17.82%) Degree
2 46 (3.49%) PhD
3 37 (2.81%) Security Cleared
4 25 (1.90%) Numerate Degree
5 24 (1.82%) SC Cleared
6 18 (1.36%) CISSP
7 17 (1.29%) CISM
7 17 (1.29%) Computer Science Degree
8 13 (0.99%) Cisco Certification
9 12 (0.91%) CISA
9 12 (0.91%) PMI Certification
9 12 (0.91%) Postgraduate
10 10 (0.76%) GIAC
10 10 (0.76%) Master's Degree
10 10 (0.76%) MCSE
10 10 (0.76%) Microsoft Certification
11 9 (0.68%) ISEB
11 9 (0.68%) SANS
12 8 (0.61%) CCNA
12 8 (0.61%) CCSA
Quality Assurance & Compliance
1 56 (4.25%) QA
2 48 (3.64%) Data Quality
3 25 (1.90%) SLA
4 20 (1.52%) GDPR
5 9 (0.68%) PCI DSS
6 8 (0.61%) Actionable Recommendations
6 8 (0.61%) ISO/IEC 27001
7 6 (0.45%) COBIT
7 6 (0.45%) IFRS
7 6 (0.45%) IFRS 9
8 4 (0.30%) Sarbanes-Oxley
9 3 (0.23%) EFQM
9 3 (0.23%) GCP
9 3 (0.23%) PMO
10 2 (0.15%) ISO 9001
10 2 (0.15%) Solvency II
11 1 (0.076%) GPG13
System Software
1 56 (4.25%) Docker
2 41 (3.11%) Active Directory
3 24 (1.82%) VMware Infrastructure
4 20 (1.52%) Hyper-V
4 20 (1.52%) NFS
4 20 (1.52%) VMware ESXi
4 20 (1.52%) VMware NSX
5 17 (1.29%) Apache Flume
6 14 (1.06%) Virtual Machines
7 12 (0.91%) HDFS
8 8 (0.61%) Apache ZooKeeper
9 7 (0.53%) Firmware
10 3 (0.23%) vSphere
10 3 (0.23%) XenApp
11 2 (0.15%) Oracle RAC
Systems Management
1 35 (2.65%) Docker Swarm
2 20 (1.52%) Kubernetes
3 19 (1.44%) Hadoop YARN
4 18 (1.36%) Tivoli Storage Manager
4 18 (1.36%) vCenter Server
5 10 (0.76%) Ansible
6 8 (0.61%) Juniper STRM
6 8 (0.61%) QRadar
6 8 (0.61%) RSA enVision
6 8 (0.61%) RSA Security Analytics
7 7 (0.53%) Puppet
8 6 (0.45%) Terraform
9 4 (0.30%) SCOM
10 3 (0.23%) Oozie
10 3 (0.23%) Opscode Chef
10 3 (0.23%) Oracle Enterprise Manager
11 2 (0.15%) Kibana
12 1 (0.076%) Failover Clustering
12 1 (0.076%) Grafana
12 1 (0.076%) Rundeck
Vendors
1 248 (18.80%) Google
2 170 (12.89%) Microsoft
3 100 (7.58%) Tableau
4 90 (6.82%) Oracle
5 82 (6.22%) Adobe
6 70 (5.31%) SAP
7 42 (3.18%) HP
8 35 (2.65%) IBM
9 33 (2.50%) VMware
10 30 (2.27%) Salesforce.com
11 27 (2.05%) Cloudera
11 27 (2.05%) Intel
12 26 (1.97%) Cisco
12 26 (1.97%) Talend
13 24 (1.82%) Omniture
14 23 (1.74%) MicroStrategy
15 19 (1.44%) Pardot
16 18 (1.36%) CommVault
16 18 (1.36%) Hortonworks
16 18 (1.36%) Veeam