Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 70 94 84
Rank change year-on-year +24 -10 +20
Permanent jobs citing Analytics 1,210 945 1,221
As % of all permanent IT jobs advertised in the South East 4.14% 3.27% 3.45%
As % of the Processes & Methodologies category 4.61% 3.65% 3.86%
Number of salaries quoted 957 776 1,050
South East median annual salary £52,251 £50,000 £50,000
Median salary % change year-on-year +4.50% - +11.11%
10th Percentile £31,250 £27,500 £29,750
90th Percentile £77,500 £70,000 £77,500
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 26,243 25,892 31,613
As % of all permanent IT jobs advertised in the South East 89.74% 89.47% 89.20%
Number of salaries quoted 21,648 21,322 26,326
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,500 £27,000 £27,500
90th Percentile £71,250 £68,750 £68,750
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - +5.26%

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 19 October 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 19 October 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 +27 625 £55,000 +10.00% 92
Berkshire +26 356 £55,000 +10.00% 51
Hampshire +37 245 £45,000 +5.88% 36
Oxfordshire +25 210 £57,500 +4.55% 25
Surrey +17 190 £55,000 +10.00% 27
East Sussex +21 83 £52,500 -8.70% 2
Buckinghamshire -35 59 £48,750 +3.72% 16
West Sussex -13 30 £41,000 -35.69% 8
Kent +10 29 £45,000 -14.29% 7
Sussex +9 9 £77,500 +34.78%
Middlesex +11 8 £72,500 +7.41% 4
Analytics
England

For the 6 months to 19 October 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.

1 415 (34.30%) SQL
2 412 (34.05%) Agile Software Development
3 348 (28.76%) Business Intelligence
4 297 (24.55%) Data Analytics
5 273 (22.56%) Finance
6 271 (22.40%) Degree
7 257 (21.24%) Python
8 229 (18.93%) Java
9 214 (17.69%) Data Science
10 210 (17.36%) Visualisation
11 207 (17.11%) JavaScript
12 202 (16.69%) Big Data
13 200 (16.53%) Microsoft
14 196 (16.20%) SQL Server
15 185 (15.29%) Analytical Skills
16 182 (15.04%) Microsoft Azure
17 175 (14.46%) Amazon AWS
18 171 (14.13%) Marketing
19 164 (13.55%) Machine Learning
20 163 (13.47%) Google
21 161 (13.31%) Tableau
22 160 (13.22%) HTML
23 159 (13.14%) Power BI
24 154 (12.73%) Problem-Solving
24 154 (12.73%) Data Modelling
25 148 (12.23%) Data Visualisation
26 142 (11.74%) Hadoop
27 141 (11.65%) CSS
28 138 (11.40%) Data Warehouse
29 134 (11.07%) Retail

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
1 106 (8.76%) Apache Spark
2 78 (6.45%) SAS
3 45 (3.72%) Apache
4 34 (2.81%) CMS
5 29 (2.40%) Confluence
6 20 (1.65%) Elasticsearch
7 14 (1.16%) Apache Solr
8 13 (1.07%) JBoss
9 12 (0.99%) IIS
10 8 (0.66%) SharePoint
11 6 (0.50%) OpenStack
11 6 (0.50%) Sitecore CMS
11 6 (0.50%) Tomcat
11 6 (0.50%) WordPress
12 5 (0.41%) Adobe Experience Manager
12 5 (0.41%) Apache Pig
12 5 (0.41%) nginx
13 4 (0.33%) BizTalk Server
13 4 (0.33%) Hyperledger
13 4 (0.33%) Oracle Workflow
Applications
1 81 (6.69%) Microsoft Excel
2 24 (1.98%) Microsoft Office
3 22 (1.82%) Microsoft PowerPoint
4 9 (0.74%) Photoshop
5 7 (0.58%) Adobe Illustrator
6 6 (0.50%) MS Visio
6 6 (0.50%) Spreadsheet
7 5 (0.41%) SPSS
8 4 (0.33%) InDesign
9 3 (0.25%) InVision
10 2 (0.17%) Adobe After Effects
11 1 (0.083%) Adobe Creative Suite
Business Applications
1 14 (1.16%) SAP S/4HANA
2 9 (0.74%) SAP Oil and Gas
3 7 (0.58%) Salesforce.com CRM
4 6 (0.50%) Dynamics CRM
4 6 (0.50%) Dynamics NAV
4 6 (0.50%) Oracle EBS
5 5 (0.41%) SAP BPC
5 5 (0.41%) SAP GRC
5 5 (0.41%) SAP GTS
5 5 (0.41%) SAP MDG
6 4 (0.33%) Eloqua
6 4 (0.33%) Payment Gateway
6 4 (0.33%) PeopleSoft HCM
6 4 (0.33%) SAP HCM
6 4 (0.33%) SAP Hybris
7 3 (0.25%) Epicor Tropos
7 3 (0.25%) Infor M3
7 3 (0.25%) NetSuite
7 3 (0.25%) SAP HR
8 2 (0.17%) Movex
Cloud Services
1 182 (15.04%) Microsoft Azure
2 175 (14.46%) Amazon AWS
3 124 (10.25%) Google Analytics
4 53 (4.38%) SaaS
5 33 (2.73%) PaaS
6 26 (2.15%) Cloud Computing
7 24 (1.98%) Azure Data Factory
8 23 (1.90%) AdWords
9 17 (1.40%) Google Cloud Platform
9 17 (1.40%) Serverless
10 15 (1.24%) Adobe Analytics
11 14 (1.16%) GitHub
11 14 (1.16%) IaaS
12 11 (0.91%) Amazon S3
13 10 (0.83%) Amazon Kinesis
14 9 (0.74%) Amazon EC2
14 9 (0.74%) Amazon EMR
14 9 (0.74%) AWS Lambda
15 8 (0.66%) Amazon CloudWatch
15 8 (0.66%) AWS CloudFormation
Communications & Networking
1 23 (1.90%) Internet
2 22 (1.82%) Firewall
3 15 (1.24%) LAN
3 15 (1.24%) WAN
4 12 (0.99%) HTTP
5 11 (0.91%) TCP/IP
6 10 (0.83%) DNS
6 10 (0.83%) MPLS
6 10 (0.83%) VLAN
7 9 (0.74%) VPN
8 8 (0.66%) Ethernet
8 8 (0.66%) Intrusion Detection
9 7 (0.58%) Wireless
10 5 (0.41%) AMQP
10 5 (0.41%) iBeacon
10 5 (0.41%) PPP
10 5 (0.41%) SMS
10 5 (0.41%) SNMP
10 5 (0.41%) Unified Communications
11 4 (0.33%) Intranet
Database & Business Intelligence
1 202 (16.69%) Big Data
2 196 (16.20%) SQL Server
3 159 (13.14%) Power BI
4 142 (11.74%) Hadoop
5 138 (11.40%) Data Warehouse
6 93 (7.69%) NoSQL
7 84 (6.94%) Apache Hive
8 77 (6.36%) MySQL
9 72 (5.95%) SQL Server Reporting Services
10 66 (5.45%) Relational Database
11 62 (5.12%) SQL Server Integration Services
12 57 (4.71%) SAP BW
13 56 (4.63%) SQL Server Analysis Services
14 53 (4.38%) Data Lake
14 53 (4.38%) MongoDB
15 45 (3.72%) RDBMS
16 42 (3.47%) SAP HANA
17 41 (3.39%) QlikView
18 37 (3.06%) Data Mining
19 35 (2.89%) Apache Cassandra
Development Applications
1 87 (7.19%) Git (software)
2 83 (6.86%) JIRA
3 73 (6.03%) Jenkins
4 24 (1.98%) JUnit
5 20 (1.65%) Visual Studio
6 19 (1.57%) Maven
7 17 (1.40%) Cucumber
8 15 (1.24%) Selenium
8 15 (1.24%) TeamCity
9 13 (1.07%) Subversion
10 12 (0.99%) JMeter
10 12 (0.99%) SpecFlow
10 12 (0.99%) Vagrant
11 11 (0.91%) GitLab
12 10 (0.83%) SQL Server Management Studio (SSMS)
12 10 (0.83%) Team Foundation Server
13 9 (0.74%) SoapUI
14 7 (0.58%) Bitbucket
14 7 (0.58%) WebDriver
15 6 (0.50%) Eclipse
General
1 273 (22.56%) Finance
2 171 (14.13%) Marketing
3 134 (11.07%) Retail
4 98 (8.10%) Telecoms
5 51 (4.21%) Manufacturing
6 46 (3.80%) Advertising
7 27 (2.23%) Publishing
8 21 (1.74%) Electronics
9 20 (1.65%) Pharmaceutical
10 16 (1.32%) Banking
10 16 (1.32%) Legal
11 9 (0.74%) Automotive
11 9 (0.74%) Games
12 6 (0.50%) Back Office
12 6 (0.50%) Brand Awareness
12 6 (0.50%) Law
13 5 (0.41%) Billing
13 5 (0.41%) Local Government
14 4 (0.33%) Front Office
14 4 (0.33%) Military
Job Titles
1 287 (23.72%) Developer
2 223 (18.43%) Analyst
3 86 (7.11%) Architect
4 75 (6.20%) Data Scientist
5 65 (5.37%) Data Engineer
6 54 (4.46%) Data Analyst
7 51 (4.21%) Software Developer
8 49 (4.05%) Consultant
8 49 (4.05%) Senior Developer
9 46 (3.80%) .NET Developer
10 43 (3.55%) Business Analyst
11 40 (3.31%) Data Architect
12 39 (3.22%) Business Intelligence Analyst
12 39 (3.22%) Python Developer
13 37 (3.06%) Software Engineer
14 36 (2.98%) DevOps Engineer
15 32 (2.64%) C# Developer
15 32 (2.64%) Java Developer
16 31 (2.56%) Senior Analyst
16 31 (2.56%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 160 (13.22%) HTML
2 141 (11.65%) CSS
3 113 (9.34%) .NET
4 102 (8.43%) Web Services
5 100 (8.26%) AngularJS
6 72 (5.95%) Kafka
7 51 (4.21%) jQuery
8 48 (3.97%) RESTful
9 43 (3.55%) HTML5
9 43 (3.55%) React
10 41 (3.39%) XML
11 38 (3.14%) ASP.NET
11 38 (3.14%) JSON
12 37 (3.06%) CSS3
13 36 (2.98%) D3.js
14 30 (2.48%) ASP.NET MVC
14 30 (2.48%) TensorFlow
15 29 (2.40%) Node.js
16 28 (2.31%) Spring
17 27 (2.23%) ggplot
Miscellaneous
1 185 (15.29%) Analytical Skills
2 125 (10.33%) Computer Science
3 114 (9.42%) User Experience
4 99 (8.18%) Algorithms
5 51 (4.21%) Management Information System
6 38 (3.14%) Self-Motivation
7 35 (2.89%) FMCG
8 28 (2.31%) Social Network
9 25 (2.07%) Greenfield Project
10 24 (1.98%) Life Science
11 23 (1.90%) Mobile App
12 22 (1.82%) Enterprise Software
13 20 (1.65%) Social Media
14 18 (1.49%) Mainframe
14 18 (1.49%) NHS
15 17 (1.40%) Data Structures
16 16 (1.32%) Data Centre
17 12 (0.99%) Robotics
18 11 (0.91%) Credit Risk
18 11 (0.91%) Video on Demand
Operating Systems
1 124 (10.25%) Linux
2 70 (5.79%) Windows
3 28 (2.31%) Apple iOS
4 26 (2.15%) Android
5 20 (1.65%) Unix
6 16 (1.32%) CentOS
7 13 (1.07%) Red Hat Enterprise Linux
8 9 (0.74%) Windows Server
9 7 (0.58%) Debian
10 5 (0.41%) Ubuntu
11 3 (0.25%) Windows Server 2008
12 2 (0.17%) Windows Server 2012
13 1 (0.083%) DC/OS
13 1 (0.083%) Mesosphere
13 1 (0.083%) Windows 10
Processes & Methodologies
1 412 (34.05%) Agile Software Development
2 348 (28.76%) Business Intelligence
3 297 (24.55%) Data Analytics
4 214 (17.69%) Data Science
5 210 (17.36%) Visualisation
6 164 (13.55%) Machine Learning
7 154 (12.73%) Data Modelling
7 154 (12.73%) Problem-Solving
8 148 (12.23%) Data Visualisation
9 130 (10.74%) Data Management
10 119 (9.83%) ETL
11 118 (9.75%) Mathematics
11 118 (9.75%) Scrum
12 112 (9.26%) Data Engineering
12 112 (9.26%) Software Engineering
13 109 (9.01%) Artificial Intelligence
14 95 (7.85%) Decision-Making
15 89 (7.36%) DevOps
16 85 (7.02%) Data Integration
17 83 (6.86%) E-Commerce
Programming Languages
1 415 (34.30%) SQL
2 257 (21.24%) Python
3 229 (18.93%) Java
4 207 (17.11%) JavaScript
5 121 (10.00%) C#
6 108 (8.93%) R
7 98 (8.10%) T-SQL
8 93 (7.69%) C++
9 56 (4.63%) C
10 45 (3.72%) Go
11 40 (3.31%) Scala
12 32 (2.64%) VBA
13 30 (2.48%) PHP
13 30 (2.48%) PowerShell
13 30 (2.48%) Shell Script
14 27 (2.23%) Ruby
15 25 (2.07%) Bash Shell
16 22 (1.82%) Data Analysis Expressions (DAX)
17 20 (1.65%) Delphi
17 20 (1.65%) PL/SQL
Qualifications
1 271 (22.40%) Degree
2 48 (3.97%) Security Cleared
3 43 (3.55%) PhD
4 40 (3.31%) SC Cleared
5 39 (3.22%) Computer Science Degree
6 25 (2.07%) Master's Degree
7 21 (1.74%) DV Cleared
8 12 (0.99%) ISEB
9 10 (0.83%) CISSP
9 10 (0.83%) Numerate Degree
10 6 (0.50%) Analytics IQ
10 6 (0.50%) Microsoft Certification
11 5 (0.41%) MBA
11 5 (0.41%) SANS
11 5 (0.41%) SAP Certification
11 5 (0.41%) TOGAF Certification
12 4 (0.33%) MCSE
12 4 (0.33%) PMI Certification
13 3 (0.25%) CISA
13 3 (0.25%) ISTQB
Quality Assurance & Compliance
1 79 (6.53%) QA
2 41 (3.39%) Data Quality
3 13 (1.07%) SLA
4 10 (0.83%) ISO/IEC 27001
5 9 (0.74%) GDPR
5 9 (0.74%) PMO
5 9 (0.74%) Sarbanes-Oxley
6 8 (0.66%) PCI DSS
7 7 (0.58%) GPG13
8 5 (0.41%) GxP
9 4 (0.33%) COBIT
10 2 (0.17%) PA-DSS
11 1 (0.083%) Cyber Essentials
11 1 (0.083%) IFRS
11 1 (0.083%) IFRS 9
11 1 (0.083%) ISO 9001
11 1 (0.083%) ISO/IEC 12207
System Software
1 43 (3.55%) Docker
2 21 (1.74%) Apache Flume
3 17 (1.40%) Active Directory
4 12 (0.99%) HDFS
4 12 (0.99%) vSphere
5 11 (0.91%) VirtualBox
6 10 (0.83%) VMware Infrastructure
7 8 (0.66%) Virtual Machines
8 4 (0.33%) VMware ESXi
9 2 (0.17%) Hyper-V
9 2 (0.17%) NFS
9 2 (0.17%) VMware NSX
10 1 (0.083%) Apache ZooKeeper
10 1 (0.083%) Samba
10 1 (0.083%) Snort
10 1 (0.083%) XenApp
10 1 (0.083%) XenDesktop
Systems Management
1 43 (3.55%) Hadoop YARN
2 38 (3.14%) Ansible
3 36 (2.98%) Kubernetes
4 30 (2.48%) Terraform
5 27 (2.23%) Opscode Chef
5 27 (2.23%) Puppet
6 11 (0.91%) Kibana
7 10 (0.83%) Salt
8 9 (0.74%) Packer
9 7 (0.58%) SCCM
10 6 (0.50%) EMC NetWorker
11 5 (0.41%) Nagios
11 5 (0.41%) QRadar
11 5 (0.41%) Rundeck
11 5 (0.41%) ZABBIX
12 4 (0.33%) Core Impact
12 4 (0.33%) Nexpose
12 4 (0.33%) Oozie
12 4 (0.33%) OpenVAS
12 4 (0.33%) RSA Security Analytics
Vendors
1 200 (16.53%) Microsoft
2 163 (13.47%) Google
3 161 (13.31%) Tableau
4 132 (10.91%) SAP
5 95 (7.85%) Oracle
6 33 (2.73%) Salesforce.com
7 30 (2.48%) Talend
8 27 (2.23%) Adobe
8 27 (2.23%) Hortonworks
9 19 (1.57%) Cloudera
10 13 (1.07%) SolarWinds
11 11 (0.91%) IBM
11 11 (0.91%) VMware
12 10 (0.83%) Cisco
12 10 (0.83%) Facebook
12 10 (0.83%) HP
12 10 (0.83%) Informatica
12 10 (0.83%) Optimizely
13 9 (0.74%) Alteryx
13 9 (0.74%) LogRhythm