Period
to 15 December 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 15 December 2018 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 62 89 86
Rank change year-on-year +27 -3 +10
Permanent jobs citing Analytics 1,246 1,083 1,158
As % of all permanent IT jobs advertised in the South East 4.48% 3.46% 3.41%
As % of the Processes & Methodologies category 4.92% 3.84% 3.82%
Number of salaries quoted 931 904 928
South East median annual salary £52,500 £47,500 £50,000
Median salary % change year-on-year +10.53% -5.00% +5.26%
10th Percentile £32,500 £30,000 £29,750
90th Percentile £79,500 £73,750 £76,250
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

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 25,334 28,172 30,349
As % of all permanent IT jobs advertised in the South East 91.02% 89.95% 89.41%
Number of salaries quoted 20,715 23,195 25,169
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,250 £27,000 £27,500
90th Percentile £72,500 £68,750 £68,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 15 December 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 15 December 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 +35 662 £55,000 +10.00% 83
Berkshire +30 422 £55,000 +2.80% 39
Hampshire +10 249 £52,500 +16.67% 33
Oxfordshire +28 193 £57,500 +9.52% 28
Surrey +28 191 £55,000 +4.76% 31
East Sussex +25 83 £53,500 +0.63% 7
Buckinghamshire -36 47 £51,250 +17.82% 17
Kent +31 31 £46,250 -11.90% 4
West Sussex -26 22 £40,000 -36.00% 2
Sussex +13 9 £77,500 +34.78%
Middlesex -1 8 £72,500 +1.75%
Analytics
England

For the 6 months to 15 December 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.

1 420 (33.71%) Agile Software Development
2 417 (33.47%) SQL
3 382 (30.66%) Business Intelligence
4 331 (26.57%) Degree
5 301 (24.16%) Finance
6 288 (23.11%) Data Analytics
7 287 (23.03%) Data Science
8 255 (20.47%) Visualisation
9 238 (19.10%) Python
10 230 (18.46%) Microsoft Azure
11 214 (17.17%) Microsoft
12 212 (17.01%) Tableau
13 207 (16.61%) Power BI
14 205 (16.45%) Big Data
14 205 (16.45%) Data Visualisation
15 196 (15.73%) Java
15 196 (15.73%) Analytical Skills
16 189 (15.17%) JavaScript
16 189 (15.17%) Data Modelling
17 173 (13.88%) SQL Server
18 172 (13.80%) Retail
19 171 (13.72%) Artificial Intelligence
19 171 (13.72%) Mathematics
19 171 (13.72%) Problem-Solving
20 163 (13.08%) R
21 161 (12.92%) Data Engineering
22 156 (12.52%) SAP
23 152 (12.20%) Marketing
23 152 (12.20%) Amazon AWS
24 146 (11.72%) Hadoop

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
1 125 (10.03%) Apache Spark
2 112 (8.99%) SAS
3 62 (4.98%) Apache
4 32 (2.57%) CMS
5 23 (1.85%) Confluence
6 16 (1.28%) Elasticsearch
7 13 (1.04%) Sitecore CMS
8 9 (0.72%) IIS
9 7 (0.56%) Apache Solr
9 7 (0.56%) SharePoint
10 6 (0.48%) Oracle Workflow
10 6 (0.48%) Tomcat
11 5 (0.40%) Adobe Experience Manager
11 5 (0.40%) Apache Pig
12 4 (0.32%) Hyperledger
12 4 (0.32%) Marvel
12 4 (0.32%) OpenStack
12 4 (0.32%) Skype for Business
13 3 (0.24%) Oracle SOA Suite
13 3 (0.24%) WildFly
Applications
1 81 (6.50%) Microsoft Excel
2 38 (3.05%) Microsoft Office
3 27 (2.17%) Microsoft PowerPoint
4 8 (0.64%) MS Visio
5 6 (0.48%) Spreadsheet
6 5 (0.40%) Adobe After Effects
6 5 (0.40%) Adobe Illustrator
6 5 (0.40%) SPSS
7 4 (0.32%) InVision
7 4 (0.32%) Photoshop
8 2 (0.16%) Microsoft Project
8 2 (0.16%) Stata
Business Applications
1 12 (0.96%) SAP S/4HANA
2 8 (0.64%) Dynamics CRM
3 5 (0.40%) Oracle EBS
3 5 (0.40%) Payment Gateway
3 5 (0.40%) SAP BPC
3 5 (0.40%) SAP GRC
3 5 (0.40%) SAP GTS
3 5 (0.40%) SAP MDG
4 4 (0.32%) Eloqua
4 4 (0.32%) PeopleSoft HCM
4 4 (0.32%) SAP Hybris
5 3 (0.24%) SAP ERP
5 3 (0.24%) SAP Oil and Gas
5 3 (0.24%) SAP PP
6 1 (0.080%) Dynamics NAV
6 1 (0.080%) Oracle CRM
6 1 (0.080%) SAP CO
6 1 (0.080%) SAP FI/CO
6 1 (0.080%) SAP QM
6 1 (0.080%) TrackWise
Cloud Services
1 230 (18.46%) Microsoft Azure
2 152 (12.20%) Amazon AWS
3 118 (9.47%) Google Analytics
4 58 (4.65%) SaaS
5 37 (2.97%) PaaS
6 29 (2.33%) Cloud Computing
7 26 (2.09%) AdWords
8 20 (1.61%) IaaS
9 16 (1.28%) Azure Data Factory
9 16 (1.28%) GitHub
9 16 (1.28%) Google Cloud Platform
10 13 (1.04%) Adobe Analytics
10 13 (1.04%) Amazon S3
11 12 (0.96%) Amazon EC2
12 11 (0.88%) AWS CloudFormation
13 10 (0.80%) Amazon EMR
14 8 (0.64%) Data Lake Analytics
14 8 (0.64%) Serverless
15 7 (0.56%) Office 365
16 6 (0.48%) Amazon CloudWatch
Communications & Networking
1 21 (1.69%) Firewall
2 19 (1.52%) LAN
2 19 (1.52%) WAN
3 15 (1.20%) MPLS
3 15 (1.20%) TCP/IP
4 14 (1.12%) VPN
5 13 (1.04%) Ethernet
6 12 (0.96%) Internet
6 12 (0.96%) VLAN
7 11 (0.88%) Intrusion Detection
7 11 (0.88%) PPP
8 9 (0.72%) HTTP
9 7 (0.56%) SNMP
9 7 (0.56%) Wireless
10 6 (0.48%) Skype
11 5 (0.40%) DNS
11 5 (0.40%) iBeacon
11 5 (0.40%) Network Security
11 5 (0.40%) Unified Communications
12 3 (0.24%) SMS
Database & Business Intelligence
1 207 (16.61%) Power BI
2 205 (16.45%) Big Data
3 173 (13.88%) SQL Server
4 146 (11.72%) Hadoop
5 128 (10.27%) Data Warehouse
6 98 (7.87%) NoSQL
7 91 (7.30%) Apache Hive
8 72 (5.78%) MySQL
9 70 (5.62%) SAP BW
10 65 (5.22%) Relational Database
11 60 (4.82%) SQL Server Reporting Services
12 59 (4.74%) SQL Server Integration Services
13 51 (4.09%) Data Lake
14 50 (4.01%) MongoDB
15 49 (3.93%) QlikView
16 48 (3.85%) SAP HANA
17 41 (3.29%) Text Mining
18 37 (2.97%) RDBMS
19 33 (2.65%) SQL Server Analysis Services
20 32 (2.57%) Apache Cassandra
Development Applications
1 94 (7.54%) Git (software)
2 73 (5.86%) JIRA
3 55 (4.41%) Jenkins
4 30 (2.41%) Visual Studio
5 19 (1.52%) Cucumber
5 19 (1.52%) Team Foundation Server
6 14 (1.12%) GitLab
6 14 (1.12%) JMeter
6 14 (1.12%) JUnit
6 14 (1.12%) Maven
6 14 (1.12%) Subversion
7 13 (1.04%) Selenium
7 13 (1.04%) Vagrant
8 10 (0.80%) SQL Server Management Studio (SSMS)
8 10 (0.80%) Visual Studio Team System
9 8 (0.64%) Bitbucket
10 7 (0.56%) SpecFlow
11 6 (0.48%) Eclipse
11 6 (0.48%) TeamCity
12 5 (0.40%) Atlassian Bamboo
General
1 301 (24.16%) Finance
2 172 (13.80%) Retail
3 152 (12.20%) Marketing
4 135 (10.83%) Telecoms
5 49 (3.93%) Manufacturing
6 39 (3.13%) Pharmaceutical
7 26 (2.09%) Legal
8 25 (2.01%) Electronics
9 24 (1.93%) Publishing
10 23 (1.85%) Advertising
11 22 (1.77%) Banking
12 15 (1.20%) Automotive
13 8 (0.64%) Local Government
14 7 (0.56%) Games
15 6 (0.48%) Back Office
16 5 (0.40%) Financial Institution
17 4 (0.32%) Brand Awareness
17 4 (0.32%) Military
18 3 (0.24%) Law
19 2 (0.16%) Billing
Job Titles
1 253 (20.30%) Developer
2 217 (17.42%) Analyst
3 105 (8.43%) Architect
4 86 (6.90%) Data Scientist
5 78 (6.26%) Data Engineer
6 55 (4.41%) .NET Developer
7 50 (4.01%) Data Analyst
8 47 (3.77%) Data Architect
9 43 (3.45%) Senior Developer
10 42 (3.37%) Business Intelligence Analyst
10 42 (3.37%) Software Developer
11 37 (2.97%) Software Engineer
12 36 (2.89%) DevOps Engineer
13 35 (2.81%) Business Analyst
14 34 (2.73%) Senior Data Engineer
15 32 (2.57%) Consultant
15 32 (2.57%) Senior Data Scientist
16 29 (2.33%) Analytics Manager
16 29 (2.33%) Python Developer
17 26 (2.09%) SQL Analyst
Libraries, Frameworks & Software Standards
1 124 (9.95%) HTML
2 121 (9.71%) CSS
3 114 (9.15%) .NET
4 105 (8.43%) AngularJS
5 74 (5.94%) Kafka
6 63 (5.06%) Web Services
7 62 (4.98%) jQuery
8 51 (4.09%) React
9 47 (3.77%) D3.js
10 41 (3.29%) ggplot
11 38 (3.05%) ASP.NET
11 38 (3.05%) HTML5
12 35 (2.81%) Node.js
13 31 (2.49%) RESTful
13 31 (2.49%) Vue.js
14 30 (2.41%) ASP.NET MVC
15 26 (2.09%) CSS3
15 26 (2.09%) JSON
15 26 (2.09%) XML
16 23 (1.85%) Spring
Miscellaneous
1 196 (15.73%) Analytical Skills
2 131 (10.51%) Algorithms
3 85 (6.82%) User Experience
4 60 (4.82%) Management Information System
5 59 (4.74%) FMCG
6 41 (3.29%) Social Network
7 32 (2.57%) Greenfield Project
8 28 (2.25%) Life Science
9 27 (2.17%) Self-Motivation
10 25 (2.01%) Data Structures
11 24 (1.93%) Mobile App
12 19 (1.52%) Enterprise Software
13 17 (1.36%) Mainframe
13 17 (1.36%) NHS
13 17 (1.36%) Social Media
13 17 (1.36%) Video on Demand
14 14 (1.12%) Data Centre
14 14 (1.12%) Robotics
15 12 (0.96%) Security Operations Centre
15 12 (0.96%) Tandem
Operating Systems
1 111 (8.91%) Linux
2 72 (5.78%) Windows
3 26 (2.09%) Unix
4 21 (1.69%) Android
5 20 (1.61%) Apple iOS
6 18 (1.44%) Red Hat Enterprise Linux
7 13 (1.04%) CentOS
8 8 (0.64%) Windows Server
9 6 (0.48%) Debian
10 5 (0.40%) Oracle Linux
10 5 (0.40%) SUSE
11 3 (0.24%) Windows Server 2008
12 2 (0.16%) AIX
12 2 (0.16%) Solaris
12 2 (0.16%) Ubuntu
12 2 (0.16%) Windows Server 2012
13 1 (0.080%) VMS
Processes & Methodologies
1 420 (33.71%) Agile Software Development
2 382 (30.66%) Business Intelligence
3 288 (23.11%) Data Analytics
4 287 (23.03%) Data Science
5 255 (20.47%) Visualisation
6 205 (16.45%) Data Visualisation
7 189 (15.17%) Data Modelling
8 171 (13.72%) Artificial Intelligence
8 171 (13.72%) Mathematics
8 171 (13.72%) Problem-Solving
9 161 (12.92%) Data Engineering
10 145 (11.64%) Decision-Making
11 142 (11.40%) Scrum
12 138 (11.08%) Data Management
13 135 (10.83%) Computer Science
14 126 (10.11%) ETL
15 121 (9.71%) Machine Learning
16 120 (9.63%) Stakeholder Management
17 109 (8.75%) Software Engineering
18 104 (8.35%) Data Analysis
Programming Languages
1 417 (33.47%) SQL
2 238 (19.10%) Python
3 196 (15.73%) Java
4 189 (15.17%) JavaScript
5 163 (13.08%) R
6 122 (9.79%) C#
7 80 (6.42%) T-SQL
8 77 (6.18%) C++
9 52 (4.17%) C
10 37 (2.97%) PowerShell
11 35 (2.81%) Go
12 26 (2.09%) Ruby
12 26 (2.09%) Scala
13 23 (1.85%) Delphi
13 23 (1.85%) PHP
13 23 (1.85%) VBA
14 22 (1.77%) Bash Shell
15 21 (1.69%) Shell Script
16 17 (1.36%) Java 8
17 14 (1.12%) Data Analysis Expressions (DAX)
Qualifications
1 331 (26.57%) Degree
2 54 (4.33%) Security Cleared
3 46 (3.69%) SC Cleared
4 43 (3.45%) Computer Science Degree
5 39 (3.13%) PhD
6 26 (2.09%) Master's Degree
7 23 (1.85%) DV Cleared
8 19 (1.52%) ISEB
9 13 (1.04%) ISTQB
10 11 (0.88%) CISSP
11 10 (0.80%) Numerate Degree
12 7 (0.56%) TOGAF Certification
13 6 (0.48%) Analytics IQ
13 6 (0.48%) MBA
13 6 (0.48%) Microsoft Certification
13 6 (0.48%) SANS
14 5 (0.40%) SAP Certification
15 4 (0.32%) MCSE
16 3 (0.24%) CISA
16 3 (0.24%) Cisco Certification
Quality Assurance & Compliance
1 73 (5.86%) QA
2 61 (4.90%) Data Quality
3 18 (1.44%) SLA
4 17 (1.36%) GDPR
5 10 (0.80%) PMO
6 9 (0.72%) ISO/IEC 27001
7 7 (0.56%) GPG13
8 5 (0.40%) GxP
8 5 (0.40%) PCI DSS
8 5 (0.40%) Sarbanes-Oxley
9 4 (0.32%) PA-DSS
10 1 (0.080%) Cyber Essentials
10 1 (0.080%) IFRS
10 1 (0.080%) IFRS 9
System Software
1 44 (3.53%) Docker
2 14 (1.12%) vSphere
3 13 (1.04%) Apache Flume
3 13 (1.04%) VirtualBox
4 12 (0.96%) Active Directory
5 9 (0.72%) Virtual Machines
6 8 (0.64%) VMware Infrastructure
7 6 (0.48%) HDFS
8 4 (0.32%) VMware ESXi
9 3 (0.24%) GFS2
10 2 (0.16%) NFS
10 2 (0.16%) Samba
10 2 (0.16%) VMware NSX
11 1 (0.080%) Apache ZooKeeper
11 1 (0.080%) Hyper-V
11 1 (0.080%) Snort
11 1 (0.080%) XenApp
11 1 (0.080%) XenDesktop
Systems Management
1 47 (3.77%) Hadoop YARN
2 41 (3.29%) Ansible
3 37 (2.97%) Kubernetes
4 33 (2.65%) Puppet
5 30 (2.41%) Terraform
6 28 (2.25%) Opscode Chef
7 12 (0.96%) Salt
8 10 (0.80%) Kibana
9 9 (0.72%) SCCM
10 6 (0.48%) Nagios
10 6 (0.48%) Packer
11 5 (0.40%) EMC NetWorker
12 4 (0.32%) Oozie
12 4 (0.32%) Rundeck
12 4 (0.32%) ZABBIX
13 3 (0.24%) Grafana
14 2 (0.16%) SCOM
14 2 (0.16%) Single Sign-On
14 2 (0.16%) Systems Management Server (SMS)
14 2 (0.16%) vCenter Server
Vendors
1 214 (17.17%) Microsoft
2 212 (17.01%) Tableau
3 156 (12.52%) SAP
4 136 (10.91%) Google
5 78 (6.26%) Oracle
6 29 (2.33%) Salesforce.com
7 20 (1.61%) Adobe
8 17 (1.36%) Hortonworks
9 15 (1.20%) Cloudera
10 13 (1.04%) IBM
10 13 (1.04%) Sitecore
11 11 (0.88%) Cisco
11 11 (0.88%) Peoplefluent
11 11 (0.88%) Telerik
12 10 (0.80%) VMware
13 9 (0.72%) Automation Anywhere
13 9 (0.72%) Cognos
13 9 (0.72%) UiPath
14 8 (0.64%) Blue Prism
14 8 (0.64%) SolarWinds