Period
to 22 September 2019

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 22 September 2019 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
22 Sep 2019
Same period 2018 Same period 2017
Rank 57 74 98
Rank change year-on-year +17 +24 -12
Permanent jobs citing Analytics 1,198 1,168 922
As % of all permanent IT jobs advertised in the South East 4.69% 3.97% 3.17%
As % of the Processes & Methodologies category 5.17% 4.40% 3.51%
Number of salaries quoted 873 934 757
South East median annual salary £55,000 £50,952 £50,000
Median salary % change year-on-year +7.95% +1.90% -
10th Percentile £31,500 £31,250 £27,500
90th Percentile £82,500 £77,500 £71,150
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - -

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 23,190 26,535 26,258
As % of all permanent IT jobs advertised in the South East 90.76% 90.23% 90.17%
Number of salaries quoted 18,515 21,927 21,602
South East median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £28,000 £28,500 £26,750
90th Percentile £75,000 £70,100 £68,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -

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 22 September 2019.

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 22 September 2019. 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 +8 590 £57,500 +4.55% 70
Berkshire +16 342 £62,500 +13.64% 35
Hampshire +15 245 £50,000 +12.36% 33
Surrey +35 203 £60,000 +9.09% 33
Oxfordshire 0 129 £61,250 +11.36% 17
Buckinghamshire +36 119 £47,500 - 18
West Sussex +24 61 £47,500 +15.85% 10
East Sussex -4 50 £47,500 -7.77% 2
Kent -4 29 £46,250 +7.20% 15
Middlesex +1 9 £48,750 -32.76%
Sussex +5 1 £30,000 -61.29%
Analytics
England

For the 6 months to 22 September 2019, 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.

1 441 (36.81%) Agile Software Development
2 365 (30.47%) Data Analytics
3 344 (28.71%) Business Intelligence
4 333 (27.80%) SQL
5 232 (19.37%) Python
6 207 (17.28%) Degree
7 199 (16.61%) Finance
8 197 (16.44%) Java
8 197 (16.44%) Analytical Skills
9 186 (15.53%) SQL Server
10 177 (14.77%) AWS
11 173 (14.44%) Microsoft
12 172 (14.36%) Marketing
13 163 (13.61%) Problem-Solving
14 154 (12.85%) DevOps
14 154 (12.85%) Azure
14 154 (12.85%) Big Data
15 149 (12.44%) JavaScript
16 141 (11.77%) Data Warehouse
17 139 (11.60%) Power BI
17 139 (11.60%) Power Platform
18 137 (11.44%) C#
19 135 (11.27%) Visualisation
20 133 (11.10%) Machine Learning
21 126 (10.52%) Git (software)
22 124 (10.35%) ETL
23 116 (9.68%) Project Management
23 116 (9.68%) Scrum
24 115 (9.60%) .NET
25 106 (8.85%) Data Modelling

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 73 (6.09%) Apache Spark
2 40 (3.34%) SAS
3 34 (2.84%) Apache
4 28 (2.34%) Confluence
5 23 (1.92%) CMS
6 21 (1.75%) Elasticsearch
7 19 (1.59%) Tomcat
8 15 (1.25%) Oracle Workflow
9 12 (1.00%) JBoss
9 12 (1.00%) Smallworld
10 11 (0.92%) Apache Pig
11 9 (0.75%) SharePoint
12 7 (0.58%) Apache Solr
12 7 (0.58%) Skype for Business
12 7 (0.58%) WordPress
13 6 (0.50%) Sitefinity
14 5 (0.42%) ArcGIS
14 5 (0.42%) Drupal
14 5 (0.42%) WebLogic
15 4 (0.33%) Oracle SOA Suite
Applications
1 80 (6.68%) Microsoft Excel
2 65 (5.43%) Microsoft Office
3 23 (1.92%) Microsoft PowerPoint
4 9 (0.75%) MS Visio
4 9 (0.75%) Spreadsheet
5 7 (0.58%) Fireworks
5 7 (0.58%) Photoshop
5 7 (0.58%) Sketch
6 6 (0.50%) Microsoft Project
7 5 (0.42%) GNU Octave
7 5 (0.42%) InVision
8 4 (0.33%) Stata
9 2 (0.17%) Adobe Creative Suite
9 2 (0.17%) Adobe Illustrator
9 2 (0.17%) SPSS
10 1 (0.083%) Adobe Premiere
10 1 (0.083%) Chatbot
10 1 (0.083%) CPLEX
10 1 (0.083%) Marvel
10 1 (0.083%) Simulink
Business Applications
1 13 (1.09%) SAP BPC
1 13 (1.09%) SAP S/4HANA
2 8 (0.67%) SAP ERP
3 5 (0.42%) Cognos TM1
3 5 (0.42%) Salesforce.com CRM
4 3 (0.25%) PeopleSoft Financials
4 3 (0.25%) PeopleSoft HCM
4 3 (0.25%) SAP CRM
4 3 (0.25%) SAP IBP
5 2 (0.17%) HFM
5 2 (0.17%) Hyperion Planning
5 2 (0.17%) Magento
5 2 (0.17%) Oracle Payables
5 2 (0.17%) Oracle Receivables
6 1 (0.083%) Adobe Campaign
6 1 (0.083%) Optimost
6 1 (0.083%) Oracle Assets
6 1 (0.083%) Oracle Cash Management
6 1 (0.083%) Oracle General Ledger
6 1 (0.083%) Oracle Subledger Accounting
Cloud Services
1 177 (14.77%) AWS
2 154 (12.85%) Azure
3 139 (11.60%) Power Platform
4 78 (6.51%) Google Analytics
5 56 (4.67%) SaaS
6 37 (3.09%) Serverless
7 32 (2.67%) PaaS
8 30 (2.50%) IaaS
8 30 (2.50%) Office 365
9 29 (2.42%) Amazon S3
10 28 (2.34%) GCP
11 24 (2.00%) Azure Data Factory
12 23 (1.92%) Amazon EC2
13 19 (1.59%) Dynamics 365
14 18 (1.50%) Cloud Computing
15 16 (1.34%) Adobe Analytics
16 15 (1.25%) AWS Lambda
17 14 (1.17%) Amazon EMR
18 10 (0.83%) Firebase
19 8 (0.67%) Google Tag Manager
Communications & Networking
1 22 (1.84%) Firewall
1 22 (1.84%) Internet
2 21 (1.75%) TCP/IP
3 16 (1.34%) DNS
4 12 (1.00%) DHCP
5 11 (0.92%) VPN
6 10 (0.83%) Bluetooth
6 10 (0.83%) WAN
7 9 (0.75%) VoIP
8 8 (0.67%) SSL
9 7 (0.58%) Cisco ASA
9 7 (0.58%) PSTN
9 7 (0.58%) Skype
9 7 (0.58%) Wireless
9 7 (0.58%) Wireshark
10 6 (0.50%) Ethernet
11 5 (0.42%) HSRP
11 5 (0.42%) MPLS
11 5 (0.42%) VRRP
12 3 (0.25%) Unified Communications
Database & Business Intelligence
1 186 (15.53%) SQL Server
2 154 (12.85%) Big Data
3 141 (11.77%) Data Warehouse
4 139 (11.60%) Power BI
5 90 (7.51%) NoSQL
6 63 (5.26%) Data Lake
7 60 (5.01%) Hadoop
8 56 (4.67%) SQL Server Integration Services
9 53 (4.42%) Relational Database
10 52 (4.34%) QlikView
11 45 (3.76%) BusinessObjects
12 43 (3.59%) Apache Cassandra
13 41 (3.42%) MySQL
14 39 (3.26%) MongoDB
15 35 (2.92%) SQL Server Reporting Services
16 31 (2.59%) PostgreSQL
17 28 (2.34%) Azure SQL Data Warehouse
17 28 (2.34%) SAP HANA
18 25 (2.09%) Apache Hive
19 24 (2.00%) Data Mining
Development Applications
1 126 (10.52%) Git (software)
2 67 (5.59%) JIRA
3 56 (4.67%) Visual Studio
4 47 (3.92%) Jenkins
5 42 (3.51%) Team Foundation Server
6 31 (2.59%) WiX
7 22 (1.84%) Visual Studio Team System
8 17 (1.42%) Maven
9 10 (0.83%) Crashlytics
9 10 (0.83%) GitLab
9 10 (0.83%) Mockito
10 9 (0.75%) Selenium
11 8 (0.67%) Subversion
12 7 (0.58%) Octopus Deploy
12 7 (0.58%) webpack
13 6 (0.50%) Axure RP
13 6 (0.50%) git-flow
13 6 (0.50%) Sinon.JS
13 6 (0.50%) TeamCity
13 6 (0.50%) Vagrant
General
1 199 (16.61%) Finance
2 172 (14.36%) Marketing
3 85 (7.10%) Retail
4 67 (5.59%) Telecoms
5 34 (2.84%) Games
6 33 (2.75%) Manufacturing
7 29 (2.42%) Public Sector
8 22 (1.84%) Legal
9 21 (1.75%) Electronics
10 20 (1.67%) Publishing
11 10 (0.83%) Back Office
12 8 (0.67%) Aerospace
13 7 (0.58%) Billing
14 6 (0.50%) Banking
14 6 (0.50%) Local Government
14 6 (0.50%) Pharmaceutical
15 5 (0.42%) Automotive
15 5 (0.42%) Law
15 5 (0.42%) Military
16 4 (0.33%) German Language
Job Titles
1 276 (23.04%) Developer
2 208 (17.36%) Analyst
3 86 (7.18%) Architect
4 70 (5.84%) Data Analyst
5 67 (5.59%) Senior Developer
6 61 (5.09%) Software Developer
7 49 (4.09%) Java Developer
8 48 (4.01%) Consultant
9 47 (3.92%) C# Developer
10 43 (3.59%) Data Architect
11 40 (3.34%) Data Engineer
12 36 (3.01%) .NET Developer
13 34 (2.84%) Data Scientist
14 33 (2.75%) Business Intelligence Analyst
14 33 (2.75%) Senior Java Developer
15 32 (2.67%) Junior
15 32 (2.67%) Software Engineer
16 29 (2.42%) Business Intelligence Developer
16 29 (2.42%) Development Manager
17 28 (2.34%) Solutions Architect
Libraries, Frameworks & Software Standards
1 115 (9.60%) .NET
2 106 (8.85%) AngularJS
3 84 (7.01%) HTML
4 75 (6.26%) React
5 68 (5.68%) jQuery
6 61 (5.09%) Node.js
7 60 (5.01%) CSS
8 58 (4.84%) Twitter Bootstrap
9 53 (4.42%) Web Services
10 51 (4.26%) XML
11 43 (3.59%) Ajax
12 40 (3.34%) KnockoutJS
13 39 (3.26%) HTML5
13 39 (3.26%) JSON
13 39 (3.26%) REST
14 38 (3.17%) ASP.NET Web API
14 38 (3.17%) Spring
15 36 (3.01%) Kafka
16 33 (2.75%) WCF
17 31 (2.59%) ASP.NET
Miscellaneous
1 197 (16.44%) Analytical Skills
2 102 (8.51%) User Experience
3 59 (4.92%) Management Information System
4 58 (4.84%) Self-Motivation
5 47 (3.92%) Algorithms
6 41 (3.42%) Enterprise Software
7 40 (3.34%) Video Conferencing
8 34 (2.84%) Social Media
8 34 (2.84%) Virtual Team
9 30 (2.50%) Data Structures
10 26 (2.17%) Mobile App
11 25 (2.09%) Public Cloud
12 23 (1.92%) Driving Licence
13 22 (1.84%) Greenfield Project
14 21 (1.75%) Digital Signage
15 17 (1.42%) Private Cloud
15 17 (1.42%) Video on Demand
16 15 (1.25%) Digital Media
17 14 (1.17%) FMCG
18 13 (1.09%) CUDA
Operating Systems
1 104 (8.68%) Linux
2 101 (8.43%) Windows
3 44 (3.67%) Android
4 25 (2.09%) Windows Server
5 22 (1.84%) Apple iOS
6 11 (0.92%) Windows Server 2008
7 6 (0.50%) Windows 10
7 6 (0.50%) Windows 7
8 4 (0.33%) Red Hat Enterprise Linux
8 4 (0.33%) Unix
8 4 (0.33%) Windows Server 2012
9 3 (0.25%) Mac OS X
10 2 (0.17%) Mac OS
10 2 (0.17%) VMS
11 1 (0.083%) Windows Server 2003
Processes & Methodologies
1 441 (36.81%) Agile Software Development
2 365 (30.47%) Data Analytics
3 344 (28.71%) Business Intelligence
4 163 (13.61%) Problem-Solving
5 154 (12.85%) DevOps
6 135 (11.27%) Visualisation
7 133 (11.10%) Machine Learning
8 124 (10.35%) ETL
9 116 (9.68%) Project Management
9 116 (9.68%) Scrum
10 106 (8.85%) Data Modelling
10 106 (8.85%) Data Science
11 104 (8.68%) Computer Science
12 103 (8.60%) Data Management
13 100 (8.35%) Mathematics
14 98 (8.18%) Artificial Intelligence
15 95 (7.93%) Software Engineering
16 87 (7.26%) E-Commerce
17 82 (6.84%) Data Visualisation
18 78 (6.51%) Data Analysis
Programming Languages
1 333 (27.80%) SQL
2 232 (19.37%) Python
3 197 (16.44%) Java
4 149 (12.44%) JavaScript
5 137 (11.44%) C#
6 77 (6.43%) R
7 70 (5.84%) C++
8 60 (5.01%) PowerShell
9 48 (4.01%) C
10 41 (3.42%) Scala
11 26 (2.17%) Ruby
11 26 (2.17%) T-SQL
12 24 (2.00%) Go
12 24 (2.00%) PHP
13 23 (1.92%) Java 8
14 20 (1.67%) VBA
15 18 (1.50%) VB
16 17 (1.42%) Bash Shell
17 15 (1.25%) MATLAB
17 15 (1.25%) Perl
Qualifications
1 207 (17.28%) Degree
2 80 (6.68%) Security Cleared
3 58 (4.84%) SC Cleared
4 51 (4.26%) DV Cleared
5 33 (2.75%) Computer Science Degree
6 17 (1.42%) Master's Degree
7 10 (0.83%) PhD
8 8 (0.67%) DBS Check
8 8 (0.67%) PMI Certification
9 7 (0.58%) Microsoft Certification
9 7 (0.58%) Numerate Degree
10 6 (0.50%) AWS Certification
11 5 (0.42%) PMP
12 3 (0.25%) CCNA
12 3 (0.25%) Cisco Certification
12 3 (0.25%) Postgraduate
12 3 (0.25%) TOGAF Certification
13 2 (0.17%) CISSP
13 2 (0.17%) ISEB
13 2 (0.17%) MCSA
Quality Assurance & Compliance
1 62 (5.18%) Data Quality
2 53 (4.42%) QA
3 24 (2.00%) GDPR
3 24 (2.00%) PMO
4 8 (0.67%) SLA
5 7 (0.58%) ISO/IEC 27001
6 4 (0.33%) PCI DSS
7 1 (0.083%) Actionable Recommendations
7 1 (0.083%) Cyber Essentials
7 1 (0.083%) IFRS
7 1 (0.083%) ISO/IEC 20000
7 1 (0.083%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 1 (0.083%) NIST
7 1 (0.083%) PSD2
System Software
1 82 (6.84%) Docker
2 25 (2.09%) Active Directory
3 13 (1.09%) VMware Infrastructure
4 12 (1.00%) vCloud
5 9 (0.75%) Virtual Machines
6 5 (0.42%) vSphere
7 3 (0.25%) Apache Flume
7 3 (0.25%) Apache ZooKeeper
7 3 (0.25%) HDFS
7 3 (0.25%) VirtualBox
8 2 (0.17%) Firmware
8 2 (0.17%) Hyper-V
8 2 (0.17%) Microsoft App-V
8 2 (0.17%) NFS
8 2 (0.17%) Virtual Desktop
8 2 (0.17%) XenDesktop
9 1 (0.083%) XenApp
Systems Management
1 47 (3.92%) Ansible
2 40 (3.34%) Kubernetes
3 34 (2.84%) Terraform
4 28 (2.34%) Puppet
5 18 (1.50%) Opscode Chef
6 13 (1.09%) vCenter Server
7 11 (0.92%) Single Sign-On
8 9 (0.75%) Hadoop YARN
9 5 (0.42%) HP Quality Center
9 5 (0.42%) SCCM
10 4 (0.33%) BMC PATROL
10 4 (0.33%) Microsoft Intune
10 4 (0.33%) Nagios
11 3 (0.25%) Docker Swarm
11 3 (0.25%) Grafana
11 3 (0.25%) Prometheus
11 3 (0.25%) Salt
11 3 (0.25%) SCOM
12 2 (0.17%) QRadar
12 2 (0.17%) vRealize
Vendors
1 173 (14.44%) Microsoft
2 105 (8.76%) Oracle
3 101 (8.43%) Tableau
4 90 (7.51%) Google
5 88 (7.35%) SAP
6 50 (4.17%) Salesforce.com
7 33 (2.75%) Adobe
8 26 (2.17%) VMware
9 25 (2.09%) Databricks
10 23 (1.92%) Informatica
11 18 (1.50%) Cisco
11 18 (1.50%) IBM
12 16 (1.34%) ServiceNow
13 15 (1.25%) Cognos
14 14 (1.17%) AppDynamics
15 11 (0.92%) MicroStrategy
16 9 (0.75%) Alteryx
16 9 (0.75%) Citrix
16 9 (0.75%) LogRhythm
16 9 (0.75%) Telerik