Period
to 18 November 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 18 November 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
England > South East
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 271 292 347
Rank change year-on-year +21 +55 +145
Permanent jobs citing Data Analytics 303 298 263
As % of all permanent IT jobs advertised in the South East 1.07% 0.98% 0.75%
As % of the Processes & Methodologies category 1.18% 1.09% 0.84%
Number of salaries quoted 255 273 230
South East median annual salary £60,000 £50,000 £55,000
Median salary % change year-on-year +20.00% -9.09% +10.00%
10th Percentile £35,000 £32,500 £30,000
90th Percentile £83,750 £70,000 £75,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -4.35%

Data 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 25,608 27,239 31,407
As % of all permanent IT jobs advertised in the South East 90.32% 89.56% 89.27%
Number of salaries quoted 21,093 22,477 26,100
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,500 £27,500 £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%

Data Analytics
Job Vacancy Trend in the South East

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

Job vacancy trend for Data Analytics in the South East

Data Analytics
Salary Trend in the South East

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

Salary trend for Data Analytics in the South East

Data Analytics
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Analytics in the South East over the 6 months to 18 November 2018.

Salary histogram for Data Analytics in the South East

Data 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 Data Analytics within the South East region over the 6 months to 18 November 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 +59 166 £63,000 +34.04% 18
Oxfordshire +53 93 £64,000 +2.40% 7
Hampshire -13 63 £55,000 +15.79% 8
Berkshire +13 53 £62,500 +47.06% 8
Surrey +17 46 £50,000 -23.08% 14
Buckinghamshire +1 20 £45,000 -4.26% 3
East Sussex -16 9 £41,250 -28.26% 2
West Sussex -16 9 £40,000 -38.46% 2
Sussex +8 4 £77,500 +3.33%
Kent +20 2 £65,000 +62.50% 7
Middlesex +2 1 £75,000 +15.38% 1
Data Analytics
England

For the 6 months to 18 November 2018, IT jobs citing Data 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 Data Analytics.

1 303 (100.00%) Analytics
2 132 (43.56%) SQL
3 129 (42.57%) Agile Software Development
4 103 (33.99%) Python
5 96 (31.68%) Java
6 88 (29.04%) Degree
7 83 (27.39%) Amazon AWS
8 76 (25.08%) Big Data
9 67 (22.11%) Business Intelligence
10 66 (21.78%) Hadoop
11 60 (19.80%) Computer Science
12 57 (18.81%) Linux
12 57 (18.81%) DevOps
13 56 (18.48%) Data Science
14 55 (18.15%) Machine Learning
14 55 (18.15%) Microsoft Azure
15 54 (17.82%) JavaScript
16 50 (16.50%) C++
17 49 (16.17%) AngularJS
18 47 (15.51%) Data Warehouse
19 46 (15.18%) Mathematics
19 46 (15.18%) Git (software)
20 44 (14.52%) Visualisation
20 44 (14.52%) MongoDB
20 44 (14.52%) Algorithms
21 43 (14.19%) Apache Spark
22 42 (13.86%) Finance
23 39 (12.87%) Data Management
23 39 (12.87%) R
24 38 (12.54%) NoSQL

Data 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 43 (14.19%) Apache Spark
2 17 (5.61%) SAS
3 10 (3.30%) Apache
4 7 (2.31%) Elasticsearch
5 6 (1.98%) Apache Solr
5 6 (1.98%) Confluence
6 5 (1.65%) Apache Pig
7 3 (0.99%) JBoss
7 3 (0.99%) Oracle SOA Suite
7 3 (0.99%) WildFly
8 2 (0.66%) Facebook Platform
8 2 (0.66%) IIS
8 2 (0.66%) Tomcat
9 1 (0.33%) Adobe Experience Manager
9 1 (0.33%) Jetty
9 1 (0.33%) nginx
9 1 (0.33%) Oracle Workflow
9 1 (0.33%) SharePoint
9 1 (0.33%) Skype for Business
9 1 (0.33%) WebLogic
Applications
1 7 (2.31%) Microsoft Excel
2 6 (1.98%) Microsoft PowerPoint
3 3 (0.99%) Microsoft Office
4 2 (0.66%) SPSS
Business Applications
1 7 (2.31%) Dynamics CRM
2 3 (0.99%) SAP ERP
2 3 (0.99%) SAP PP
2 3 (0.99%) SAP S/4HANA
3 1 (0.33%) Adobe Campaign
3 1 (0.33%) Payment Gateway
3 1 (0.33%) SAP QM
Cloud Services
1 83 (27.39%) Amazon AWS
2 55 (18.15%) Microsoft Azure
3 24 (7.92%) Google Analytics
4 19 (6.27%) Cloud Computing
5 14 (4.62%) SaaS
6 11 (3.63%) PaaS
7 10 (3.30%) Serverless
8 8 (2.64%) Amazon CloudWatch
9 7 (2.31%) AWS CloudFormation
9 7 (2.31%) Google Cloud Platform
10 6 (1.98%) Amazon Kinesis
10 6 (1.98%) Amazon S3
10 6 (1.98%) Cortana Intelligence Suite
10 6 (1.98%) GitHub
11 5 (1.65%) Azure Data Factory
12 4 (1.32%) Amazon EC2
12 4 (1.32%) Amazon EMR
12 4 (1.32%) AWS Lambda
12 4 (1.32%) Azure Machine Learning
12 4 (1.32%) IaaS
Communications & Networking
1 11 (3.63%) TCP/IP
1 11 (3.63%) VLAN
2 10 (3.30%) Internet
3 7 (2.31%) Ethernet
3 7 (2.31%) LAN
3 7 (2.31%) MPLS
3 7 (2.31%) VPN
3 7 (2.31%) WAN
4 6 (1.98%) Firewall
4 6 (1.98%) HTTP
5 3 (0.99%) Skype
6 2 (0.66%) SAN
6 2 (0.66%) SMS
7 1 (0.33%) DMZ
7 1 (0.33%) Kerberos
Database & Business Intelligence
1 76 (25.08%) Big Data
2 66 (21.78%) Hadoop
3 47 (15.51%) Data Warehouse
4 44 (14.52%) MongoDB
5 38 (12.54%) NoSQL
5 38 (12.54%) SQL Server
6 36 (11.88%) Apache Hive
7 27 (8.91%) Data Lake
8 25 (8.25%) Data Mining
8 25 (8.25%) Spotfire
9 19 (6.27%) Apache Cassandra
10 18 (5.94%) Relational Database
10 18 (5.94%) SQL Server Integration Services
11 15 (4.95%) Power BI
12 14 (4.62%) SQL Server Analysis Services
13 13 (4.29%) SQL Server Reporting Services
14 12 (3.96%) Neo4j
15 11 (3.63%) RDBMS
16 10 (3.30%) Azure SQL Database
16 10 (3.30%) MySQL
Development Applications
1 46 (15.18%) Git (software)
2 35 (11.55%) Jenkins
3 20 (6.60%) JIRA
4 13 (4.29%) GitLab
5 12 (3.96%) Maven
5 12 (3.96%) Vagrant
6 9 (2.97%) JUnit
7 7 (2.31%) Team Foundation Server
8 6 (1.98%) Eclipse
9 5 (1.65%) SoapUI
9 5 (1.65%) Visual Studio
10 4 (1.32%) Selenium
10 4 (1.32%) Subversion
11 3 (0.99%) Visual Studio Team System
12 2 (0.66%) Cucumber
12 2 (0.66%) Eclipse RCP
13 1 (0.33%) Bitbucket
13 1 (0.33%) Fiddler
13 1 (0.33%) Mockito
13 1 (0.33%) WebDriver
General
1 42 (13.86%) Finance
2 26 (8.58%) Marketing
3 22 (7.26%) Manufacturing
4 21 (6.93%) Retail
5 20 (6.60%) Telecoms
6 15 (4.95%) Electronics
7 5 (1.65%) Legal
7 5 (1.65%) Military
8 4 (1.32%) Advertising
8 4 (1.32%) Games
8 4 (1.32%) Publishing
9 3 (0.99%) Banking
9 3 (0.99%) Financial Institution
10 2 (0.66%) Law
11 1 (0.33%) Aerospace
11 1 (0.33%) Local Government
11 1 (0.33%) Spanish Language
Job Titles
1 92 (30.36%) Developer
2 37 (12.21%) Analyst
3 34 (11.22%) Data Scientist
4 31 (10.23%) Senior Developer
5 27 (8.91%) DevOps Engineer
6 25 (8.25%) Architect
7 21 (6.93%) Java Developer
7 21 (6.93%) Python Developer
8 20 (6.60%) Consultant
9 19 (6.27%) Data Analyst
10 18 (5.94%) Data Architect
11 16 (5.28%) Software Developer
12 11 (3.63%) Senior DevOps
12 11 (3.63%) Senior DevOps Engineer
12 11 (3.63%) Systems Engineer
13 10 (3.30%) Data Consultant
14 9 (2.97%) Business Intelligence Analyst
14 9 (2.97%) Data Engineer
14 9 (2.97%) SQL Developer
15 8 (2.64%) Analytics Consultant
Libraries, Frameworks & Software Standards
1 49 (16.17%) AngularJS
2 36 (11.88%) CSS
2 36 (11.88%) HTML
3 30 (9.90%) Web Services
4 24 (7.92%) .NET
5 23 (7.59%) React
6 22 (7.26%) RESTful
7 20 (6.60%) Django
7 20 (6.60%) Kafka
8 19 (6.27%) JSON
9 18 (5.94%) Node.js
10 17 (5.61%) jQuery
11 16 (5.28%) Spring
11 16 (5.28%) Vue.js
12 13 (4.29%) REST
13 12 (3.96%) Spring Boot
14 9 (2.97%) ASP.NET
15 8 (2.64%) ASP.NET MVC
15 8 (2.64%) Backbone.js
15 8 (2.64%) SOAP
Miscellaneous
1 60 (19.80%) Computer Science
2 44 (14.52%) Algorithms
3 34 (11.22%) Analytical Skills
4 13 (4.29%) Data Structures
5 12 (3.96%) Management Information System
6 11 (3.63%) Mobile App
7 9 (2.97%) Industry 4.0
8 8 (2.64%) Acoustics
8 8 (2.64%) Greenfield Project
8 8 (2.64%) Self-Motivation
9 7 (2.31%) NHS
10 6 (1.98%) Data Centre
10 6 (1.98%) Public Cloud
10 6 (1.98%) User Experience
11 5 (1.65%) Life Science
12 3 (0.99%) Clustering
12 3 (0.99%) Enterprise Software
12 3 (0.99%) Robotics
13 2 (0.66%) Driving Licence
13 2 (0.66%) Virtual Team
Operating Systems
1 57 (18.81%) Linux
2 28 (9.24%) Windows
3 15 (4.95%) Unix
4 12 (3.96%) Red Hat Enterprise Linux
5 9 (2.97%) Android
5 9 (2.97%) Apple iOS
6 7 (2.31%) CentOS
6 7 (2.31%) Debian
7 5 (1.65%) Oracle Linux
7 5 (1.65%) SUSE
8 2 (0.66%) AIX
8 2 (0.66%) Solaris
Processes & Methodologies
1 303 (100.00%) Analytics
2 129 (42.57%) Agile Software Development
3 67 (22.11%) Business Intelligence
4 57 (18.81%) DevOps
5 56 (18.48%) Data Science
6 55 (18.15%) Machine Learning
7 46 (15.18%) Mathematics
8 44 (14.52%) Visualisation
9 39 (12.87%) Data Management
10 38 (12.54%) Test Automation
11 37 (12.21%) ETL
12 35 (11.55%) Data Visualisation
13 34 (11.22%) Artificial Intelligence
13 34 (11.22%) Big Data Analytics
14 33 (10.89%) Software Engineering
14 33 (10.89%) TDD
15 32 (10.56%) Migration
16 29 (9.57%) Continuous Integration
16 29 (9.57%) Scrum
17 28 (9.24%) Open Source
Programming Languages
1 132 (43.56%) SQL
2 103 (33.99%) Python
3 96 (31.68%) Java
4 54 (17.82%) JavaScript
5 50 (16.50%) C++
6 39 (12.87%) R
7 24 (7.92%) Ruby
8 23 (7.59%) Delphi
9 22 (7.26%) C#
9 22 (7.26%) PowerShell
10 20 (6.60%) Bash Shell
11 16 (5.28%) Scala
12 13 (4.29%) Java 8
13 11 (3.63%) C
13 11 (3.63%) Go
13 11 (3.63%) T-SQL
14 6 (1.98%) Shell Script
15 5 (1.65%) C-shell
16 4 (1.32%) VBA
17 3 (0.99%) PL/SQL
Qualifications
1 88 (29.04%) Degree
2 27 (8.91%) SC Cleared
2 27 (8.91%) Security Cleared
3 26 (8.58%) Computer Science Degree
4 16 (5.28%) PhD
5 13 (4.29%) Master's Degree
6 12 (3.96%) DV Cleared
7 7 (2.31%) Numerate Degree
8 5 (1.65%) ISEB
9 2 (0.66%) CISA
10 1 (0.33%) ACCA
10 1 (0.33%) CISM
10 1 (0.33%) CISSP
10 1 (0.33%) ISO 27001 Lead Auditor
10 1 (0.33%) ITIL Certification
10 1 (0.33%) MBA
10 1 (0.33%) Postgraduate
Quality Assurance & Compliance
1 13 (4.29%) Data Quality
1 13 (4.29%) QA
2 6 (1.98%) GDPR
3 5 (1.65%) PCI DSS
4 3 (0.99%) PA-DSS
5 2 (0.66%) ISO/IEC 27001
5 2 (0.66%) SLA
6 1 (0.33%) Cyber Essentials
System Software
1 22 (7.26%) Docker
2 11 (3.63%) VirtualBox
2 11 (3.63%) vSphere
3 8 (2.64%) HDFS
4 7 (2.31%) Apache Flume
5 4 (1.32%) Virtual Machines
6 3 (0.99%) GFS2
7 1 (0.33%) Apache ZooKeeper
7 1 (0.33%) VMware Infrastructure
Systems Management
1 25 (8.25%) Puppet
2 23 (7.59%) Opscode Chef
3 22 (7.26%) Kubernetes
4 21 (6.93%) Ansible
5 19 (6.27%) Terraform
6 11 (3.63%) Salt
7 9 (2.97%) Packer
8 6 (1.98%) Kibana
9 5 (1.65%) SCCM
9 5 (1.65%) ZABBIX
10 4 (1.32%) Oozie
10 4 (1.32%) Rundeck
11 3 (0.99%) SCOM
12 1 (0.33%) Hadoop YARN
12 1 (0.33%) logstash
Vendors
1 36 (11.88%) Microsoft
1 36 (11.88%) Tableau
2 35 (11.55%) Oracle
3 33 (10.89%) Google
4 16 (5.28%) SAP
5 10 (3.30%) Talend
6 9 (2.97%) Cloudera
7 8 (2.64%) SolarWinds
8 7 (2.31%) Databricks
9 5 (1.65%) Hortonworks
9 5 (1.65%) New Relic
9 5 (1.65%) RapidMiner
10 4 (1.32%) MuleSoft
11 3 (0.99%) CommVault
11 3 (0.99%) Freshdesk
11 3 (0.99%) IBM
11 3 (0.99%) PagerDuty
11 3 (0.99%) Red Hat
11 3 (0.99%) Salesforce.com
11 3 (0.99%) Splunk