Period
to 20 August 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 20 August 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
England > South East
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 264 316 341
Rank change year-on-year +52 +25 +219
Permanent jobs citing Data Analytics 326 256 306
As % of all permanent IT jobs advertised in the South East 1.10% 0.88% 0.83%
As % of the Processes & Methodologies category 1.23% 0.99% 0.93%
Number of salaries quoted 280 219 261
South East median annual salary £55,000 £47,000 £55,000
Median salary % change year-on-year +17.02% -14.55% +17.65%
10th Percentile £32,500 £26,650 £30,000
90th Percentile £78,750 £68,750 £76,375
England median annual salary £60,000 £55,000 £60,000
% change year-on-year +9.09% -8.33% +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 26,537 25,915 32,876
As % of all permanent IT jobs advertised in the South East 89.55% 89.06% 89.08%
Number of salaries quoted 21,925 21,440 27,539
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,750 £26,875 £27,000
90th Percentile £70,000 £68,750 £68,750
England median annual salary £50,000 £50,000 £50,000

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 20 August 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 20 August 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 +51 199 £57,500 +22.34% 20
Oxfordshire +38 88 £63,000 +57.50% 9
Berkshire +5 67 £65,000 +23.81% 9
Surrey +32 64 £50,903 -15.16% 8
Hampshire +5 50 £47,500 +11.76% 13
Buckinghamshire +2 44 £35,691 -24.06% 2
West Sussex +1 6 £47,500 -26.92%
Kent +14 1 £65,000 +106.35% 3
Middlesex +9 1 £75,000 +7.14%
Sussex -10 1 £77,500 +3.33%
East Sussex -24 1 - - 1
Data Analytics
England

For the 6 months to 20 August 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.

1 326 (100.00%) Analytics
2 138 (42.33%) SQL
3 105 (32.21%) Python
4 98 (30.06%) Java
5 96 (29.45%) Agile Software Development
5 96 (29.45%) Big Data
6 91 (27.91%) Degree
7 86 (26.38%) Amazon AWS
8 78 (23.93%) Microsoft Azure
9 72 (22.09%) Business Intelligence
10 63 (19.33%) Computer Science
10 63 (19.33%) Data Science
11 61 (18.71%) ETL
12 56 (17.18%) Finance
13 51 (15.64%) SQL Server
13 51 (15.64%) Microsoft
13 51 (15.64%) Mathematics
13 51 (15.64%) Machine Learning
14 48 (14.72%) Hadoop
15 46 (14.11%) Test Automation
15 46 (14.11%) Big Data Analytics
15 46 (14.11%) JavaScript
16 45 (13.80%) R
16 45 (13.80%) Visualisation
17 43 (13.19%) Data Warehouse
18 42 (12.88%) DevOps
19 41 (12.58%) C++
19 41 (12.58%) Oracle
20 39 (11.96%) Apache Spark
20 39 (11.96%) Jenkins

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 39 (11.96%) Apache Spark
2 28 (8.59%) SAS
3 15 (4.60%) Confluence
4 12 (3.68%) Apache Solr
5 9 (2.76%) Oracle Service Bus
5 9 (2.76%) Tomcat
6 8 (2.45%) JBoss
7 7 (2.15%) Apache
8 4 (1.23%) BizTalk Server
9 3 (0.92%) SharePoint
10 2 (0.61%) Elasticsearch
10 2 (0.61%) Facebook Platform
10 2 (0.61%) Oracle SOA Suite
10 2 (0.61%) SugarCRM
11 1 (0.31%) Amazon Alexa
11 1 (0.31%) Jetty
11 1 (0.31%) nginx
11 1 (0.31%) Oracle Workflow
11 1 (0.31%) Sitefinity
11 1 (0.31%) WebLogic
Applications
1 16 (4.91%) Microsoft Excel
2 5 (1.53%) Microsoft PowerPoint
3 3 (0.92%) Stata
4 2 (0.61%) Microsoft Office
4 2 (0.61%) SPSS
5 1 (0.31%) S-PLUS
Business Applications
1 10 (3.07%) Distributed Ledger
2 4 (1.23%) Dynamics CRM
3 1 (0.31%) Cognos Business Intelligence
3 1 (0.31%) Dynamics AX
3 1 (0.31%) NetSuite
3 1 (0.31%) Oracle 11i
3 1 (0.31%) Oracle AGIS
3 1 (0.31%) Oracle Assets
3 1 (0.31%) Oracle Cash Management
3 1 (0.31%) Oracle EBS
3 1 (0.31%) Oracle EBS R12
3 1 (0.31%) Oracle Financials
3 1 (0.31%) Oracle General Ledger
3 1 (0.31%) Oracle Internet Expenses
3 1 (0.31%) Oracle iProcurement
3 1 (0.31%) Oracle Payables
3 1 (0.31%) Oracle Procure-to-Pay
3 1 (0.31%) Oracle Subledger Accounting
3 1 (0.31%) Payment Gateway
Cloud Services
1 86 (26.38%) Amazon AWS
2 78 (23.93%) Microsoft Azure
3 14 (4.29%) Azure Data Factory
4 11 (3.37%) Cloud Computing
5 10 (3.07%) Google Cloud Platform
5 10 (3.07%) SaaS
6 9 (2.76%) IBM Cloud
6 9 (2.76%) Serverless
7 8 (2.45%) Amazon CloudWatch
7 8 (2.45%) Amazon Kinesis
7 8 (2.45%) PaaS
8 7 (2.15%) Amazon S3
8 7 (2.15%) GitHub
9 6 (1.84%) IaaS
10 5 (1.53%) Cortana Intelligence Suite
11 4 (1.23%) AWS CloudFormation
12 3 (0.92%) AWS Lambda
12 3 (0.92%) Cloudflare
12 3 (0.92%) Google Analytics
13 2 (0.61%) Azure Functions
Communications & Networking
1 19 (5.83%) Internet
2 18 (5.52%) Firewall
3 13 (3.99%) DNS
4 11 (3.37%) DHCP
5 9 (2.76%) LAN
5 9 (2.76%) SAN
5 9 (2.76%) WAN
6 7 (2.15%) TCP/IP
7 4 (1.23%) VLAN
8 2 (0.61%) BGP
8 2 (0.61%) HTTP
8 2 (0.61%) Kerberos
8 2 (0.61%) SMS
9 1 (0.31%) DMZ
9 1 (0.31%) Intranet
9 1 (0.31%) Skype
Database & Business Intelligence
1 96 (29.45%) Big Data
2 51 (15.64%) SQL Server
3 48 (14.72%) Hadoop
4 43 (13.19%) Data Warehouse
5 35 (10.74%) Power BI
6 30 (9.20%) Data Lake
7 28 (8.59%) MongoDB
8 26 (7.98%) SQL Server Integration Services
9 24 (7.36%) NoSQL
10 20 (6.13%) Azure SQL Database
10 20 (6.13%) SQL Server Analysis Services
10 20 (6.13%) SQL Server Reporting Services
11 17 (5.21%) Azure SQL Data Warehouse
12 15 (4.60%) PostgreSQL
13 13 (3.99%) Apache Cassandra
13 13 (3.99%) Apache Hive
14 11 (3.37%) Relational Database
15 10 (3.07%) Cosmos DB
15 10 (3.07%) Data Mining
16 8 (2.45%) HDInsight
Development Applications
1 39 (11.96%) Jenkins
2 20 (6.13%) JIRA
2 20 (6.13%) JUnit
3 15 (4.60%) Selenium
4 14 (4.29%) SoapUI
5 12 (3.68%) WebDriver
6 9 (2.76%) Maven
7 8 (2.45%) Fiddler
7 8 (2.45%) Git (software)
7 8 (2.45%) IntelliJ
7 8 (2.45%) JMeter
7 8 (2.45%) LoadRunner
8 6 (1.84%) NUnit
9 5 (1.53%) GitLab
9 5 (1.53%) Vagrant
10 4 (1.23%) SpecFlow
10 4 (1.23%) SQL Server Management Studio (SSMS)
11 3 (0.92%) Burp Suite
11 3 (0.92%) Metasploit
11 3 (0.92%) Visual Studio
General
1 56 (17.18%) Finance
2 19 (5.83%) Advertising
2 19 (5.83%) Marketing
2 19 (5.83%) Retail
3 15 (4.60%) Telecoms
4 10 (3.07%) Digital Economy
5 8 (2.45%) Electronics
6 7 (2.15%) Manufacturing
7 6 (1.84%) Banking
7 6 (1.84%) Law
8 5 (1.53%) Financial Institution
9 4 (1.23%) Military
10 2 (0.61%) Games
10 2 (0.61%) Publishing
10 2 (0.61%) Spanish Language
11 1 (0.31%) Aerospace
11 1 (0.31%) General Ledger
11 1 (0.31%) Legal
11 1 (0.31%) Pharmaceutical
Job Titles
1 75 (23.01%) Developer
2 69 (21.17%) Analyst
3 36 (11.04%) Architect
3 36 (11.04%) Consultant
4 27 (8.28%) Senior Analyst
5 25 (7.67%) Data Consultant
6 23 (7.06%) Data Scientist
6 23 (7.06%) Senior Developer
7 22 (6.75%) Analytics Consultant
8 21 (6.44%) Data Analytics Consultant
8 21 (6.44%) Data Architect
8 21 (6.44%) Senior Test Analyst
8 21 (6.44%) Software Developer
8 21 (6.44%) Test Analyst
9 20 (6.13%) Data Analyst
10 18 (5.52%) DevOps Engineer
11 14 (4.29%) Graduate
12 13 (3.99%) Automation Test Analyst
12 13 (3.99%) Python Developer
12 13 (3.99%) Senior Automation Test Analyst
Libraries, Frameworks & Software Standards
1 36 (11.04%) Web Services
2 30 (9.20%) AngularJS
3 29 (8.90%) HTML
4 24 (7.36%) CSS
5 20 (6.13%) .NET
6 18 (5.52%) JSON
7 17 (5.21%) RESTful
7 17 (5.21%) SOAP
8 16 (4.91%) Django
8 16 (4.91%) Kafka
9 12 (3.68%) Middleware
10 11 (3.37%) ASP.NET
10 11 (3.37%) REST
10 11 (3.37%) Spring Boot
11 10 (3.07%) ASP.NET MVC
11 10 (3.07%) D3.js
11 10 (3.07%) jQuery
11 10 (3.07%) Spring
11 10 (3.07%) Twitter Bootstrap
12 8 (2.45%) Hibernate
Miscellaneous
1 63 (19.33%) Computer Science
2 29 (8.90%) Algorithms
3 20 (6.13%) Analytical Skills
4 15 (4.60%) Self-Motivation
5 14 (4.29%) Public Cloud
6 13 (3.99%) Data Centre
7 11 (3.37%) Mobile App
8 9 (2.76%) IBM Mainframe
8 9 (2.76%) Mainframe
9 8 (2.45%) Acoustics
9 8 (2.45%) NHS
9 8 (2.45%) User Experience
10 6 (1.84%) Management Information System
11 5 (1.53%) Credit Risk
11 5 (1.53%) Fintech
11 5 (1.53%) Linked Data
11 5 (1.53%) VLE
12 4 (1.23%) Data Structures
12 4 (1.23%) Driving Licence
12 4 (1.23%) Greenfield Project
Operating Systems
1 36 (11.04%) Linux
2 13 (3.99%) Windows
3 12 (3.68%) Unix
4 9 (2.76%) Android
4 9 (2.76%) Apple iOS
5 4 (1.23%) CentOS
5 4 (1.23%) Debian
5 4 (1.23%) Red Hat Enterprise Linux
6 3 (0.92%) Kali Linux
7 2 (0.61%) Ubuntu
7 2 (0.61%) Windows 10
7 2 (0.61%) Windows Server
Processes & Methodologies
1 326 (100.00%) Analytics
2 96 (29.45%) Agile Software Development
3 72 (22.09%) Business Intelligence
4 63 (19.33%) Data Science
5 61 (18.71%) ETL
6 51 (15.64%) Machine Learning
6 51 (15.64%) Mathematics
7 46 (14.11%) Big Data Analytics
7 46 (14.11%) Test Automation
8 45 (13.80%) Visualisation
9 42 (12.88%) DevOps
10 36 (11.04%) Problem-Solving
11 34 (10.43%) Scrum
12 33 (10.12%) Continuous Integration
12 33 (10.12%) Data Management
13 31 (9.51%) Continuous Improvement
14 30 (9.20%) Data Visualisation
15 29 (8.90%) Migration
15 29 (8.90%) Software Engineering
16 28 (8.59%) BDD
Programming Languages
1 138 (42.33%) SQL
2 105 (32.21%) Python
3 98 (30.06%) Java
4 46 (14.11%) JavaScript
5 45 (13.80%) R
6 41 (12.58%) C++
7 24 (7.36%) C#
8 17 (5.21%) Ruby
9 16 (4.91%) Bash Shell
9 16 (4.91%) C
9 16 (4.91%) T-SQL
10 13 (3.99%) PowerShell
11 10 (3.07%) Scala
12 8 (2.45%) PL/SQL
13 7 (2.15%) MATLAB
14 6 (1.84%) Data Analysis Expressions (DAX)
15 5 (1.53%) C-shell
15 5 (1.53%) Java 8
15 5 (1.53%) Perl
16 4 (1.23%) Go
Qualifications
1 91 (27.91%) Degree
2 29 (8.90%) PhD
3 17 (5.21%) Computer Science Degree
3 17 (5.21%) Security Cleared
4 16 (4.91%) SC Cleared
5 14 (4.29%) Numerate Degree
6 7 (2.15%) DV Cleared
7 5 (1.53%) CISM
7 5 (1.53%) CISSP
7 5 (1.53%) MCSE
7 5 (1.53%) Microsoft Certification
8 3 (0.92%) Master's Degree
9 1 (0.31%) APMP
9 1 (0.31%) AWS Certification
9 1 (0.31%) CISA
9 1 (0.31%) HP ASE
9 1 (0.31%) ITIL Certification
9 1 (0.31%) MBA
9 1 (0.31%) NCIE
9 1 (0.31%) Postgraduate
Quality Assurance & Compliance
1 34 (10.43%) QA
2 24 (7.36%) Data Quality
3 7 (2.15%) PCI DSS
4 5 (1.53%) GDPR
5 4 (1.23%) SLA
6 3 (0.92%) ISO/IEC 27001
6 3 (0.92%) Sarbanes-Oxley
7 2 (0.61%) GCP
7 2 (0.61%) PA-DSS
System Software
1 19 (5.83%) Docker
2 13 (3.99%) HDFS
3 11 (3.37%) Active Directory
4 10 (3.07%) VMware Infrastructure
5 9 (2.76%) Hyper-V
5 9 (2.76%) NFS
5 9 (2.76%) VMware ESXi
5 9 (2.76%) VMware NSX
6 8 (2.45%) Apache ZooKeeper
7 4 (1.23%) VirtualBox
7 4 (1.23%) vSphere
8 2 (0.61%) Apache Flume
9 1 (0.31%) Virtual Machines
Systems Management
1 15 (4.60%) Puppet
2 14 (4.29%) Opscode Chef
3 12 (3.68%) Ansible
4 11 (3.37%) Docker Swarm
4 11 (3.37%) Kubernetes
5 10 (3.07%) Terraform
6 9 (2.76%) Tivoli Storage Manager
6 9 (2.76%) vCenter Server
7 5 (1.53%) Hadoop YARN
7 5 (1.53%) ZABBIX
8 4 (1.23%) Packer
8 4 (1.23%) Salt
9 3 (0.92%) SCCM
9 3 (0.92%) SCOM
10 2 (0.61%) Kibana
11 1 (0.31%) logstash
Vendors
1 51 (15.64%) Microsoft
2 41 (12.58%) Oracle
3 26 (7.98%) Talend
4 15 (4.60%) Tableau
5 12 (3.68%) CommVault
5 12 (3.68%) Google
6 11 (3.37%) IBM
7 10 (3.07%) VMware
8 9 (2.76%) Actifio
8 9 (2.76%) Intel
8 9 (2.76%) Veeam
9 8 (2.45%) Alteryx
9 8 (2.45%) Informatica
9 8 (2.45%) SAP
9 8 (2.45%) SolarWinds
10 6 (1.84%) Unisys
11 5 (1.53%) Databricks
11 5 (1.53%) RapidMiner
12 3 (0.92%) Capita
12 3 (0.92%) Freshdesk