Period
to 18 February 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 February 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
England > South East
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 246 382 410
Rank change year-on-year +136 +28 +133
Permanent jobs citing Data Analytics 356 182 249
As % of all permanent IT jobs advertised in the South East 1.14% 0.58% 0.60%
As % of the Processes & Methodologies category 1.30% 0.67% 0.69%
Number of salaries quoted 319 151 188
South East median annual salary £50,000 £50,000 £50,000
10th Percentile £33,550 £28,750 £31,250
90th Percentile £77,500 £71,250 £70,000
England median annual salary £55,000 £55,000 £58,935
% change year-on-year - -6.68% +12.26%

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 27,374 27,300 35,983
As % of all permanent IT jobs advertised in the South East 87.62% 87.22% 87.34%
Number of salaries quoted 22,627 22,343 30,311
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £70,000 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 February 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 February 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 +84 147 £55,000 +10.00% 31
Hampshire +57 104 £45,000 +5.88% 9
Berkshire +60 75 £60,000 +14.29% 7
Oxfordshire +27 53 £50,000 - 16
Surrey +7 52 £55,000 - 15
East Sussex -1 24 £45,000 -25.00% 1
Buckinghamshire +20 19 £45,000 -18.18% 8
West Sussex +12 19 £61,250 +12.39% 5
Middlesex +5 4 £75,000 +42.86%
Data Analytics
England

For the 6 months to 18 February 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.

1 356 (100.00%) Analytics
2 193 (54.21%) SQL
3 122 (34.27%) Big Data
4 115 (32.30%) Microsoft Azure
5 110 (30.90%) Agile Software Development
6 107 (30.06%) Python
7 93 (26.12%) Big Data Analytics
8 91 (25.56%) C#
9 90 (25.28%) Business Intelligence
10 89 (25.00%) JavaScript
11 75 (21.07%) HTML
12 74 (20.79%) CSS
13 72 (20.22%) SQL Server
14 64 (17.98%) Linux
15 63 (17.70%) .NET
16 62 (17.42%) jQuery
17 61 (17.13%) MVC
18 57 (16.01%) Microsoft
18 57 (16.01%) AngularJS
19 56 (15.73%) Data Analysis
20 53 (14.89%) ASP.NET
20 53 (14.89%) ASP.NET MVC
20 53 (14.89%) Docker
20 53 (14.89%) Data Science
21 51 (14.33%) Finance
22 49 (13.76%) Java
23 48 (13.48%) Analytical Skills
24 47 (13.20%) Power BI
25 46 (12.92%) Apache Spark
25 46 (12.92%) Data Warehouse

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 46 (12.92%) Apache Spark
2 38 (10.67%) Elasticsearch
3 26 (7.30%) SAS
4 8 (2.25%) Oracle Service Bus
5 7 (1.97%) MS Project Server
6 5 (1.40%) Apache
7 3 (0.84%) CMS
8 2 (0.56%) GeoServer
8 2 (0.56%) IPython
8 2 (0.56%) Jupyter
8 2 (0.56%) SharePoint
9 1 (0.28%) Amazon Alexa
9 1 (0.28%) Apache Solr
9 1 (0.28%) Confluence
9 1 (0.28%) MS Exchange
9 1 (0.28%) Tomcat
Applications
1 27 (7.58%) Microsoft Excel
2 13 (3.65%) Microsoft PowerPoint
3 11 (3.09%) Microsoft Office
4 7 (1.97%) Microsoft Project
4 7 (1.97%) Stata
5 2 (0.56%) Spreadsheet
6 1 (0.28%) GNU Octave
6 1 (0.28%) Mathematica
Business Applications
1 4 (1.12%) SAP HR
Cloud Services
1 115 (32.30%) Microsoft Azure
2 45 (12.64%) Amazon AWS
3 29 (8.15%) GitHub
4 22 (6.18%) Azure Data Factory
5 18 (5.06%) Serverless
6 16 (4.49%) Google Analytics
7 15 (4.21%) IaaS
8 12 (3.37%) Cortana Intelligence Suite
9 10 (2.81%) Bluemix
9 10 (2.81%) IBM Cloud
10 7 (1.97%) SaaS
11 4 (1.12%) Azure Machine Learning
11 4 (1.12%) Cloud Computing
11 4 (1.12%) SuccessFactors
12 3 (0.84%) Azure Active Directory
12 3 (0.84%) Google Cloud Platform
12 3 (0.84%) PaaS
13 2 (0.56%) Akamai
14 1 (0.28%) iPaaS
14 1 (0.28%) Office 365
Communications & Networking
1 12 (3.37%) DNS
1 12 (3.37%) LAN
2 11 (3.09%) DHCP
2 11 (3.09%) Firewall
2 11 (3.09%) WAN
3 10 (2.81%) SAN
4 9 (2.53%) Wireless
5 6 (1.69%) Internet
6 3 (0.84%) Kerberos
7 2 (0.56%) SMS
8 1 (0.28%) BGP
8 1 (0.28%) Bluetooth
8 1 (0.28%) Ethernet
8 1 (0.28%) HTTP
8 1 (0.28%) MQTT
8 1 (0.28%) Network Security
8 1 (0.28%) VLAN
8 1 (0.28%) Wi-Fi
8 1 (0.28%) ZigBee
Database & Business Intelligence
1 122 (34.27%) Big Data
2 72 (20.22%) SQL Server
3 47 (13.20%) Power BI
4 46 (12.92%) Data Warehouse
5 30 (8.43%) SQL Server 2016
6 29 (8.15%) NoSQL
7 28 (7.87%) Hadoop
8 26 (7.30%) PostgreSQL
9 23 (6.46%) SQL Server Integration Services
10 22 (6.18%) Data Lake
11 21 (5.90%) SQL Server Analysis Services
12 20 (5.62%) BusinessObjects
13 17 (4.78%) Azure SQL Database
13 17 (4.78%) Relational Database
14 14 (3.93%) Amazon DynamoDB
14 14 (3.93%) Data Mining
15 13 (3.65%) SQL Server Reporting Services
16 10 (2.81%) Microsoft Analysis Services
16 10 (2.81%) Oracle Database
16 10 (2.81%) Oracle Database 11g
Development Applications
1 43 (12.08%) Git (software)
2 37 (10.39%) JIRA
3 32 (8.99%) Jenkins
4 15 (4.21%) Visual Studio
5 13 (3.65%) Mocha
6 6 (1.69%) Oracle APEX
6 6 (1.69%) Subversion
7 2 (0.56%) GitLab
7 2 (0.56%) NUnit
7 2 (0.56%) Selenium
7 2 (0.56%) Team Foundation Server
8 1 (0.28%) Cucumber
8 1 (0.28%) ERwin
8 1 (0.28%) Fiddler
8 1 (0.28%) IntelliJ
8 1 (0.28%) JMeter
8 1 (0.28%) JUnit
8 1 (0.28%) LoadRunner
8 1 (0.28%) WebDriver
8 1 (0.28%) YouTrack
General
1 51 (14.33%) Finance
2 18 (5.06%) Telecoms
3 13 (3.65%) Retail
4 10 (2.81%) Automotive
5 9 (2.53%) Advertising
6 8 (2.25%) Marketing
7 6 (1.69%) Publishing
8 3 (0.84%) Manufacturing
9 2 (0.56%) Banking
9 2 (0.56%) Financial Institution
9 2 (0.56%) Pharmaceutical
10 1 (0.28%) Electronics
10 1 (0.28%) Games
Job Titles
1 147 (41.29%) Developer
2 55 (15.45%) C# Developer
3 53 (14.89%) Analyst
4 50 (14.04%) Senior Developer
5 46 (12.92%) .NET Developer
5 46 (12.92%) C# .NET Developer
6 44 (12.36%) ASP.NET Developer
6 44 (12.36%) ASP.NET MVC Developer
6 44 (12.36%) C# ASP.NET Developer
7 42 (11.80%) Architect
8 36 (10.11%) Software Developer
9 35 (9.83%) JavaScript Developer
10 34 (9.55%) Data Analyst
11 31 (8.71%) Senior .NET Developer
11 31 (8.71%) Senior C# .NET Developer
11 31 (8.71%) Senior C# Developer
12 30 (8.43%) SQL Developer
13 29 (8.15%) Senior ASP.NET Developer
13 29 (8.15%) Senior ASP.NET MVC Developer
13 29 (8.15%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 75 (21.07%) HTML
2 74 (20.79%) CSS
3 63 (17.70%) .NET
4 62 (17.42%) jQuery
5 57 (16.01%) AngularJS
6 53 (14.89%) ASP.NET
6 53 (14.89%) ASP.NET MVC
7 36 (10.11%) Twitter Bootstrap
8 33 (9.27%) Kendo UI
9 32 (8.99%) ASP.NET Web API
10 31 (8.71%) Web Services
11 29 (8.15%) .NET Core
12 27 (7.58%) Django
13 18 (5.06%) Node.js
14 16 (4.49%) Middleware
14 16 (4.49%) React
15 15 (4.21%) Kafka
16 8 (2.25%) REST
16 8 (2.25%) Spring
16 8 (2.25%) XML
Miscellaneous
1 48 (13.48%) Analytical Skills
2 26 (7.30%) Computer Science
3 19 (5.34%) Algorithms
4 14 (3.93%) Management Information System
5 11 (3.09%) Data Centre
6 10 (2.81%) Public Cloud
7 9 (2.53%) Data Structures
7 9 (2.53%) Greenfield Project
7 9 (2.53%) User Experience
8 8 (2.25%) IBM Mainframe
8 8 (2.25%) Mainframe
9 5 (1.40%) Internet of Things
9 5 (1.40%) iPhone
10 4 (1.12%) Client/Server
10 4 (1.12%) Virtual Team
11 3 (0.84%) Driving Licence
11 3 (0.84%) Fintech
11 3 (0.84%) Life Science
11 3 (0.84%) PKI
11 3 (0.84%) Social Media
Operating Systems
1 64 (17.98%) Linux
2 31 (8.71%) Windows
3 21 (5.90%) Unix
4 3 (0.84%) Android
4 3 (0.84%) Windows 10
4 3 (0.84%) Windows Server
Processes & Methodologies
1 356 (100.00%) Analytics
2 110 (30.90%) Agile Software Development
3 93 (26.12%) Big Data Analytics
4 90 (25.28%) Business Intelligence
5 61 (17.13%) MVC
6 56 (15.73%) Data Analysis
7 53 (14.89%) Data Science
8 46 (12.92%) Data Modelling
9 44 (12.36%) Visualisation
10 42 (11.80%) Machine Learning
11 41 (11.52%) Continuous Integration
12 38 (10.67%) Mathematics
13 34 (9.55%) ETL
14 28 (7.87%) Front End Development
15 25 (7.02%) Responsive Web Design
15 25 (7.02%) Web Design
15 25 (7.02%) Workload Management
16 23 (6.46%) Software Engineering
17 21 (5.90%) Scrum
18 20 (5.62%) Data Visualisation
Programming Languages
1 193 (54.21%) SQL
2 107 (30.06%) Python
3 91 (25.56%) C#
4 89 (25.00%) JavaScript
5 49 (13.76%) Java
6 42 (11.80%) R
7 41 (11.52%) T-SQL
8 26 (7.30%) C++
9 15 (4.21%) C
9 15 (4.21%) Go
10 14 (3.93%) PL/SQL
11 12 (3.37%) U-SQL
12 10 (2.81%) MATLAB
13 8 (2.25%) Bash Shell
14 6 (1.69%) Korn
15 5 (1.40%) PHP
15 5 (1.40%) Scala
16 4 (1.12%) PowerShell
16 4 (1.12%) TypeScript
17 3 (0.84%) VBA
Qualifications
1 40 (11.24%) Degree
2 15 (4.21%) PhD
3 8 (2.25%) Numerate Degree
3 8 (2.25%) Security Cleared
4 5 (1.40%) SC Cleared
5 3 (0.84%) CCIE
5 3 (0.84%) Cisco Certification
5 3 (0.84%) Computer Science Degree
5 3 (0.84%) JNCIE
6 1 (0.28%) ACCA
6 1 (0.28%) CIMA
6 1 (0.28%) DBS Check
6 1 (0.28%) DV Cleared
Quality Assurance & Compliance
1 15 (4.21%) QA
2 10 (2.81%) Data Quality
3 9 (2.53%) GDPR
4 1 (0.28%) PCI DSS
4 1 (0.28%) SLA
System Software
1 53 (14.89%) Docker
2 13 (3.65%) VMware Infrastructure
3 12 (3.37%) Virtual Machines
4 11 (3.09%) Active Directory
5 10 (2.81%) Hyper-V
5 10 (2.81%) NFS
5 10 (2.81%) Oracle RAC
5 10 (2.81%) VMware ESXi
5 10 (2.81%) VMware NSX
6 3 (0.84%) HDFS
6 3 (0.84%) vSphere
7 1 (0.28%) Apache ZooKeeper
Systems Management
1 29 (8.15%) Docker Swarm
2 8 (2.25%) Tivoli Storage Manager
2 8 (2.25%) vCenter Server
3 7 (1.97%) Ansible
3 7 (1.97%) Kubernetes
4 6 (1.69%) Data Guard
4 6 (1.69%) Oracle Enterprise Manager
4 6 (1.69%) Oracle RMAN
5 4 (1.12%) Terraform
6 3 (0.84%) Puppet
7 1 (0.28%) Hadoop YARN
Vendors
1 57 (16.01%) Microsoft
2 41 (11.52%) Tableau
3 28 (7.87%) Oracle
4 22 (6.18%) Google
5 20 (5.62%) SAP
6 13 (3.65%) VMware
7 12 (3.37%) IBM
8 8 (2.25%) CommVault
8 8 (2.25%) Intel
8 8 (2.25%) Veeam
9 6 (1.69%) Cloudera
10 4 (1.12%) Infor
10 4 (1.12%) Perforce
10 4 (1.12%) Talend
11 3 (0.84%) Cognizant
11 3 (0.84%) Cognos
11 3 (0.84%) Lumension
11 3 (0.84%) McAfee
11 3 (0.84%) Salesforce.com
11 3 (0.84%) Siemens