Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
England > South East
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 284 351 483
Rank change year-on-year +67 +132 +67
Permanent jobs citing Data Analytics 304 262 161
As % of all permanent IT jobs advertised in the South East 0.99% 0.74% 0.38%
As % of the Processes & Methodologies category 1.13% 0.85% 0.44%
Number of salaries quoted 279 228 125
South East median annual salary £50,000 £55,000 £50,000
Median salary % change year-on-year -9.09% +10.00% +11.11%
10th Percentile £32,500 £30,000 £31,000
90th Percentile £70,000 £75,000 £74,250
England median annual salary £55,000 £55,750 £57,500
% change year-on-year -1.35% -3.04% +4.55%

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 26911 30785 36727
As % of all permanent IT jobs advertised in the South East 87.45% 87.46% 86.96%
Number of salaries quoted 22139 25549 30361
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £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 22 November 2017.

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 22 November 2017. 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 +31 130 £47,000 -20.34% 7
Hampshire +48 73 £47,500 +18.75% 7
Surrey +13 60 £65,000 +33.33% 2
Berkshire +24 51 £43,750 -31.37% 3
Oxfordshire -6 44 £62,500 - 3
Buckinghamshire +19 35 £47,000 +34.29% 1
West Sussex +20 25 £65,000 -5.45% 1
East Sussex +16 24 £57,500 +53.33% 1
Middlesex +16 3 £65,000 -35.00%
Sussex - 1 £75,000 -
Data Analytics
England

For the 6 months to 22 November 2017, IT jobs citing Data Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for Data Analytics.

1 304 (100.00%) Analytics
2 140 (46.05%) SQL
3 112 (36.84%) Agile Software Development
4 98 (32.24%) Big Data
5 84 (27.63%) Big Data Analytics
6 81 (26.64%) Python
7 77 (25.33%) JavaScript
8 69 (22.70%) Linux
9 67 (22.04%) C#
9 67 (22.04%) Business Intelligence
10 64 (21.05%) HTML
11 63 (20.72%) Microsoft Azure
12 62 (20.39%) AngularJS
12 62 (20.39%) CSS
13 53 (17.43%) Finance
14 52 (17.11%) Analytical Skills
15 51 (16.78%) Degree
16 49 (16.12%) jQuery
17 48 (15.79%) Java
18 47 (15.46%) .NET
18 47 (15.46%) Amazon AWS
19 46 (15.13%) MVC
20 44 (14.47%) Data Analysis
21 43 (14.14%) SQL Server
22 41 (13.49%) Data Warehouse
22 41 (13.49%) Data Modelling
22 41 (13.49%) Continuous Integration
22 41 (13.49%) Docker
23 38 (12.50%) NoSQL
23 38 (12.50%) ASP.NET MVC

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 35 (11.51%) Elasticsearch
2 33 (10.86%) Apache Spark
3 16 (5.26%) SAS
4 7 (2.30%) JBoss
4 7 (2.30%) MS Project Server
5 3 (0.99%) Apache
5 3 (0.99%) CMS
6 2 (0.66%) Apache Pig
6 2 (0.66%) GeoServer
6 2 (0.66%) SharePoint
7 1 (0.33%) Amazon Alexa
7 1 (0.33%) IBM Domino
7 1 (0.33%) MS Exchange
Applications
1 27 (8.88%) Microsoft Excel
2 12 (3.95%) Microsoft PowerPoint
3 9 (2.96%) Microsoft Office
4 7 (2.30%) Microsoft Project
5 3 (0.99%) MS Visio
6 2 (0.66%) InVision
6 2 (0.66%) Spreadsheet
7 1 (0.33%) Adobe Illustrator
7 1 (0.33%) GNU Octave
7 1 (0.33%) Mathematica
7 1 (0.33%) OmniGraffle
Business Applications
1 1 (0.33%) SessionCam
Cloud Services
1 63 (20.72%) Microsoft Azure
2 47 (15.46%) Amazon AWS
3 20 (6.58%) GitHub
4 12 (3.95%) Google Analytics
5 9 (2.96%) Azure Data Factory
6 6 (1.97%) Cloud Computing
7 5 (1.64%) Google Cloud Platform
8 4 (1.32%) Azure Machine Learning
8 4 (1.32%) SaaS
9 3 (0.99%) npm
10 2 (0.66%) Amazon SQS
10 2 (0.66%) Serverless
11 1 (0.33%) Adobe Analytics
11 1 (0.33%) Amazon EC2
11 1 (0.33%) AWS CloudFormation
11 1 (0.33%) Data Lake Analytics
11 1 (0.33%) IaaS
11 1 (0.33%) Office 365
11 1 (0.33%) OneDrive
11 1 (0.33%) PaaS
Communications & Networking
1 10 (3.29%) Wireless
2 6 (1.97%) Internet
2 6 (1.97%) Network Security
3 4 (1.32%) Intranet
4 2 (0.66%) Firewall
4 2 (0.66%) TCP/IP
5 1 (0.33%) ASN.1
5 1 (0.33%) Bluetooth
5 1 (0.33%) Ethernet
5 1 (0.33%) LAN
5 1 (0.33%) MQTT
5 1 (0.33%) Radio Access Network
5 1 (0.33%) RIP
5 1 (0.33%) SMS
5 1 (0.33%) WAN
5 1 (0.33%) Wi-Fi
5 1 (0.33%) ZigBee
Database & Business Intelligence
1 98 (32.24%) Big Data
2 43 (14.14%) SQL Server
3 41 (13.49%) Data Warehouse
4 38 (12.50%) NoSQL
5 35 (11.51%) Relational Database
6 28 (9.21%) PostgreSQL
7 23 (7.57%) Power BI
8 21 (6.91%) Hadoop
8 21 (6.91%) SQL Server 2016
9 20 (6.58%) Amazon DynamoDB
10 16 (5.26%) Oracle Database
10 16 (5.26%) SQL Server Integration Services
11 15 (4.93%) Data Mining
11 15 (4.93%) Oracle Database 11g
12 14 (4.61%) BusinessObjects
12 14 (4.61%) MongoDB
13 13 (4.28%) QlikView
14 12 (3.95%) SQL Server Reporting Services
15 11 (3.62%) Oracle Exadata
16 9 (2.96%) RDBMS
Development Applications
1 32 (10.53%) JIRA
2 27 (8.88%) Git (software)
3 20 (6.58%) Jenkins
4 13 (4.28%) Mocha
5 9 (2.96%) Oracle APEX
5 9 (2.96%) Subversion
5 9 (2.96%) Talend Open Studio
6 5 (1.64%) GitLab
7 3 (0.99%) Eclipse
7 3 (0.99%) Eclipse RCP
7 3 (0.99%) Visual Studio
8 2 (0.66%) Axure RP
8 2 (0.66%) Balsamiq Mockups
8 2 (0.66%) Burp Suite
8 2 (0.66%) Metasploit
8 2 (0.66%) NUnit
8 2 (0.66%) Team Foundation Server
9 1 (0.33%) Atlassian Bamboo
9 1 (0.33%) Travis CI
9 1 (0.33%) YouTrack
General
1 53 (17.43%) Finance
2 21 (6.91%) Retail
3 17 (5.59%) Marketing
4 13 (4.28%) Automotive
5 10 (3.29%) Publishing
6 9 (2.96%) Telecoms
7 7 (2.30%) Banking
8 5 (1.64%) Financial Institution
9 4 (1.32%) Legal
9 4 (1.32%) Manufacturing
9 4 (1.32%) Military
10 3 (0.99%) Advertising
10 3 (0.99%) Pharmaceutical
11 2 (0.66%) Electronics
11 2 (0.66%) Spanish Language
12 1 (0.33%) Games
Job Titles
1 140 (46.05%) Developer
2 44 (14.47%) JavaScript Developer
3 41 (13.49%) C# Developer
4 38 (12.50%) Senior Developer
5 35 (11.51%) Analyst
6 34 (11.18%) Software Developer
7 29 (9.54%) .NET Developer
7 29 (9.54%) C# .NET Developer
7 29 (9.54%) SQL Developer
8 27 (8.88%) ASP.NET Developer
8 27 (8.88%) ASP.NET MVC Developer
8 27 (8.88%) C# ASP.NET Developer
9 25 (8.22%) Senior Software Developer
10 23 (7.57%) Data Analyst
11 22 (7.24%) Python Developer
12 21 (6.91%) Senior .NET Developer
12 21 (6.91%) Senior C# .NET Developer
12 21 (6.91%) Senior C# Developer
13 20 (6.58%) Architect
13 20 (6.58%) Senior JavaScript Developer
Libraries, Frameworks & Software Standards
1 64 (21.05%) HTML
2 62 (20.39%) AngularJS
2 62 (20.39%) CSS
3 49 (16.12%) jQuery
4 47 (15.46%) .NET
5 38 (12.50%) ASP.NET
5 38 (12.50%) ASP.NET MVC
6 28 (9.21%) Node.js
6 28 (9.21%) Web Services
7 26 (8.55%) Twitter Bootstrap
8 24 (7.89%) Kendo UI
9 22 (7.24%) ASP.NET Web API
9 22 (7.24%) Django
10 19 (6.25%) .NET Core
11 17 (5.59%) React
12 14 (4.61%) Spring
12 14 (4.61%) XML
13 9 (2.96%) Middleware
13 9 (2.96%) Oracle GoldenGate
14 7 (2.30%) Apache Camel
Miscellaneous
1 52 (17.11%) Analytical Skills
2 37 (12.17%) Computer Science
3 23 (7.57%) User Experience
4 14 (4.61%) Algorithms
5 11 (3.62%) Data Structures
6 10 (3.29%) Greenfield Project
6 10 (3.29%) Management Information System
7 6 (1.97%) Client/Server
7 6 (1.97%) Internet of Things
7 6 (1.97%) Mobile App
8 5 (1.64%) Data Centre
8 5 (1.64%) Social Media
8 5 (1.64%) Virtual Team
9 4 (1.32%) Blog
9 4 (1.32%) Field-Programmable Gate Array
9 4 (1.32%) Fintech
9 4 (1.32%) iPhone
9 4 (1.32%) Renewable Energy
10 3 (0.99%) Driving Licence
11 2 (0.66%) Cyber Attack
Operating Systems
1 69 (22.70%) Linux
2 22 (7.24%) Unix
3 21 (6.91%) Windows
4 7 (2.30%) CentOS
4 7 (2.30%) Ubuntu
5 4 (1.32%) Android
6 2 (0.66%) Kali Linux
Processes & Methodologies
1 304 (100.00%) Analytics
2 112 (36.84%) Agile Software Development
3 84 (27.63%) Big Data Analytics
4 67 (22.04%) Business Intelligence
5 46 (15.13%) MVC
6 44 (14.47%) Data Analysis
7 41 (13.49%) Continuous Integration
7 41 (13.49%) Data Modelling
8 35 (11.51%) Software Engineering
9 32 (10.53%) Data Management
9 32 (10.53%) Scrum
10 26 (8.55%) Mathematics
11 23 (7.57%) ETL
11 23 (7.57%) Front End Development
12 22 (7.24%) Machine Learning
13 21 (6.91%) Web Design
14 19 (6.25%) Mentoring
14 19 (6.25%) TDD
14 19 (6.25%) Visualisation
15 18 (5.92%) Workload Management
Programming Languages
1 140 (46.05%) SQL
2 81 (26.64%) Python
3 77 (25.33%) JavaScript
4 67 (22.04%) C#
5 48 (15.79%) Java
6 24 (7.89%) R
7 22 (7.24%) PL/SQL
8 20 (6.58%) C++
9 19 (6.25%) T-SQL
10 18 (5.92%) Go
11 16 (5.26%) C
12 11 (3.62%) VBA
13 9 (2.96%) Korn
14 7 (2.30%) Jython
14 7 (2.30%) TypeScript
15 4 (1.32%) Groovy
15 4 (1.32%) Perl
15 4 (1.32%) PowerShell
16 3 (0.99%) MATLAB
16 3 (0.99%) Scala
Qualifications
1 51 (16.78%) Degree
2 12 (3.95%) Computer Science Degree
3 7 (2.30%) Security Cleared
4 5 (1.64%) Master's Degree
4 5 (1.64%) SC Cleared
5 3 (0.99%) PhD
6 2 (0.66%) ACCA
6 2 (0.66%) CIMA
6 2 (0.66%) CISM
6 2 (0.66%) CISSP
7 1 (0.33%) DV Cleared
Quality Assurance & Compliance
1 6 (1.97%) QA
2 4 (1.32%) Data Quality
3 3 (0.99%) PCI DSS
4 2 (0.66%) GDPR
4 2 (0.66%) ISO/IEC 27001
4 2 (0.66%) Sarbanes-Oxley
5 1 (0.33%) SLA
5 1 (0.33%) Solvency II
System Software
1 41 (13.49%) Docker
2 15 (4.93%) Oracle RAC
3 3 (0.99%) HDFS
Systems Management
1 19 (6.25%) Docker Swarm
2 9 (2.96%) Data Guard
2 9 (2.96%) Oracle Enterprise Manager
2 9 (2.96%) Oracle RMAN
3 5 (1.64%) Ansible
3 5 (1.64%) Terraform
4 2 (0.66%) Kubernetes
5 1 (0.33%) HAProxy
5 1 (0.33%) Marathon
Vendors
1 33 (10.86%) Oracle
2 27 (8.88%) Microsoft
3 21 (6.91%) Tableau
4 18 (5.92%) Google
5 11 (3.62%) SAP
6 9 (2.96%) Salesforce.com
6 9 (2.96%) Talend
7 6 (1.97%) Perforce
7 6 (1.97%) Sophos
8 4 (1.32%) Cognizant
8 4 (1.32%) Infor
8 4 (1.32%) Twitter
9 3 (0.99%) Adobe
9 3 (0.99%) Siemens
10 2 (0.66%) Cognos
10 2 (0.66%) IBM
10 2 (0.66%) Informatica
10 2 (0.66%) Intel
10 2 (0.66%) TOWER Software
11 1 (0.33%) Ab Initio