The table below looks at the statistics for Big Data skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Big Data
England / South East
Rank 124 123 236
Rank change year-on-year
-1 +113
Permanent jobs citing Big Data 381 512 237
As % of all permanent IT jobs located in the South East 2.54% 2.62% 1.15%
As % of the Database & Business Intelligence category 8.63% 7.78% 3.83%
Number of salaries quoted 332 398 211
Median salary £52,500 £57,500 £53,750
Median salary % change year-on-year
-8.69% +6.97%
90% offered a salary of more than £37,500 £35,000 £29,000
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the South East region.

Database & Business Intelligence Category
South East
Permanent IT job ads with a match in the
Database & Business Intelligence category
4413 6584 6194
As % of all permanent IT jobs located in the South East 29.37% 33.75% 30.13%
Number of salaries quoted 3861 5680 5363
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,500 £32,500 £30,000
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Big Data
Jobs Demand Trend in the South East

The demand trend of job ads across the South East region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in the South East

Big Data
Salary Trend in the South East

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

Big Data Salary Trend in the South East

Big Data
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Big Data across the South East region over the 3 months to 20 January 2017.

Big Data Salary Histogram in the South East

Big Data
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 Big Data within the South East region over the 3 months to 20 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Berkshire -31 99 £47,500 -13.63% 19
Surrey +42 70 £65,000 +8.33% 14
Hampshire -2 58 £42,500 -15.00% 10
Oxfordshire -4 56 £55,000 -8.33% 11
Buckinghamshire +30 25 £47,500 +35.71% 4
West Sussex +20 22 £62,500 +83.82% 1
East Sussex +18 17 £50,000 -20.00%
Kent +18 15 £46,750 -10.95% 1
Sussex - 6 £65,000 -
Middlesex -3 2 - -
Big Data
England

Big Data
Top 30 Related IT Skills in the South East

For the 6 months to 20 January 2017, IT jobs citing Big Data 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 Big Data.

1 259 (36.53%) Java
2 254 (35.83%) Agile Software Development
3 253 (35.68%) SQL
4 241 (33.99%) Hadoop
5 237 (33.43%) Analytics
6 182 (25.67%) NoSQL
7 151 (21.30%) Business Intelligence
8 142 (20.03%) Linux
9 138 (19.46%) Python
10 134 (18.90%) JavaScript
11 125 (17.63%) Oracle
11 125 (17.63%) SQL Server
12 114 (16.08%) Scrum
13 109 (15.37%) ETL
14 107 (15.09%) MySQL
15 103 (14.53%) Degree
16 102 (14.39%) .NET
17 94 (13.26%) Analytical Skills
18 92 (12.98%) HTML
18 92 (12.98%) Web Services
19 91 (12.83%) Amazon AWS
20 89 (12.55%) Spring
20 89 (12.55%) Software Engineering
21 87 (12.27%) Data Warehouse
21 87 (12.27%) Microsoft
22 81 (11.42%) Microsoft Azure
23 76 (10.72%) MVC
24 75 (10.58%) TDD
24 75 (10.58%) Open Source
25 73 (10.30%) AngularJS

Big Data
Top Related 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 61 (8.60%) Apache Spark
1 61 (8.60%) Elasticsearch
2 45 (6.35%) Apache Pig
3 39 (5.50%) Apache
4 28 (3.95%) nginx
4 28 (3.95%) SAS
5 16 (2.26%) CMS
6 14 (1.97%) JBoss
6 14 (1.97%) SharePoint
7 13 (1.83%) Apache Solr
8 11 (1.55%) Tomcat
9 9 (1.27%) BizTalk Server
9 9 (1.27%) Jetty
9 9 (1.27%) WordPress
10 7 (0.99%) OpenStack
11 5 (0.71%) Confluence
11 5 (0.71%) Jupyter
12 4 (0.56%) IIS
12 4 (0.56%) NServiceBus
13 3 (0.42%) Skype for Business
Applications
1 40 (5.64%) MS Excel
2 10 (1.41%) MS Office
3 7 (0.99%) MS PowerPoint
4 3 (0.42%) MS Project
4 3 (0.42%) SPSS
5 1 (0.14%) Stata
Business Applications
1 9 (1.27%) SAP CRM
2 6 (0.85%) FastStats
2 6 (0.85%) Magento
3 4 (0.56%) Data Workbench
3 4 (0.56%) SAP ERP
4 2 (0.28%) BusinessWorks
4 2 (0.28%) Oracle BPM
4 2 (0.28%) SAP HR
4 2 (0.28%) SAP MDM
4 2 (0.28%) SAP Oil and Gas
5 1 (0.14%) Dynamics AX
5 1 (0.14%) HFM
5 1 (0.14%) Hyperion Enterprise
5 1 (0.14%) Hyperion Planning
5 1 (0.14%) Maximo
5 1 (0.14%) Oracle ERP
5 1 (0.14%) WebTrends
Cloud Services
1 91 (12.83%) Amazon AWS
2 81 (11.42%) Microsoft Azure
3 25 (3.53%) Cloud Computing
3 25 (3.53%) GitHub
3 25 (3.53%) PaaS
3 25 (3.53%) SaaS
4 23 (3.24%) IaaS
5 14 (1.97%) Google Analytics
6 11 (1.55%) Amazon S3
7 6 (0.85%) Google Cloud Platform
8 5 (0.71%) Amazon EMR
9 4 (0.56%) Amazon Kinesis
9 4 (0.56%) AWS Lambda
10 3 (0.42%) Adobe Analytics
10 3 (0.42%) Office 365
11 2 (0.28%) AWS Elastic Beanstalk
11 2 (0.28%) Heroku
12 1 (0.14%) Azure Machine Learning
Communications & Networking
1 37 (5.22%) Internet
2 16 (2.26%) 4G
3 14 (1.97%) SAN
4 13 (1.83%) Unified Communications
5 12 (1.69%) 3G
5 12 (1.69%) 5G
5 12 (1.69%) HTTP
5 12 (1.69%) NGN
5 12 (1.69%) Radio Access Network
5 12 (1.69%) VoIP
5 12 (1.69%) VoLTE
6 11 (1.55%) Firewall
7 10 (1.41%) Value-Added Service
8 9 (1.27%) DNS
8 9 (1.27%) SMTP
9 7 (0.99%) TCP/IP
10 6 (0.85%) IPv4
11 4 (0.56%) HTTPS
11 4 (0.56%) PSTN
11 4 (0.56%) Wi-Fi
Database & Business Intelligence
1 241 (33.99%) Hadoop
2 182 (25.67%) NoSQL
3 125 (17.63%) SQL Server
4 107 (15.09%) MySQL
5 87 (12.27%) Data Warehouse
6 72 (10.16%) Apache Cassandra
6 72 (10.16%) Apache Hive
7 56 (7.90%) Power BI
8 55 (7.76%) MongoDB
8 55 (7.76%) SQL Server Integration Services
9 53 (7.48%) Relational Database
10 51 (7.19%) HBase
11 48 (6.77%) OLAP
12 44 (6.21%) SQL Server Reporting Services
13 41 (5.78%) OLTP
14 38 (5.36%) SQL Server Analysis Services
15 37 (5.22%) BusinessObjects
15 37 (5.22%) Oracle OLAP
16 29 (4.09%) PostgreSQL
17 24 (3.39%) RDBMS
Development Applications
1 69 (9.73%) JIRA
2 54 (7.62%) Git (software)
3 41 (5.78%) Talend Open Studio
4 20 (2.82%) Vagrant
5 19 (2.68%) Jenkins
6 17 (2.40%) Subversion
7 13 (1.83%) Maven
8 12 (1.69%) Selenium
8 12 (1.69%) Team Foundation Server
9 10 (1.41%) Gradle
10 9 (1.27%) Bower
10 9 (1.27%) Cucumber
10 9 (1.27%) Grunt
10 9 (1.27%) Visual Studio
11 8 (1.13%) Bugzilla
12 7 (0.99%) git-flow
12 7 (0.99%) NUnit
12 7 (0.99%) Trac
13 5 (0.71%) WinDbg
14 4 (0.56%) Bitbucket
General
1 61 (8.60%) Marketing
2 41 (5.78%) Finance
3 40 (5.64%) Games
4 29 (4.09%) Telecoms
5 16 (2.26%) Music Industry
6 13 (1.83%) Advertising
6 13 (1.83%) Retail
7 9 (1.27%) Legal
7 9 (1.27%) Manufacturing
8 7 (0.99%) Pharmaceutical
9 6 (0.85%) Law
10 5 (0.71%) Banking
10 5 (0.71%) German Language
11 4 (0.56%) Publishing
12 3 (0.42%) Automotive
13 2 (0.28%) Electronics
13 2 (0.28%) French Language
13 2 (0.28%) Military
14 1 (0.14%) Swedish Language
Job Titles
1 312 (44.01%) Developer
2 100 (14.10%) Java Developer
3 90 (12.69%) Architect
4 81 (11.42%) Senior Developer
5 68 (9.59%) Analyst
6 54 (7.62%) Data Architect
7 51 (7.19%) Software Engineer
8 42 (5.92%) PHP Developer
9 39 (5.50%) Big Data Developer
9 39 (5.50%) SQL Developer
10 38 (5.36%) Senior Java Developer
11 34 (4.80%) Big Data Architect
12 29 (4.09%) Data Scientist
13 27 (3.81%) .NET Developer
13 27 (3.81%) Lead Developer
14 26 (3.67%) Junior
15 25 (3.53%) Senior PHP Developer
16 24 (3.39%) Java Engineer
17 23 (3.24%) Web Developer
18 22 (3.10%) Junior Developer
Libraries, Frameworks & Software Standards
1 102 (14.39%) .NET
2 92 (12.98%) HTML
2 92 (12.98%) Web Services
3 89 (12.55%) Spring
4 73 (10.30%) AngularJS
5 63 (8.89%) RESTful
6 61 (8.60%) CSS
7 53 (7.48%) J2EE
8 43 (6.06%) HTML5
9 39 (5.50%) REST
10 30 (4.23%) Twitter Bootstrap
11 29 (4.09%) Node.js
12 28 (3.95%) XML
13 26 (3.67%) ASP.NET
13 26 (3.67%) SOAP
14 23 (3.24%) CSS3
15 19 (2.68%) Regular Expression
16 18 (2.54%) Apache Camel
17 17 (2.40%) jQuery
17 17 (2.40%) JSON
Miscellaneous
1 94 (13.26%) Analytical Skills
2 60 (8.46%) Computer Science
3 43 (6.06%) Management Information System
4 38 (5.36%) Visualisation
5 36 (5.08%) Enterprise Software
6 35 (4.94%) Internet of Things
7 32 (4.51%) Statistics
8 26 (3.67%) Semantic Web
9 24 (3.39%) Data Structures
10 23 (3.24%) Mathematics
11 21 (2.96%) Credit Risk
11 21 (2.96%) Data Centre
12 16 (2.26%) Algorithms
13 15 (2.12%) User Experience
14 14 (1.97%) Cyberthreat
14 14 (1.97%) Data Integration
15 12 (1.69%) IPTV
16 10 (1.41%) Cyber Attack
17 9 (1.27%) Mobile App
17 9 (1.27%) Physics
Operating Systems
1 142 (20.03%) Linux
2 59 (8.32%) Windows
3 46 (6.49%) Unix
4 22 (3.10%) CentOS
5 16 (2.26%) Windows Server
6 11 (1.55%) Windows Server 2012
7 10 (1.41%) Windows Server 2008
8 8 (1.13%) Android
8 8 (1.13%) Apple iOS
8 8 (1.13%) Red Hat Enterprise Linux
8 8 (1.13%) Ubuntu
9 4 (0.56%) Debian
10 3 (0.42%) Windows 10
10 3 (0.42%) Windows 8
11 1 (0.14%) MVS
Processes & Methodologies
1 254 (35.83%) Agile Software Development
2 237 (33.43%) Analytics
3 151 (21.30%) Business Intelligence
4 114 (16.08%) Scrum
5 109 (15.37%) ETL
6 89 (12.55%) Software Engineering
7 76 (10.72%) MVC
8 75 (10.58%) Open Source
8 75 (10.58%) TDD
9 66 (9.31%) MapReduce
10 64 (9.03%) Data Modelling
11 49 (6.91%) BDD
12 45 (6.35%) Machine Learning
12 45 (6.35%) SOA
13 44 (6.21%) Data Analytics
13 44 (6.21%) Web Development
14 43 (6.06%) Migration
15 42 (5.92%) Predictive Analytics
16 41 (5.78%) Kanban
16 41 (5.78%) Time Management
Programming Languages
1 259 (36.53%) Java
2 253 (35.68%) SQL
3 138 (19.46%) Python
4 134 (18.90%) JavaScript
5 70 (9.87%) C#
6 69 (9.73%) PHP
7 66 (9.31%) C++
8 50 (7.05%) PL/SQL
9 42 (5.92%) R
10 32 (4.51%) Scala
11 30 (4.23%) Shell Script
12 29 (4.09%) T-SQL
13 24 (3.39%) PowerShell
14 22 (3.10%) C
14 22 (3.10%) Ruby
15 19 (2.68%) Bash Shell
16 14 (1.97%) PHP 5
16 14 (1.97%) PHP 7
16 14 (1.97%) XPath
17 11 (1.55%) Perl
Qualifications
1 103 (14.53%) Degree
2 28 (3.95%) Security Cleared
3 20 (2.82%) CISSP
4 16 (2.26%) SC Cleared
5 14 (1.97%) GCIA
5 14 (1.97%) PhD
6 12 (1.69%) Microsoft Certification
7 11 (1.55%) CEH
8 7 (0.99%) Cisco Certification
8 7 (0.99%) DV Cleared
8 7 (0.99%) MCSE
9 5 (0.71%) ISEB
10 4 (0.56%) CCNA
10 4 (0.56%) CISA
10 4 (0.56%) ITIL Certification
10 4 (0.56%) RHCE
11 3 (0.42%) CCIE
11 3 (0.42%) CCNP
11 3 (0.42%) MCP
11 3 (0.42%) MCSA
Quality Assurance & Compliance
1 25 (3.53%) Data Quality
2 23 (3.24%) SLA
3 18 (2.54%) QA
4 13 (1.83%) COBIT
5 10 (1.41%) ISO/IEC 27001
6 1 (0.14%) PCI DSS
6 1 (0.14%) SDET
System Software
1 38 (5.36%) Docker
2 23 (3.24%) HDFS
3 20 (2.82%) Apache Flume
4 19 (2.68%) Active Directory
5 10 (1.41%) Apache ZooKeeper
5 10 (1.41%) VMware Infrastructure
6 8 (1.13%) VirtualBox
7 7 (0.99%) Oracle RAC
8 6 (0.85%) KVM
9 5 (0.71%) Virtual Machines
10 4 (0.56%) LXC
11 3 (0.42%) Hyper-V
Systems Management
1 27 (3.81%) Puppet
2 16 (2.26%) Oozie
3 14 (1.97%) Hadoop YARN
4 6 (0.85%) Ambari
4 6 (0.85%) Kibana
4 6 (0.85%) Opscode Chef
5 3 (0.42%) Icinga
5 3 (0.42%) vRealize
6 2 (0.28%) Ansible
6 2 (0.28%) Grafana
6 2 (0.28%) Graphite
6 2 (0.28%) Kubernetes
6 2 (0.28%) Mesos
6 2 (0.28%) Nagios
6 2 (0.28%) Salt
6 2 (0.28%) SELinux
7 1 (0.14%) EMC NetWorker
7 1 (0.14%) EnCase
7 1 (0.14%) Host Intrusion Detection System
Vendors
1 125 (17.63%) Oracle
2 87 (12.27%) Microsoft
3 41 (5.78%) Cognos
3 41 (5.78%) Talend
4 35 (4.94%) Google
5 30 (4.23%) SAP
6 21 (2.96%) Hortonworks
6 21 (2.96%) Tableau
7 16 (2.26%) Cloudera
8 15 (2.12%) Teradata
9 14 (1.97%) VMware
10 13 (1.83%) Apple
11 11 (1.55%) Cisco
11 11 (1.55%) IBM
11 11 (1.55%) Red Hat
12 9 (1.27%) Perforce
13 8 (1.13%) MapR
14 7 (0.99%) Adobe
14 7 (0.99%) Dell
14 7 (0.99%) EMC
Canterbury, Kent
ComputerWorld Personnel Ltd
Salary: £20000 - £35000 per annum
Posted: 5 hours ago
Milton Keynes, Buckinghamshire
Robert Walters
Salary: £80000 - £94000 per annum + 10% Bonus, Car Allowance
Posted: 9 hours ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum
Posted: 9 hours ago
Oxfordshire
Austin Fraser
Salary: £22000 - £25000 per annum + Benefits + Training
Posted: 8 hours ago
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: 7 hours ago
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £65,000 per annum + bonus and excellent benefits
Posted: 7 hours ago
Winchester, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £45000 per annum
Posted: 6 hours ago
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: 7 hours ago
Woking, Surrey
Experis Ltd
Salary: £40000 - £45000 per annum + Bonus & Benefits
Posted: 8 hours ago
Hampshire
Acumin
Salary: Up to £55,000 per annum DOE
Posted: Yesterday
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 2 days ago
Wokingham, Berkshire
Sopra Steria Recruitment
Salary: From £48,000 to £60,000 per annum +15% Flexible Benefits
Posted: 12 hours ago
Abingdon, Oxfordshire
Corriculo
Salary: From £35,000 to £45,000 per annum
Posted: 2 days ago
Basingstoke, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £55000 - £75000 per annum + benefits
Posted: Yesterday
Bracknell, Berkshire
Big Red Recruitment
Salary: £25000 - £30000 per annum
Posted: 2 days ago
Reading, Berkshire
CGI
Salary: £35000 - £50000 per annum
Posted: Yesterday
West Sussex
Creative Personnel
Salary: £28000 - £32000 per annum
Posted: Yesterday
Bracknell, Berkshire
Big Wednesday Digital Ltd
Salary: £45000 - £105000 per annum + negotiable
Posted: 2 days ago
Oxfordshire
Stott & May
Salary: £50000 - £90000 per annum + equity
Posted: 4 days ago
Hampshire
Austin Fraser
Salary: £60000.00 - £75000.00 per annum + Benefits
Posted: 4 days ago
Oxfordshire
Austin Fraser
Salary: £22000.00 - £26000.00 per annum + Benefits
Posted: 4 days ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £35000 - £45000 per annum + BIG BENS, Bonus, Stock, CISSP
Posted: Yesterday
Oxford, Oxfordshire
Corriculo
Salary: Up to £55,000 per annum + 10% Bonus + Benefits
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Parallel Consulting
Salary: £45000 - £55000 per annum + bonus, benefits, pension
Posted: 4 days ago
Woking, Surrey
Understanding Recruitment
Salary: £50000 - £56000 per annum + benefits
Posted: 5 days ago
Reading, Berkshire
Veritas Technologies (Uk) Ltd
Salary: Competitive
Posted: 17 days ago
Slough, Berkshire
Connected IT
Salary: £25000 - £35000.00 per annum + Benefits
Posted: 9 days ago
Reading, Berkshire
Veritas Technologies (Uk) Ltd
Salary: Competitive
Posted: 17 days ago
Reading, Berkshire
CGI
Salary: £50000 - £60000 per annum + benefits
Posted: 21 days ago