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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 142 139 212
Rank change year-on-year
-3 +73
Permanent jobs citing Big Data 346 499 306
As % of all permanent IT jobs located in the South East 2.14% 2.29% 1.38%
As % of the Database & Business Intelligence category 7.47% 6.90% 4.79%
Number of salaries quoted 302 404 269
Median salary £50,500 £55,000 £50,000
Median salary % change year-on-year
-8.18% +10.00%
90% offered a salary of more than £37,500 £37,500 £31,000
10% offered a salary of more than £70,500 £70,000 £74,200
UK excluding London median salary £52,500 £50,000 £48,500
% change year-on-year
+5.00% +3.09%
Big Data
England

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
4633 7233 6393
As % of all permanent IT jobs located in the South East 28.70% 33.25% 28.79%
Number of salaries quoted 4091 6174 5403
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £64,000 £60,000 £60,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 3 December 2016.

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 3 December 2016. 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
(Click see detailed
statistics and trends)
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
Surrey +32 77 £65,000 +30.00% 8
Berkshire -29 77 £50,000 -13.04% 19
Hampshire -8 65 £40,000 -20.00% 12
West Sussex +50 34 £52,500 +31.25% 1
Oxfordshire -38 28 £57,500 -4.16% 10
Buckinghamshire +19 25 £37,500 +7.14% 2
East Sussex +19 16 £52,500 +7.69% 1
Kent +13 6 £47,500 -9.52% 1
Sussex - 1 £65,000 -
Big Data
England

Big Data
Top 30 Related IT Skills in the South East

For the 6 months to 3 December 2016, 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.

1 264 (35.29%) Java
2 263 (35.16%) Hadoop
3 257 (34.36%) Analytics
4 245 (32.75%) SQL
5 231 (30.88%) Agile Software Development
6 195 (26.07%) NoSQL
7 157 (20.99%) Linux
8 150 (20.05%) JavaScript
9 147 (19.65%) SQL Server
10 141 (18.85%) Python
11 139 (18.58%) Business Intelligence
12 123 (16.44%) Oracle
13 119 (15.91%) .NET
14 107 (14.30%) HTML
15 106 (14.17%) ETL
16 103 (13.77%) Analytical Skills
17 101 (13.50%) C#
17 101 (13.50%) MySQL
17 101 (13.50%) Degree
18 97 (12.97%) Scrum
19 92 (12.30%) Software Engineering
20 88 (11.76%) Apache Cassandra
21 87 (11.63%) Amazon AWS
22 85 (11.36%) Apache Hive
23 84 (11.23%) MVC
23 84 (11.23%) Data Warehouse
24 80 (10.70%) Spring
25 77 (10.29%) AngularJS
26 72 (9.63%) Elasticsearch
26 72 (9.63%) Apache Spark

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 72 (9.63%) Apache Spark
1 72 (9.63%) Elasticsearch
2 59 (7.89%) Apache Pig
3 43 (5.75%) SAS
4 32 (4.28%) nginx
5 27 (3.61%) Apache
6 19 (2.54%) SharePoint
7 11 (1.47%) Apache Solr
8 6 (0.80%) OpenStack
8 6 (0.80%) Oracle SOA Suite
9 5 (0.67%) JBoss
10 4 (0.53%) CMS
10 4 (0.53%) Confluence
10 4 (0.53%) IIS
10 4 (0.53%) Jupyter
10 4 (0.53%) NServiceBus
11 3 (0.40%) Skype for Business
11 3 (0.40%) WebSphere
11 3 (0.40%) WordPress
12 2 (0.27%) Tomcat
Applications
1 35 (4.68%) MS Excel
2 10 (1.34%) MS Office
3 7 (0.94%) MS PowerPoint
4 3 (0.40%) MS Project
5 1 (0.13%) SPSS
5 1 (0.13%) Stata
Business Applications
1 8 (1.07%) SAP Oil and Gas
2 4 (0.53%) Data Workbench
2 4 (0.53%) FastStats
3 3 (0.40%) BusinessWorks
3 3 (0.40%) SAP ERP
3 3 (0.40%) SAP HR
4 2 (0.27%) Oracle BPM
4 2 (0.27%) Oracle ERP
4 2 (0.27%) SAP CRM
5 1 (0.13%) HFM
5 1 (0.13%) Hyperion Enterprise
5 1 (0.13%) Hyperion Planning
5 1 (0.13%) WebTrends
Cloud Services
1 87 (11.63%) Amazon AWS
2 64 (8.56%) Microsoft Azure
3 26 (3.48%) SaaS
4 24 (3.21%) Cloud Computing
5 23 (3.07%) PaaS
6 22 (2.94%) GitHub
7 21 (2.81%) IaaS
8 14 (1.87%) Google Analytics
9 11 (1.47%) Amazon S3
10 5 (0.67%) Amazon EMR
11 4 (0.53%) Amazon Kinesis
11 4 (0.53%) AWS Lambda
11 4 (0.53%) Google Cloud Platform
12 1 (0.13%) Adobe Analytics
12 1 (0.13%) AWS Elastic Beanstalk
12 1 (0.13%) Azure Machine Learning
12 1 (0.13%) Heroku
12 1 (0.13%) IBM Cloud
12 1 (0.13%) Office 365
Communications & Networking
1 46 (6.15%) Internet
2 28 (3.74%) Firewall
3 22 (2.94%) TCP/IP
4 17 (2.27%) 4G
5 14 (1.87%) SAN
6 13 (1.74%) DNS
6 13 (1.74%) Unified Communications
7 12 (1.60%) 3G
7 12 (1.60%) 5G
7 12 (1.60%) NGN
7 12 (1.60%) Radio Access Network
7 12 (1.60%) SMTP
7 12 (1.60%) VoIP
7 12 (1.60%) VoLTE
8 11 (1.47%) HTTP
9 10 (1.34%) Value-Added Service
10 6 (0.80%) IPv4
11 5 (0.67%) PSTN
11 5 (0.67%) Wi-Fi
12 4 (0.53%) HTTPS
Database & Business Intelligence
1 263 (35.16%) Hadoop
2 195 (26.07%) NoSQL
3 147 (19.65%) SQL Server
4 101 (13.50%) MySQL
5 88 (11.76%) Apache Cassandra
6 85 (11.36%) Apache Hive
7 84 (11.23%) Data Warehouse
8 68 (9.09%) MongoDB
9 53 (7.09%) HBase
9 53 (7.09%) Relational Database
10 49 (6.55%) SQL Server Integration Services
11 43 (5.75%) Power BI
12 42 (5.61%) OLAP
13 38 (5.08%) PostgreSQL
14 35 (4.68%) Oracle OLAP
15 34 (4.55%) OLTP
16 32 (4.28%) SQL Server Reporting Services
17 28 (3.74%) SQL Server Analysis Services
18 24 (3.21%) Data Mining
19 22 (2.94%) Redis
Development Applications
1 51 (6.82%) JIRA
2 49 (6.55%) Git (software)
3 25 (3.34%) Talend Open Studio
4 24 (3.21%) Vagrant
5 22 (2.94%) Jenkins
6 18 (2.41%) Subversion
7 17 (2.27%) Selenium
8 9 (1.20%) Team Foundation Server
9 8 (1.07%) Cucumber
9 8 (1.07%) WinDbg
10 6 (0.80%) Bugzilla
10 6 (0.80%) Grunt
10 6 (0.80%) Maven
10 6 (0.80%) Trac
11 5 (0.67%) Atlassian Bamboo
11 5 (0.67%) git-flow
12 4 (0.53%) Ant
12 4 (0.53%) ERwin
12 4 (0.53%) JMeter
12 4 (0.53%) Visual Studio
General
1 64 (8.56%) Finance
2 52 (6.95%) Marketing
3 42 (5.61%) Games
4 28 (3.74%) Telecoms
5 21 (2.81%) Banking
5 21 (2.81%) Pharmaceutical
5 21 (2.81%) Retail
6 20 (2.67%) Music Industry
7 15 (2.01%) Manufacturing
8 10 (1.34%) Advertising
8 10 (1.34%) Law
9 7 (0.94%) Automotive
10 5 (0.67%) Aerospace
11 3 (0.40%) German Language
11 3 (0.40%) Legal
12 2 (0.27%) Billing
12 2 (0.27%) Publishing
13 1 (0.13%) French Language
13 1 (0.13%) Military
13 1 (0.13%) Swedish Language
Job Titles
1 315 (42.11%) Developer
2 101 (13.50%) Architect
3 96 (12.83%) Java Developer
4 90 (12.03%) Senior Developer
5 70 (9.36%) Data Architect
6 57 (7.62%) Analyst
7 44 (5.88%) Big Data Architect
8 43 (5.75%) PHP Developer
8 43 (5.75%) Software Engineer
9 41 (5.48%) SQL Developer
10 36 (4.81%) .NET Developer
10 36 (4.81%) Senior Java Developer
11 32 (4.28%) Big Data Developer
11 32 (4.28%) C# Developer
12 28 (3.74%) Senior PHP Developer
13 25 (3.34%) Data Scientist
14 24 (3.21%) Security Engineer
14 24 (3.21%) Web Developer
15 23 (3.07%) Hadoop Developer
15 23 (3.07%) Java Engineer
Libraries, Frameworks & Software Standards
1 119 (15.91%) .NET
2 107 (14.30%) HTML
3 80 (10.70%) Spring
4 77 (10.29%) AngularJS
5 66 (8.82%) CSS
6 62 (8.29%) Web Services
7 49 (6.55%) RESTful
8 41 (5.48%) HTML5
8 41 (5.48%) J2EE
8 41 (5.48%) Node.js
9 39 (5.21%) ASP.NET
10 31 (4.14%) Regular Expression
11 28 (3.74%) REST
12 25 (3.34%) jQuery
12 25 (3.34%) XML
13 23 (3.07%) Twitter Bootstrap
14 22 (2.94%) JSON
15 20 (2.67%) CSS3
15 20 (2.67%) ZeroMQ
16 18 (2.41%) Kafka
Miscellaneous
1 103 (13.77%) Analytical Skills
2 57 (7.62%) Computer Science
3 43 (5.75%) Visualisation
4 37 (4.95%) Management Information System
5 36 (4.81%) Internet of Things
6 33 (4.41%) Enterprise Software
7 26 (3.48%) Statistics
8 22 (2.94%) Cyberthreat
9 20 (2.67%) Credit Risk
10 19 (2.54%) Data Centre
11 18 (2.41%) Algorithms
11 18 (2.41%) Mathematics
12 15 (2.01%) Data Structures
13 14 (1.87%) Data Integration
14 13 (1.74%) User Experience
15 12 (1.60%) IPTV
15 12 (1.60%) Mobile App
16 11 (1.47%) Cyber Attack
16 11 (1.47%) Physics
17 9 (1.20%) Blockchain
Operating Systems
1 157 (20.99%) Linux
2 71 (9.49%) Windows
3 48 (6.42%) Unix
4 28 (3.74%) CentOS
5 27 (3.61%) Windows Server
6 21 (2.81%) Windows Server 2012
7 20 (2.67%) Windows Server 2008
8 12 (1.60%) Android
9 11 (1.47%) Apple iOS
10 8 (1.07%) Red Hat Enterprise Linux
11 4 (0.53%) Debian
11 4 (0.53%) Ubuntu
12 3 (0.40%) Windows 10
12 3 (0.40%) Windows 8
13 1 (0.13%) Windows Server 2003
Processes & Methodologies
1 257 (34.36%) Analytics
2 231 (30.88%) Agile Software Development
3 139 (18.58%) Business Intelligence
4 106 (14.17%) ETL
5 97 (12.97%) Scrum
6 92 (12.30%) Software Engineering
7 84 (11.23%) MVC
8 69 (9.22%) Data Analytics
9 66 (8.82%) TDD
10 65 (8.69%) Open Source
11 64 (8.56%) MapReduce
12 63 (8.42%) Data Modelling
13 55 (7.35%) Big Data Analytics
14 54 (7.22%) Cybersecurity
15 47 (6.28%) Web Development
16 43 (5.75%) Presales
17 42 (5.61%) Data Analysis
17 42 (5.61%) Machine Learning
17 42 (5.61%) Project Management
18 41 (5.48%) Migration
Programming Languages
1 264 (35.29%) Java
2 245 (32.75%) SQL
3 150 (20.05%) JavaScript
4 141 (18.85%) Python
5 101 (13.50%) C#
6 69 (9.22%) PHP
7 52 (6.95%) C++
8 51 (6.82%) PL/SQL
9 44 (5.88%) R
10 43 (5.75%) Shell Script
11 34 (4.55%) T-SQL
12 28 (3.74%) Scala
13 27 (3.61%) PowerShell
14 21 (2.81%) Perl
15 20 (2.67%) Ruby
16 17 (2.27%) PHP 5
16 17 (2.27%) XPath
17 16 (2.14%) C
18 15 (2.01%) Bash Shell
19 12 (1.60%) PHP 7
Qualifications
1 101 (13.50%) Degree
2 50 (6.68%) Security Cleared
3 35 (4.68%) SC Cleared
4 18 (2.41%) Microsoft Certification
5 16 (2.14%) PhD
6 13 (1.74%) CISSP
7 12 (1.60%) MCSE
8 10 (1.34%) DV Cleared
9 7 (0.94%) Cisco Certification
9 7 (0.94%) GCIA
9 7 (0.94%) ISEB
9 7 (0.94%) MCP
9 7 (0.94%) MCTS
10 6 (0.80%) CISA
11 5 (0.67%) ITIL Certification
12 4 (0.53%) CCNA
12 4 (0.53%) CEH
12 4 (0.53%) RHCE
13 3 (0.40%) CCIE
13 3 (0.40%) GCIH
Quality Assurance & Compliance
1 21 (2.81%) SLA
2 17 (2.27%) Data Quality
3 12 (1.60%) QA
4 10 (1.34%) ISO/IEC 27001
5 8 (1.07%) COBIT
6 2 (0.27%) PCI DSS
7 1 (0.13%) GPG13
7 1 (0.13%) SDET
System Software
1 47 (6.28%) Docker
2 38 (5.08%) Apache Flume
3 30 (4.01%) Active Directory
4 28 (3.74%) HDFS
5 12 (1.60%) Apache ZooKeeper
6 10 (1.34%) Virtual Machines
7 8 (1.07%) VirtualBox
8 7 (0.94%) Oracle RAC
8 7 (0.94%) VMware Infrastructure
9 6 (0.80%) KVM
10 4 (0.53%) LXC
11 3 (0.40%) Hyper-V
Systems Management
1 29 (3.88%) Oozie
2 25 (3.34%) Puppet
3 17 (2.27%) Hadoop YARN
4 7 (0.94%) Kibana
5 6 (0.80%) Ambari
6 4 (0.53%) Opscode Chef
7 3 (0.40%) Graphite
7 3 (0.40%) Kubernetes
7 3 (0.40%) Mesos
8 2 (0.27%) Ansible
8 2 (0.27%) EnCase
8 2 (0.27%) Nagios
8 2 (0.27%) Salt
9 1 (0.13%) EMC NetWorker
9 1 (0.13%) Grafana
9 1 (0.13%) Host Intrusion Detection System
9 1 (0.13%) logstash
9 1 (0.13%) SELinux
9 1 (0.13%) Terraform
Vendors
1 123 (16.44%) Oracle
2 72 (9.63%) Microsoft
3 43 (5.75%) Google
4 34 (4.55%) SAP
5 33 (4.41%) Cognos
6 31 (4.14%) Cloudera
6 31 (4.14%) Hortonworks
7 25 (3.34%) Talend
8 21 (2.81%) Tableau
9 20 (2.67%) Apple
9 20 (2.67%) Teradata
10 18 (2.41%) IBM
11 13 (1.74%) Cisco
12 11 (1.47%) Red Hat
13 10 (1.34%) MapR
13 10 (1.34%) VMware
14 9 (1.20%) Splunk
15 8 (1.07%) Sophos
16 7 (0.94%) TIBCO
17 6 (0.80%) Salesforce.com
Oxford, Oxfordshire
Randstad Technologies
Salary: £40000 - £60000.00 per annum
Posted: Yesterday
Reading, Berkshire
Randstad Technologies
Salary: £30000 - £55000.00 per annum
Posted: Yesterday
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £competitive
Posted: Yesterday
Reading, Berkshire
Coal IT Services
Salary: From £30,000 to £35,000 per annum Plus Full Bens and Bonus
Posted: Yesterday
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 3 days ago
Oxfordshire
Austin Fraser
Salary: £55000.00 - £62000.00 per annum + Bonus + Benefits
Posted: 2 days ago
Hampshire
Austin Fraser
Salary: £65000 - £70000 per annum + Benefits
Posted: 3 days ago
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 3 days ago
Reading, Berkshire
CGI
Salary: £50000 - £60000 per annum + benefits
Posted: Yesterday
Oxfordshire
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: Yesterday
Guildford, Surrey
IntaPeople
Salary: £30000 - £45000 per annum
Posted: 2 days ago
Southampton, Hampshire
Linking Humans Limited
Salary: From £50,000 to £80,000 per annum plus benefits
Posted: 2 days ago
Oxford, Oxfordshire
Corriculo
Salary: Up to £60,000 per annum + 10% Bonus + Benefits
Posted: 5 days ago
Banbury, Oxfordshire
Mortimer Spinks
Salary: £25000 - £45000 per annum
Posted: 4 days ago
Eastleigh, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £45000 per annum + benefits
Posted: Yesterday
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: 2 days ago
Abingdon, Oxfordshire
Corriculo
Salary: From £35,000 to £45,000 per annum
Posted: 5 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £40000 per annum + benefits
Posted: Yesterday
Southampton, Hampshire
Linking Humans Limited
Salary: From £30,000 to £40,000 per annum plus full benefits package
Posted: 2 days ago
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £65,000 per annum + bonus and excellent benefits
Posted: 4 days ago
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: 4 days ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £35000 - £45000 per annum + BIG BENS, Bonus, Stock, CISSP
Posted: 2 days ago
Oxford, Oxfordshire
Corriculo
Salary: Up to £55,000 per annum + 10% Bonus + Benefits
Posted: 4 days ago
Reading, Berkshire
ANSON MCCADE
Salary: £35,000 - £51,000 and wonderful benefits
Posted: 5 days ago
Maidenhead, Berkshire
Hitachi Consulting UK
Salary: From £50,000 to £90,000 per annum inc Bonus + Benefits
Posted: 8 days ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £35000 - £40000 per annum + BIG BENS, Bonus, Stock, CISSP
Posted: 2 days ago
Berkshire
Fenwick Ryan
Salary: £55000 - £60000 per annum + Bonus + Ext Bens + Training
Posted: 5 days ago
Reading, Berkshire
CGI
Salary: £40000 - £50000 per annum
Posted: 13 days ago
Woking, Surrey
Understanding Recruitment
Salary: £50000 - £56000 per annum + benefits
Posted: 5 days ago
Wokingham, Berkshire
ENTERPRISE RECRUITMENT LTD
Salary: £35000 - £45000 per annum, Benefits: Bonus, Medical, Pension + more!
Posted: 4 days ago