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 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 155 152 257
Rank change year-on-year
-3 +105
Permanent jobs citing Big Data 365 433 239
As % of all permanent IT jobs located in the South East 2.08% 2.07% 1.09%
As % of the Database & Business Intelligence category 7.06% 6.40% 3.61%
Number of salaries quoted 295 312 203
Median salary £54,000 £52,250 £50,000
Median salary % change year-on-year
+3.34% +4.50%
90% offered a salary of more than £37,500 £32,500 £37,200
10% offered a salary of more than £89,000 £67,500 £70,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
5170 6768 6612
As % of all permanent IT jobs located in the South East 29.42% 32.43% 30.07%
Number of salaries quoted 4466 5837 5454
Median salary £47,500 £43,500 £42,500
Median salary % change year-on-year
+9.19% +2.35%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £60,000 £62,500 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 26 September 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 26 September 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
Berkshire -9 91 £60,000 - 9
Surrey +26 86 £60,000 +26.31% 9
Hampshire +2 66 £50,000 -3.84% 8
Oxfordshire -32 44 £52,500 -4.54% 9
Buckinghamshire +24 27 £37,500 -21.05% 7
West Sussex +36 25 £52,500 +44.82%
East Sussex -10 11 £70,000 +100.00% 2
Kent -3 4 £48,750 +44.44% 1
Middlesex - 3 - - 2
Big Data
England

Big Data
Top 30 Related IT Skills in the South East

For the 6 months to 26 September 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.

1 320 (38.60%) Java
2 281 (33.90%) Agile Software Development
2 281 (33.90%) Hadoop
3 268 (32.33%) Analytics
4 264 (31.85%) SQL
5 190 (22.92%) Python
6 185 (22.32%) NoSQL
7 179 (21.59%) Linux
8 165 (19.90%) Degree
9 164 (19.78%) JavaScript
10 156 (18.82%) SQL Server
11 152 (18.34%) Oracle
12 131 (15.80%) Business Intelligence
13 129 (15.56%) Analytical Skills
14 123 (14.84%) .NET
15 121 (14.60%) C#
16 116 (13.99%) HTML
17 115 (13.87%) Software Engineering
18 112 (13.51%) ETL
19 108 (13.03%) Elasticsearch
20 103 (12.42%) Scrum
21 102 (12.30%) TDD
22 97 (11.70%) Windows
23 96 (11.58%) Data Analytics
24 95 (11.46%) Apache Hive
25 92 (11.10%) Amazon AWS
26 91 (10.98%) Spring
27 89 (10.74%) Apache Cassandra
28 88 (10.62%) Computer Science
28 88 (10.62%) Finance

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
1 108 (13.03%) Elasticsearch
2 84 (10.13%) Apache Pig
3 81 (9.77%) Apache Spark
4 50 (6.03%) SAS
5 39 (4.70%) Apache
6 33 (3.98%) nginx
7 19 (2.29%) JBoss
8 16 (1.93%) SharePoint
9 12 (1.45%) Confluence
10 9 (1.09%) Liferay
10 9 (1.09%) Tomcat
11 8 (0.97%) Apache Solr
11 8 (0.97%) Jetty
12 7 (0.84%) OpenStack
12 7 (0.84%) WebLogic
13 4 (0.48%) IIS
14 3 (0.36%) Cloud Foundry
14 3 (0.36%) WebSphere
15 2 (0.24%) Jupyter
15 2 (0.24%) NServiceBus
Applications
1 31 (3.74%) MS Excel
2 13 (1.57%) MS Project
3 10 (1.21%) MS Office
4 8 (0.97%) MS PowerPoint
5 1 (0.12%) SPSS
Business Applications
1 19 (2.29%) SAP Oil and Gas
2 4 (0.48%) Radian6
3 3 (0.36%) BusinessWorks
3 3 (0.36%) SAP HR
4 2 (0.24%) Oracle BPM
4 2 (0.24%) Oracle ERP
4 2 (0.24%) SAP ERP
5 1 (0.12%) Data Workbench
5 1 (0.12%) FastStats
5 1 (0.12%) WebTrends
Cloud Services
1 92 (11.10%) Amazon AWS
2 51 (6.15%) Microsoft Azure
3 40 (4.83%) SaaS
4 37 (4.46%) Cloud Computing
5 27 (3.26%) PaaS
6 25 (3.02%) IaaS
7 21 (2.53%) GitHub
8 18 (2.17%) Amazon EC2
9 6 (0.72%) AWS CloudFormation
10 5 (0.60%) Amazon S3
11 4 (0.48%) Google Cloud Platform
12 3 (0.36%) AWS Elastic Beanstalk
12 3 (0.36%) Heroku
13 2 (0.24%) Force.com
13 2 (0.24%) Google Analytics
13 2 (0.24%) IBM Cloud
13 2 (0.24%) Office 365
14 1 (0.12%) Amazon EMR
14 1 (0.12%) Azure Machine Learning
14 1 (0.12%) OpenShift
Communications & Networking
1 57 (6.88%) Internet
2 49 (5.91%) Firewall
3 29 (3.50%) TCP/IP
4 24 (2.90%) DNS
5 21 (2.53%) SMTP
6 19 (2.29%) 4G
7 12 (1.45%) 3G
7 12 (1.45%) 5G
7 12 (1.45%) NGN
7 12 (1.45%) Radio Access Network
7 12 (1.45%) VoIP
7 12 (1.45%) VoLTE
8 10 (1.21%) HTTP
8 10 (1.21%) Value-Added Service
9 8 (0.97%) LAN
9 8 (0.97%) WAN
10 7 (0.84%) IPv4
10 7 (0.84%) Network Security
10 7 (0.84%) PSTN
10 7 (0.84%) Wi-Fi
Database & Business Intelligence
1 281 (33.90%) Hadoop
2 185 (22.32%) NoSQL
3 156 (18.82%) SQL Server
4 95 (11.46%) Apache Hive
5 89 (10.74%) Apache Cassandra
6 83 (10.01%) Data Warehouse
7 77 (9.29%) MySQL
8 71 (8.56%) MongoDB
9 53 (6.39%) HBase
9 53 (6.39%) Relational Database
10 37 (4.46%) PostgreSQL
11 33 (3.98%) Oracle Database
12 30 (3.62%) Data Mining
13 29 (3.50%) SQL Server Integration Services
14 27 (3.26%) RDBMS
15 25 (3.02%) OLAP
16 23 (2.77%) Enterprise Data Warehouse
16 23 (2.77%) Oracle ODI
17 22 (2.65%) Oracle OLAP
18 20 (2.41%) Oracle Exadata
Development Applications
1 57 (6.88%) JIRA
2 53 (6.39%) Git (software)
3 31 (3.74%) Subversion
4 27 (3.26%) Jenkins
5 24 (2.90%) Talend Open Studio
5 24 (2.90%) Vagrant
6 17 (2.05%) WinDbg
7 15 (1.81%) Selenium
8 14 (1.69%) Visual Studio
9 12 (1.45%) Maven
10 8 (0.97%) Gradle
11 7 (0.84%) Cucumber
11 7 (0.84%) Eclipse
12 6 (0.72%) Bitbucket
12 6 (0.72%) Bugzilla
12 6 (0.72%) NetBeans
12 6 (0.72%) Trac
13 4 (0.48%) Ant
13 4 (0.48%) ERwin
13 4 (0.48%) Oracle APEX
General
1 88 (10.62%) Finance
2 44 (5.31%) Retail
3 40 (4.83%) Banking
4 38 (4.58%) Games
5 36 (4.34%) Marketing
6 35 (4.22%) Telecoms
7 28 (3.38%) Pharmaceutical
8 27 (3.26%) Manufacturing
9 20 (2.41%) Music Industry
10 17 (2.05%) Aerospace
10 17 (2.05%) Automotive
11 15 (1.81%) Law
12 10 (1.21%) Publishing
13 8 (0.97%) Legal
14 7 (0.84%) Advertising
15 2 (0.24%) Billing
15 2 (0.24%) Financial Institution
16 1 (0.12%) Electronics
Job Titles
1 333 (40.17%) Developer
2 110 (13.27%) Architect
3 102 (12.30%) Java Developer
4 83 (10.01%) Senior Developer
5 65 (7.84%) Data Architect
6 56 (6.76%) Analyst
7 44 (5.31%) C# Developer
7 44 (5.31%) Consultant
8 42 (5.07%) Software Engineer
9 41 (4.95%) .NET Developer
9 41 (4.95%) Big Data Developer
10 35 (4.22%) Software Developer
11 33 (3.98%) Big Data Architect
11 33 (3.98%) Junior
12 31 (3.74%) PHP Developer
13 30 (3.62%) Senior Java Developer
14 29 (3.50%) Hadoop Developer
15 28 (3.38%) Big Data Engineer
16 25 (3.02%) Data Scientist
17 24 (2.90%) Data Analyst
Libraries, Frameworks & Software Standards
1 123 (14.84%) .NET
2 116 (13.99%) HTML
3 91 (10.98%) Spring
4 75 (9.05%) AngularJS
5 74 (8.93%) CSS
6 68 (8.20%) Web Services
7 61 (7.36%) RESTful
8 59 (7.12%) Regular Expression
9 50 (6.03%) jQuery
10 45 (5.43%) Node.js
11 43 (5.19%) ASP.NET
12 40 (4.83%) HTML5
13 39 (4.70%) XML
14 35 (4.22%) SOAP
15 33 (3.98%) ZeroMQ
16 32 (3.86%) REST
17 31 (3.74%) JSON
18 28 (3.38%) Kafka
19 24 (2.90%) Natural Language Processing
20 23 (2.77%) J2EE
Miscellaneous
1 129 (15.56%) Analytical Skills
2 88 (10.62%) Computer Science
3 55 (6.63%) Visualisation
4 50 (6.03%) Management Information System
5 41 (4.95%) Algorithms
6 39 (4.70%) Internet of Things
7 37 (4.46%) Enterprise Software
8 33 (3.98%) Statistics
9 30 (3.62%) Cyberthreat
10 29 (3.50%) Data Integration
11 24 (2.90%) User Experience
12 21 (2.53%) Mathematics
13 20 (2.41%) Artificial Intelligence
14 19 (2.29%) Life Science
14 19 (2.29%) Mobile App
15 17 (2.05%) Blog
16 15 (1.81%) Physics
17 13 (1.57%) Data Centre
18 12 (1.45%) IPTV
18 12 (1.45%) Semantic Web
Operating Systems
1 179 (21.59%) Linux
2 97 (11.70%) Windows
3 41 (4.95%) Windows Server
4 40 (4.83%) Unix
5 32 (3.86%) CentOS
6 28 (3.38%) Android
7 18 (2.17%) Windows Server 2008
8 17 (2.05%) Apple iOS
9 16 (1.93%) Windows Server 2012
10 11 (1.33%) Red Hat Enterprise Linux
11 6 (0.72%) Ubuntu
11 6 (0.72%) Windows Mobile
12 5 (0.60%) Debian
13 3 (0.36%) Windows 7
14 2 (0.24%) Mac OS X
15 1 (0.12%) Windows Server 2003
Processes & Methodologies
1 281 (33.90%) Agile Software Development
2 268 (32.33%) Analytics
3 131 (15.80%) Business Intelligence
4 115 (13.87%) Software Engineering
5 112 (13.51%) ETL
6 103 (12.42%) Scrum
7 102 (12.30%) TDD
8 96 (11.58%) Data Analytics
9 87 (10.49%) Data Modelling
10 84 (10.13%) Open Source
11 78 (9.41%) Cybersecurity
12 69 (8.32%) Big Data Analytics
13 68 (8.20%) MapReduce
14 64 (7.72%) MVC
15 60 (7.24%) Presales
16 59 (7.12%) Machine Learning
17 58 (7.00%) Data Analysis
18 57 (6.88%) Data Management
18 57 (6.88%) Project Management
19 50 (6.03%) BDD
Programming Languages
1 320 (38.60%) Java
2 264 (31.85%) SQL
3 190 (22.92%) Python
4 164 (19.78%) JavaScript
5 121 (14.60%) C#
6 65 (7.84%) C++
7 56 (6.76%) Perl
8 53 (6.39%) Shell Script
9 52 (6.27%) PHP
10 48 (5.79%) R
11 45 (5.43%) Ruby
12 36 (4.34%) PL/SQL
13 33 (3.98%) C
13 33 (3.98%) PowerShell
13 33 (3.98%) Scala
13 33 (3.98%) T-SQL
14 29 (3.50%) Bash Shell
15 16 (1.93%) PHP 5
15 16 (1.93%) XPath
16 11 (1.33%) VB
Qualifications
1 165 (19.90%) Degree
2 73 (8.81%) Security Cleared
3 46 (5.55%) SC Cleared
4 33 (3.98%) PhD
5 19 (2.29%) Microsoft Certification
6 18 (2.17%) CISSP
7 16 (1.93%) MCSE
8 15 (1.81%) BPSS Clearance
9 12 (1.45%) DV Cleared
10 10 (1.21%) CISA
10 10 (1.21%) ISEB
11 8 (0.97%) CISM
11 8 (0.97%) MCP
12 6 (0.72%) MCITP
12 6 (0.72%) MCTS
13 5 (0.60%) CRISC
14 4 (0.48%) CCNA
14 4 (0.48%) Cisco Certification
14 4 (0.48%) ITIL Certification
14 4 (0.48%) RHCE
Quality Assurance & Compliance
1 18 (2.17%) QA
2 15 (1.81%) Data Quality
3 14 (1.69%) ISO/IEC 27001
4 11 (1.33%) COBIT
5 9 (1.09%) PCI DSS
6 8 (0.97%) SLA
7 5 (0.60%) ISAE 3402
7 5 (0.60%) SSAE 16
8 3 (0.36%) GPG13
System Software
1 55 (6.63%) Docker
2 45 (5.43%) Apache Flume
3 37 (4.46%) Active Directory
4 30 (3.62%) HDFS
5 13 (1.57%) Virtual Machines
6 10 (1.21%) Apache ZooKeeper
6 10 (1.21%) VMware Infrastructure
7 7 (0.84%) KVM
7 7 (0.84%) VirtualBox
8 6 (0.72%) Snort
9 5 (0.60%) Oracle RAC
10 4 (0.48%) LXC
11 3 (0.36%) Firmware
12 1 (0.12%) Virtual Servers
Systems Management
1 38 (4.58%) Oozie
2 23 (2.77%) Puppet
3 21 (2.53%) Hadoop YARN
4 10 (1.21%) Kibana
5 9 (1.09%) CA Single Sign-On
6 7 (0.84%) HAProxy
6 7 (0.84%) logstash
7 5 (0.60%) Ambari
7 5 (0.60%) Ansible
7 5 (0.60%) Graphite
7 5 (0.60%) Host Intrusion Detection System
7 5 (0.60%) Kubernetes
7 5 (0.60%) Terraform
8 3 (0.36%) Opscode Chef
8 3 (0.36%) SCCM
9 2 (0.24%) EnCase
9 2 (0.24%) Microsoft Intune
9 2 (0.24%) QRadar
9 2 (0.24%) StatsD
10 1 (0.12%) Mesos
Vendors
1 152 (18.34%) Oracle
2 52 (6.27%) Microsoft
3 44 (5.31%) IBM
3 44 (5.31%) SAP
4 36 (4.34%) Hortonworks
5 26 (3.14%) Cloudera
6 24 (2.90%) Talend
7 23 (2.77%) Cognos
7 23 (2.77%) Google
8 21 (2.53%) Cisco
8 21 (2.53%) Informatica
9 19 (2.29%) Teradata
10 17 (2.05%) Sophos
11 16 (1.93%) ArcSight
11 16 (1.93%) Tableau
12 15 (1.81%) Apple
12 15 (1.81%) VMware
13 12 (1.45%) HP
13 12 (1.45%) Red Hat
14 10 (1.21%) CA
Oxford, Oxfordshire
Corriculo
Salary: From £20,000 to £45,000 per annum
Posted: 3 hours ago
Guildford, Surrey
IntaPeople
Salary: £40000 - £60000 per annum
Posted: 4 hours ago
Buckinghamshire
Parallel Consulting
Salary: £30000 - £45000 per annum + 5% bonus
Posted: 8 hours ago
Oxfordshire
Austin Fraser
Salary: £65000.00 - £75000.00 per annum + Benefits
Posted: 9 hours ago
Oxfordshire
Churchill Frank
Salary: £41000 - £60000 per annum
Posted: 6 hours ago
Milton Keynes
Churchill Frank International
Salary: £45000 - £60000 per annum
Posted: 16 hours ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £40,000 to £40,000 per annum Upto £40,000
Posted: 1 hour ago
East Sussex
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 - £80000 Per Annum Benefits
Posted: Yesterday
Reading, Berkshire
Coal IT Services
Salary: £33,000 per annum + Excellent Bens and Bonus
Posted: 3 days ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £50000 - £65000 per annum, + Shares
Posted: 5 days ago
South East
Austin Fraser
Salary: £45000.00 - £50000.00 per annum + Bonus & Benefits
Posted: 5 days ago
South East
Cognizant
Posted: 3 days ago
Oxford, Oxfordshire
Corriculo
Salary: From £45,000 to £65,000 per annum
Posted: 6 days ago
Milton Keynes, Buckinghamshire
Evolution Recruitment Solutions
Salary: up to 30k + benefits
Posted: 3 days ago
Reading
Hays West And Wales
Salary: £28000.00 - £35000.00 per annum + Benefits
Posted: 7 days ago
Surrey
ECM Selection
Salary: to £35k DoE
Posted: 4 days ago
South East
Austin Fraser
Salary: £40000.00 - £45000.00 per annum + Bonus & Benefits
Posted: 5 days ago
Tunbridge Wells, Kent
Circle Recruitment
Salary: £45000 - £50000 per annum + Bonus, Pension, Healthcare, Gym
Posted: 2 days ago
Portsmouth, Hampshire
Opus Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 5 days ago
Staines
Centrica
Salary: Dending on experience
Posted: 14 days ago
Wokingham, Berkshire
ENTERPRISE RECRUITMENT LTD
Salary: £45000 - £55000 per annum, Benefits: Bonus, Medical, Pension + more!
Posted: 3 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £40000 per annum + benefits
Posted: 3 days ago
Hampshire
Spectrum IT
Salary: £40000 - £60000 per annum + benefits
Posted: 7 days ago
Oxford, Oxfordshire
Corriculo
Salary: Up to £50,000 per annum + 10% Bonus + Benefits
Posted: 6 days ago
South East
Parallel Consulting
Salary: £40000 - £55000 per annum
Posted: 5 days ago
Guildford
Computer Futures
Salary: £85000 - £170000 per annum + Benefits
Posted: 2 days ago
Surrey
Mint
Salary: £55000 - £65000 per annum + Bonus
Posted: 13 days ago
Reading
Computer Futures
Salary: £40000 - £66000 per annum + Car Allowance, Pension
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Opus IT Consulting
Salary: £35000 - £40000 per annum
Posted: 4 days ago