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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Big Data
Rank 130 200 224
Rank change year-on-year
+70 +24
Permanent jobs citing Big Data 463 318 277
As % of all permanent IT jobs located in the South East 2.52% 1.51% 1.20%
As % of the Database & Business Intelligence category 7.96% 4.72% 3.84%
Number of salaries quoted 353 211 257
Median salary £55,000 £52,500 £55,000
Median salary % change year-on-year
+4.76% -4.54%
90% offered a salary of more than £37,500 £31,700 £37,500
10% offered a salary of more than £75,000 £70,000 £85,000
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
5816 6737 7222
As % of all permanent IT jobs located in the South East 31.68% 32.03% 31.26%
Number of salaries quoted 5198 5737 6242
Median salary £45,000 £43,500 £42,500
Median salary % change year-on-year
+3.44% +2.35%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 28 June 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 28 June 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 +62 130 £65,000 +44.44% 6
Oxfordshire +33 102 £54,000 -6.08% 16
Berkshire +30 102 £57,500 -4.16% 12
Hampshire +49 65 £43,750 -17.45% 2
Buckinghamshire +28 18 £45,000 -30.76% 3
East Sussex -25 17 £37,500 -6.25% 2
Kent +3 14 £45,000 -10.00% 1
West Sussex -3 5 £70,000 +27.27% 1
Home Counties - 1 - -
Big Data
England

Big Data
Top 30 Related IT Skills in the South East

For the 6 months to 28 June 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.

1 335 (36.77%) Java
2 303 (33.26%) Agile Software Development
3 275 (30.19%) SQL
4 248 (27.22%) Analytics
5 237 (26.02%) Hadoop
6 226 (24.81%) Degree
7 221 (24.26%) Python
8 198 (21.73%) Linux
9 191 (20.97%) JavaScript
10 173 (18.99%) NoSQL
11 157 (17.23%) Business Intelligence
12 155 (17.01%) Oracle
13 151 (16.58%) SQL Server
14 149 (16.36%) Software Engineering
15 145 (15.92%) Analytical Skills
16 140 (15.37%) C#
17 139 (15.26%) Finance
18 133 (14.60%) HTML
19 130 (14.27%) .NET
20 124 (13.61%) Windows
21 119 (13.06%) Elasticsearch
22 118 (12.95%) TDD
23 113 (12.40%) Open Source
24 112 (12.29%) ETL
25 106 (11.64%) Computer Science
26 100 (10.98%) Web Services
26 100 (10.98%) Scrum
26 100 (10.98%) Amazon AWS
27 98 (10.76%) Data Analytics
28 95 (10.43%) Security Cleared

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
1 119 (13.06%) Elasticsearch
2 69 (7.57%) Apache Spark
3 63 (6.92%) Apache Pig
4 55 (6.04%) Apache
5 35 (3.84%) SAS
6 30 (3.29%) nginx
7 21 (2.31%) JBoss
8 17 (1.87%) Tomcat
9 16 (1.76%) OpenStack
10 15 (1.65%) SharePoint
11 11 (1.21%) Cloud Foundry
11 11 (1.21%) WebLogic
12 9 (0.99%) Confluence
12 9 (0.99%) Jetty
12 9 (0.99%) Liferay
13 7 (0.77%) Apache Solr
14 4 (0.44%) GemFire
14 4 (0.44%) IIS
14 4 (0.44%) WebSphere
14 4 (0.44%) WebSphere Application Server
Applications
1 33 (3.62%) MS Excel
2 13 (1.43%) MS Project
3 12 (1.32%) SPSS
4 10 (1.10%) MS Office
5 7 (0.77%) MS PowerPoint
6 2 (0.22%) MS Visio
7 1 (0.11%) Adobe Illustrator
7 1 (0.11%) Photoshop
Business Applications
1 14 (1.54%) SAP Oil and Gas
2 12 (1.32%) SAP HR
2 12 (1.32%) SAP Payroll
3 4 (0.44%) Radian6
Cloud Services
1 100 (10.98%) Amazon AWS
2 39 (4.28%) Microsoft Azure
3 38 (4.17%) SaaS
4 26 (2.85%) Cloud Computing
4 26 (2.85%) PaaS
5 24 (2.63%) Amazon EC2
6 21 (2.31%) IaaS
7 15 (1.65%) GitHub
8 12 (1.32%) AWS CloudFormation
9 9 (0.99%) Google Cloud Platform
10 7 (0.77%) AWS Elastic Beanstalk
10 7 (0.77%) Heroku
11 4 (0.44%) Amazon Kinesis
11 4 (0.44%) Amazon S3
11 4 (0.44%) Virtual Private Cloud
12 3 (0.33%) Office 365
13 2 (0.22%) Amazon EMR
13 2 (0.22%) Force.com
14 1 (0.11%) OpenShift
Communications & Networking
1 44 (4.83%) Firewall
2 33 (3.62%) Internet
3 29 (3.18%) TCP/IP
4 27 (2.96%) DNS
5 15 (1.65%) HTTP
6 14 (1.54%) SMTP
7 12 (1.32%) SAN
8 10 (1.10%) IPv4
9 9 (0.99%) LAN
9 9 (0.99%) WAN
10 7 (0.77%) Wireless
11 5 (0.55%) 4G
11 5 (0.55%) HTTPS
11 5 (0.55%) Network Security
12 4 (0.44%) ATM
12 4 (0.44%) SSL
13 3 (0.33%) Intrusion Detection
13 3 (0.33%) PSTN
13 3 (0.33%) VPN
13 3 (0.33%) Wi-Fi
Database & Business Intelligence
1 237 (26.02%) Hadoop
2 173 (18.99%) NoSQL
3 151 (16.58%) SQL Server
4 81 (8.89%) MongoDB
5 80 (8.78%) Data Warehouse
6 79 (8.67%) Relational Database
7 73 (8.01%) Apache Cassandra
8 65 (7.14%) Apache Hive
9 62 (6.81%) MySQL
10 49 (5.38%) RDBMS
11 39 (4.28%) HBase
12 36 (3.95%) Data Mining
12 36 (3.95%) PostgreSQL
13 34 (3.73%) DataStage
13 34 (3.73%) IBM InfoSphere
14 33 (3.62%) Amazon DynamoDB
15 32 (3.51%) Oracle Database
16 25 (2.74%) SQL Server Integration Services
17 24 (2.63%) QualityStage
18 21 (2.31%) Oracle ODI
Development Applications
1 60 (6.59%) Git (software)
2 51 (5.60%) JIRA
3 44 (4.83%) Jenkins
4 37 (4.06%) Subversion
5 30 (3.29%) Maven
6 21 (2.31%) ERwin
7 19 (2.09%) Ant
8 18 (1.98%) Vagrant
9 16 (1.76%) Talend Open Studio
10 15 (1.65%) Selenium
11 14 (1.54%) Bugzilla
11 14 (1.54%) Trac
12 13 (1.43%) Gradle
12 13 (1.43%) Visual Studio
13 11 (1.21%) Eclipse
14 9 (0.99%) NetBeans
14 9 (0.99%) WinDbg
15 8 (0.88%) JUnit
16 7 (0.77%) Bitbucket
17 5 (0.55%) Team Foundation Server
General
1 139 (15.26%) Finance
2 70 (7.68%) Retail
3 66 (7.24%) Telecoms
4 64 (7.03%) Banking
5 33 (3.62%) Pharmaceutical
6 31 (3.40%) Games
7 30 (3.29%) Manufacturing
8 28 (3.07%) Marketing
9 26 (2.85%) Aerospace
10 23 (2.52%) Publishing
11 21 (2.31%) Law
12 18 (1.98%) Automotive
13 14 (1.54%) Legal
13 14 (1.54%) Music Industry
14 10 (1.10%) Billing
15 5 (0.55%) Advertising
16 4 (0.44%) Electronics
17 3 (0.33%) Financial Institution
18 1 (0.11%) French Language
Job Titles
1 321 (35.24%) Developer
2 102 (11.20%) Architect
3 100 (10.98%) Java Developer
4 89 (9.77%) Analyst
5 81 (8.89%) Senior Developer
6 61 (6.70%) C# Developer
7 58 (6.37%) Consultant
8 56 (6.15%) Software Engineer
9 52 (5.71%) Software Developer
10 48 (5.27%) Big Data Developer
11 43 (4.72%) .NET Developer
12 36 (3.95%) Data Architect
12 36 (3.95%) Data Scientist
13 34 (3.73%) Data Analyst
14 33 (3.62%) Big Data Engineer
14 33 (3.62%) Senior Java Developer
15 31 (3.40%) Project Manager
16 30 (3.29%) Data Engineer
17 29 (3.18%) C# Software Developer
18 28 (3.07%) Junior
Libraries, Frameworks & Software Standards
1 133 (14.60%) HTML
2 130 (14.27%) .NET
3 100 (10.98%) Web Services
4 88 (9.66%) Spring
5 87 (9.55%) CSS
6 80 (8.78%) jQuery
7 78 (8.56%) AngularJS
8 64 (7.03%) RESTful
9 52 (5.71%) XML
10 47 (5.16%) Node.js
10 47 (5.16%) Regular Expression
11 45 (4.94%) ASP.NET
12 44 (4.83%) HTML5
12 44 (4.83%) JSON
12 44 (4.83%) REST
13 41 (4.50%) Kafka
14 40 (4.39%) SOAP
15 38 (4.17%) Middleware
16 28 (3.07%) J2EE
16 28 (3.07%) ZeroMQ
Miscellaneous
1 145 (15.92%) Analytical Skills
2 106 (11.64%) Computer Science
3 88 (9.66%) Management Information System
4 80 (8.78%) Mobile App
5 65 (7.14%) Smart Meter
6 63 (6.92%) Algorithms
7 57 (6.26%) Visualisation
8 51 (5.60%) Statistics
9 41 (4.50%) Mathematics
10 34 (3.73%) Data Integration
11 32 (3.51%) Enterprise Software
12 29 (3.18%) Life Science
13 26 (2.85%) Physics
13 26 (2.85%) User Experience
14 24 (2.63%) Data Structures
15 23 (2.52%) Cyberthreat
16 20 (2.20%) Virtual Team
17 19 (2.09%) Artificial Intelligence
18 16 (1.76%) Semantic Web
19 14 (1.54%) Internet of Things
Operating Systems
1 198 (21.73%) Linux
2 124 (13.61%) Windows
3 33 (3.62%) Android
3 33 (3.62%) Windows Server
4 30 (3.29%) Unix
5 28 (3.07%) CentOS
6 27 (2.96%) Red Hat Enterprise Linux
7 16 (1.76%) Apple iOS
8 14 (1.54%) Windows Server 2008
9 11 (1.21%) Windows Server 2012
10 6 (0.66%) Windows Mobile
11 5 (0.55%) Debian
12 3 (0.33%) Mac OS X
12 3 (0.33%) Ubuntu
12 3 (0.33%) Windows 7
13 1 (0.11%) zOS
Processes & Methodologies
1 303 (33.26%) Agile Software Development
2 248 (27.22%) Analytics
3 157 (17.23%) Business Intelligence
4 149 (16.36%) Software Engineering
5 118 (12.95%) TDD
6 113 (12.40%) Open Source
7 112 (12.29%) ETL
8 100 (10.98%) Scrum
9 98 (10.76%) Data Analytics
10 95 (10.43%) Data Modelling
11 91 (9.99%) Cybersecurity
12 80 (8.78%) Data Analysis
13 75 (8.23%) Presales
14 73 (8.01%) Machine Learning
15 68 (7.46%) Continuous Improvement
16 67 (7.35%) Data Management
17 66 (7.24%) BDD
18 65 (7.14%) TOGAF
19 64 (7.03%) Big Data Analytics
20 63 (6.92%) Project Management
Programming Languages
1 335 (36.77%) Java
2 275 (30.19%) SQL
3 221 (24.26%) Python
4 191 (20.97%) JavaScript
5 140 (15.37%) C#
6 71 (7.79%) C++
7 68 (7.46%) Ruby
8 63 (6.92%) Perl
9 57 (6.26%) R
10 55 (6.04%) PHP
11 49 (5.38%) Bash Shell
12 42 (4.61%) C
13 39 (4.28%) PowerShell
14 38 (4.17%) Shell Script
15 32 (3.51%) Scala
16 21 (2.31%) PHP 5
17 14 (1.54%) XPath
18 13 (1.43%) PL/SQL
18 13 (1.43%) T-SQL
19 10 (1.10%) MATLAB
Qualifications
1 226 (24.81%) Degree
2 95 (10.43%) Security Cleared
3 63 (6.92%) SC Cleared
4 34 (3.73%) PhD
5 30 (3.29%) CITP
6 22 (2.41%) BPSS Clearance
7 18 (1.98%) CISSP
8 16 (1.76%) Microsoft Certification
9 13 (1.43%) CISM
10 10 (1.10%) DV Cleared
10 10 (1.10%) MCSE
11 8 (0.88%) CISA
11 8 (0.88%) CRISC
11 8 (0.88%) MBA
12 7 (0.77%) ISEB
13 6 (0.66%) MCITP
14 5 (0.55%) EMC Certification
14 5 (0.55%) Microsoft Certified Architect
15 4 (0.44%) Cisco Certification
15 4 (0.44%) RHCE
Quality Assurance & Compliance
1 39 (4.28%) Data Quality
2 33 (3.62%) QA
3 17 (1.87%) ISO/IEC 20000
4 14 (1.54%) ISO 9001
4 14 (1.54%) ISO/IEC 27001
5 8 (0.88%) COBIT
6 7 (0.77%) ISAE 3402
6 7 (0.77%) SSAE 16
6 7 (0.77%) TickIT
7 5 (0.55%) PCI DSS
7 5 (0.55%) SLA
8 3 (0.33%) GPG13
System Software
1 61 (6.70%) Docker
2 38 (4.17%) HDFS
3 31 (3.40%) Active Directory
4 29 (3.18%) Apache Flume
5 28 (3.07%) VMware Infrastructure
6 16 (1.76%) Apache ZooKeeper
7 10 (1.10%) KVM
7 10 (1.10%) VirtualBox
8 7 (0.77%) Virtual Machines
9 6 (0.66%) Snort
10 5 (0.55%) Firmware
11 4 (0.44%) LXC
12 1 (0.11%) Hyper-V
12 1 (0.11%) Virtual Servers
12 1 (0.11%) VMware ESXi
Systems Management
1 28 (3.07%) Oozie
2 27 (2.96%) Puppet
3 22 (2.41%) Hadoop YARN
4 20 (2.20%) Kibana
4 20 (2.20%) Opscode Chef
5 16 (1.76%) Nagios
6 13 (1.43%) Ansible
6 13 (1.43%) logstash
7 11 (1.21%) Ambari
8 10 (1.10%) CA Single Sign-On
8 10 (1.10%) EnCase
9 8 (0.88%) HAProxy
10 6 (0.66%) Kubernetes
11 5 (0.55%) Graphite
11 5 (0.55%) Terraform
12 4 (0.44%) Host Intrusion Detection System
12 4 (0.44%) ZABBIX
13 3 (0.33%) SCCM
14 2 (0.22%) Microsoft Intune
14 2 (0.22%) StatsD
Vendors
1 155 (17.01%) Oracle
2 69 (7.57%) Microsoft
3 57 (6.26%) SAP
4 51 (5.60%) IBM
5 43 (4.72%) Tableau
6 34 (3.73%) VMware
7 28 (3.07%) Cisco
8 27 (2.96%) Red Hat
9 25 (2.74%) Google
9 25 (2.74%) Informatica
10 24 (2.63%) Hortonworks
11 23 (2.52%) Splunk
12 18 (1.98%) ArcSight
13 16 (1.76%) Cloudera
13 16 (1.76%) Talend
13 16 (1.76%) Teradata
14 15 (1.65%) HP
15 14 (1.54%) Cognos
16 12 (1.32%) Telerik
17 11 (1.21%) CA
Berkshire
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: Yesterday
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bonus + equity
Posted: 2 days ago
Reading, Berkshire
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: 17 hours ago
Staines, Middlesex
Cognizant
Posted: Yesterday
Oxford, Oxfordshire
Client Server
Salary: £50k to £55k + bonus + benefits
Posted: Yesterday
Guildford, Surrey
IntaPeople
Salary: £40000 - £60000 per annum
Posted: Yesterday
Oxford
G2 Recruitment Solutions
Salary: £NEG
Posted: 5 days ago
Surrey
Austin Fraser
Salary: £75000 - £76000 per annum + Benefits and Bonus
Posted: 4 days ago
Oxford, Oxfordshire
Corriculo
Salary: Up to £50,000 per annum to £50,000 + 10% Bonus + Benefits
Posted: Yesterday
Oxford
Elsevier
Salary: Excellent salary, bonus, benefits etc
Posted: 2 days ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £50000 - £65000 per annum, + Shares
Posted: 6 days ago
Kent
ClearCube Consulting
Salary: From £40,000 to £60,000 per annum
Posted: 6 days ago
Oxfordshire
Empiric.com
Salary: From £40,000 to £65,000 per annum + Bonus + Equity + Benefits
Posted: 4 days ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £60000 - £85000 per annum + Car + Bonus + Bens + Stock
Posted: 2 days ago
Brighton, East Sussex
X4 Group
Salary: £30k - 45k per year
Posted: 6 days ago
South East
Fenwick Ryan
Salary: £70000 - £85000 per annum + £7.2K Car,10% Bonus,Stock,Bens
Posted: 2 days ago
Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum + benefits
Posted: 6 days ago
Surrey
Harrington Starr
Salary: £45000 - £55000 per annum + Bonus and Benefits and Training
Posted: 4 days ago
Oxfordshire
Integrity IT Solutions
Salary: From £40,000 to £55,000 per annum
Posted: 5 days ago
Oxfordshire
Integrity IT Solutions
Salary: Competitive
Posted: 5 days ago
Oxford
Client Server
Salary: £50,000 to £60,000 + benefits
Posted: 7 days ago
Oxford
Client Server
Salary: £50,000 to £55,000 + bonus + benefits
Posted: 12 days ago
Buckinghamshire
Computer Futures
Salary: competitive
Posted: 16 days ago
Berkshire
Computer Futures
Salary: competitive
Posted: 9 days ago
Oxford
Client Server
Salary: £40,000 to £55,000 + bonus + benefits
Posted: 18 days ago
Southampton
Hays Specialist Recruitment Ltd
Salary: £30000 - £45000 per annum + Package
Posted: 8 days ago
Oxford
Client Server
Salary: £50,000 to £60,000 + benefits
Posted: 13 days ago
Reading
Computer Futures
Salary: £65000 - £80000 per annum + Double OTE
Posted: 15 days ago
Buckinghamshire
Computer Futures
Salary: competitive
Posted: 25 days ago