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 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Big Data
Rank 129 204 207
Rank change year-on-year
+75 +3
Permanent jobs citing Big Data 458 288 311
As % of all permanent IT jobs located in the South East 2.49% 1.40% 1.35%
As % of the Database & Business Intelligence category 7.98% 4.40% 4.35%
Number of salaries quoted 354 189 270
Median salary £53,500 £52,500 £55,000
Median salary % change year-on-year
+1.90% -4.54%
90% offered a salary of more than £35,000 £35,000 £33,200
10% offered a salary of more than £75,000 £70,000 £87,500
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
5742 6550 7153
As % of all permanent IT jobs located in the South East 31.23% 31.87% 30.95%
Number of salaries quoted 5107 5548 6172
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 24 May 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 24 May 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 +45 129 £60,000 +33.33% 18
Berkshire +34 104 £49,250 -17.91% 23
Oxfordshire +52 97 £53,750 -10.41% 9
Hampshire +70 83 £42,750 -22.27% 10
East Sussex -5 18 £70,000 +75.00% 2
Buckinghamshire +24 13 £75,000 +25.00% 4
Kent -18 12 £45,000 -10.00% 1
West Sussex -9 6 £70,000 +27.27% 1
Home Counties - 3 - -
Big Data
England

Big Data
Top 30 Related IT Skills in the South East

For the 6 months to 24 May 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.

1 328 (36.48%) Java
2 294 (32.70%) Agile Software Development
3 271 (30.14%) SQL
4 265 (29.48%) Degree
5 236 (26.25%) Analytics
6 221 (24.58%) Python
7 212 (23.58%) Hadoop
8 187 (20.80%) JavaScript
9 184 (20.47%) Linux
10 165 (18.35%) Business Intelligence
11 161 (17.91%) Oracle
12 158 (17.58%) NoSQL
13 145 (16.13%) Software Engineering
14 138 (15.35%) Finance
15 134 (14.91%) Computer Science
15 134 (14.91%) Analytical Skills
16 128 (14.24%) HTML
17 121 (13.46%) .NET
17 121 (13.46%) C#
18 120 (13.35%) SQL Server
19 112 (12.46%) Web Services
20 111 (12.35%) Windows
20 111 (12.35%) Mobile App
21 110 (12.24%) Elasticsearch
21 110 (12.24%) Open Source
22 108 (12.01%) TDD
23 102 (11.35%) Amazon AWS
24 101 (11.23%) ETL
25 99 (11.01%) Management Information System
26 96 (10.68%) Scrum

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
1 110 (12.24%) Elasticsearch
2 59 (6.56%) Apache
3 53 (5.90%) Apache Spark
4 51 (5.67%) Apache Pig
5 44 (4.89%) Node.js
6 29 (3.23%) SAS
7 24 (2.67%) nginx
8 21 (2.34%) JBoss
9 20 (2.22%) Tomcat
10 16 (1.78%) OpenStack
10 16 (1.78%) WebLogic
11 14 (1.56%) Cloud Foundry
12 13 (1.45%) Jetty
13 11 (1.22%) SharePoint
14 9 (1.00%) Apache Solr
14 9 (1.00%) Confluence
14 9 (1.00%) Liferay
15 7 (0.78%) WebSphere
15 7 (0.78%) WebSphere Application Server
16 4 (0.44%) IIS
Applications
1 32 (3.56%) MS Excel
2 20 (2.22%) SPSS
3 17 (1.89%) MS Project
4 9 (1.00%) MS Office
5 7 (0.78%) MS PowerPoint
6 6 (0.67%) MS Visio
7 1 (0.11%) Adobe Illustrator
7 1 (0.11%) Photoshop
Business Applications
1 13 (1.45%) SAP HR
1 13 (1.45%) SAP Oil and Gas
1 13 (1.45%) SAP Payroll
2 4 (0.44%) Radian6
Cloud Services
1 102 (11.35%) Amazon AWS
2 39 (4.34%) SaaS
3 36 (4.00%) Microsoft Azure
4 32 (3.56%) Cloud Computing
5 27 (3.00%) PaaS
6 25 (2.78%) Amazon EC2
7 22 (2.45%) IaaS
8 15 (1.67%) AWS CloudFormation
9 10 (1.11%) AWS Elastic Beanstalk
9 10 (1.11%) Google Cloud Platform
9 10 (1.11%) Heroku
10 9 (1.00%) GitHub
11 5 (0.56%) Amazon Kinesis
11 5 (0.56%) Amazon S3
11 5 (0.56%) Virtual Private Cloud
12 2 (0.22%) Amazon EMR
12 2 (0.22%) Force.com
12 2 (0.22%) Office 365
Communications & Networking
1 35 (3.89%) Internet
2 29 (3.23%) Firewall
3 26 (2.89%) DNS
4 18 (2.00%) TCP/IP
5 16 (1.78%) Wireless
6 15 (1.67%) HTTP
7 14 (1.56%) SMTP
8 11 (1.22%) SAN
9 10 (1.11%) IPv4
10 9 (1.00%) LAN
10 9 (1.00%) WAN
11 7 (0.78%) ATM
11 7 (0.78%) Wi-Fi
12 6 (0.67%) 4G
13 5 (0.56%) Bluetooth
13 5 (0.56%) HTTPS
13 5 (0.56%) Intrusion Detection
13 5 (0.56%) SSL
14 4 (0.44%) GSM
14 4 (0.44%) UMTS
Database & Business Intelligence
1 212 (23.58%) Hadoop
2 158 (17.58%) NoSQL
3 120 (13.35%) SQL Server
4 79 (8.79%) MongoDB
5 73 (8.12%) Data Warehouse
6 70 (7.79%) Relational Database
7 68 (7.56%) Apache Cassandra
8 58 (6.45%) MySQL
9 49 (5.45%) Apache Hive
10 47 (5.23%) Data Mining
11 46 (5.12%) RDBMS
12 39 (4.34%) HBase
13 35 (3.89%) DataStage
13 35 (3.89%) IBM InfoSphere
14 33 (3.67%) Amazon DynamoDB
15 29 (3.23%) Oracle Database
16 25 (2.78%) PostgreSQL
17 24 (2.67%) QualityStage
17 24 (2.67%) Redis
18 21 (2.34%) BusinessObjects
Development Applications
1 61 (6.79%) Git (software)
2 49 (5.45%) JIRA
3 46 (5.12%) Jenkins
4 41 (4.56%) Subversion
5 33 (3.67%) Maven
6 30 (3.34%) ERwin
7 20 (2.22%) Ant
8 16 (1.78%) Bugzilla
9 15 (1.67%) Gradle
9 15 (1.67%) Talend Open Studio
10 14 (1.56%) Trac
11 13 (1.45%) Vagrant
12 12 (1.33%) Visual Studio
13 11 (1.22%) Eclipse
13 11 (1.22%) JUnit
14 10 (1.11%) Selenium
15 9 (1.00%) NetBeans
15 9 (1.00%) WinDbg
16 7 (0.78%) Mockito
16 7 (0.78%) Sonatype Nexus
General
1 138 (15.35%) Finance
2 77 (8.57%) Retail
3 73 (8.12%) Telecoms
4 59 (6.56%) Banking
5 40 (4.45%) Marketing
6 29 (3.23%) Publishing
7 23 (2.56%) Manufacturing
7 23 (2.56%) Pharmaceutical
8 22 (2.45%) Law
9 21 (2.34%) Aerospace
10 20 (2.22%) Legal
11 19 (2.11%) Games
12 12 (1.33%) Automotive
13 11 (1.22%) Music Industry
14 10 (1.11%) Billing
15 5 (0.56%) Electronics
16 4 (0.44%) Advertising
17 3 (0.33%) Financial Institution
18 2 (0.22%) French Language
Job Titles
1 286 (31.81%) Developer
2 99 (11.01%) Java Developer
3 98 (10.90%) Analyst
4 83 (9.23%) Architect
5 74 (8.23%) Senior Developer
6 65 (7.23%) Software Engineer
7 57 (6.34%) Consultant
8 53 (5.90%) C# Developer
9 47 (5.23%) Software Developer
10 45 (5.01%) Data Scientist
11 42 (4.67%) Big Data Developer
12 38 (4.23%) Data Analyst
13 37 (4.12%) .NET Developer
14 34 (3.78%) Project Manager
15 31 (3.45%) Senior Java Developer
16 30 (3.34%) Junior
17 29 (3.23%) Big Data Engineer
18 27 (3.00%) C# .NET Developer
19 26 (2.89%) C# Software Developer
20 25 (2.78%) Java Engineer
Libraries, Frameworks & Software Standards
1 128 (14.24%) HTML
2 121 (13.46%) .NET
3 112 (12.46%) Web Services
4 85 (9.45%) Spring
5 81 (9.01%) CSS
6 80 (8.90%) AngularJS
7 77 (8.57%) jQuery
8 67 (7.45%) RESTful
9 57 (6.34%) XML
10 51 (5.67%) REST
11 47 (5.23%) HTML5
12 45 (5.01%) JSON
13 42 (4.67%) Middleware
14 39 (4.34%) SOAP
15 38 (4.23%) Regular Expression
16 35 (3.89%) Kafka
17 31 (3.45%) ASP.NET
17 31 (3.45%) J2EE
18 22 (2.45%) Natural Language Processing
19 21 (2.34%) CSS3
Miscellaneous
1 134 (14.91%) Analytical Skills
1 134 (14.91%) Computer Science
2 111 (12.35%) Mobile App
3 99 (11.01%) Management Information System
4 95 (10.57%) Smart Meter
5 75 (8.34%) Algorithms
6 51 (5.67%) Statistics
6 51 (5.67%) Visualisation
7 45 (5.01%) Mathematics
8 40 (4.45%) Data Integration
9 38 (4.23%) Enterprise Software
10 33 (3.67%) Data Structures
11 25 (2.78%) Physics
12 24 (2.67%) Life Science
12 24 (2.67%) Semantic Web
13 19 (2.11%) User Experience
14 17 (1.89%) Artificial Intelligence
15 14 (1.56%) Cybercrime
15 14 (1.56%) Internet of Things
16 13 (1.45%) Clustering
Operating Systems
1 184 (20.47%) Linux
2 111 (12.35%) Windows
3 40 (4.45%) Android
4 30 (3.34%) Unix
5 28 (3.11%) Red Hat Enterprise Linux
6 21 (2.34%) Apple iOS
7 18 (2.00%) Windows Server
8 14 (1.56%) CentOS
9 6 (0.67%) Windows Mobile
10 5 (0.56%) zOS
11 3 (0.33%) Debian
11 3 (0.33%) Ubuntu
11 3 (0.33%) Windows 7
11 3 (0.33%) Windows Server 2008
12 2 (0.22%) Mac OS X
13 1 (0.11%) Windows CE
13 1 (0.11%) Windows Phone
13 1 (0.11%) Windows Phone 8
13 1 (0.11%) Windows Server 2012
Processes & Methodologies
1 294 (32.70%) Agile Software Development
2 236 (26.25%) Analytics
3 165 (18.35%) Business Intelligence
4 145 (16.13%) Software Engineering
5 110 (12.24%) Open Source
6 108 (12.01%) TDD
7 101 (11.23%) ETL
8 96 (10.68%) Scrum
9 91 (10.12%) Data Modelling
10 90 (10.01%) Data Analytics
11 87 (9.68%) Data Analysis
12 83 (9.23%) ITIL
13 81 (9.01%) Cybersecurity
14 76 (8.45%) Data Management
15 72 (8.01%) Machine Learning
16 68 (7.56%) Continuous Improvement
17 66 (7.34%) Project Management
17 66 (7.34%) TOGAF
18 64 (7.12%) BDD
18 64 (7.12%) Presales
Programming Languages
1 328 (36.48%) Java
2 271 (30.14%) SQL
3 221 (24.58%) Python
4 187 (20.80%) JavaScript
5 121 (13.46%) C#
6 80 (8.90%) C++
7 76 (8.45%) Ruby
8 65 (7.23%) Perl
9 55 (6.12%) R
10 51 (5.67%) PHP
11 49 (5.45%) Bash Shell
12 46 (5.12%) C
13 37 (4.12%) PowerShell
14 33 (3.67%) Shell Script
15 30 (3.34%) Scala
16 18 (2.00%) PHP 5
17 15 (1.67%) PL/SQL
18 13 (1.45%) XPath
19 10 (1.11%) MATLAB
20 7 (0.78%) T-SQL
Qualifications
1 265 (29.48%) Degree
2 82 (9.12%) Security Cleared
3 51 (5.67%) SC Cleared
4 46 (5.12%) CITP
5 37 (4.12%) PhD
6 23 (2.56%) BPSS Clearance
7 19 (2.11%) CISSP
8 16 (1.78%) CISM
9 15 (1.67%) Microsoft Certification
10 13 (1.45%) MBA
11 10 (1.11%) EMC Certification
12 9 (1.00%) CISA
12 9 (1.00%) DV Cleared
13 8 (0.89%) CRISC
13 8 (0.89%) MCSE
14 6 (0.67%) Cisco Certification
14 6 (0.67%) ISEB
14 6 (0.67%) PMI Certification
14 6 (0.67%) PMP
14 6 (0.67%) Postgraduate
Quality Assurance & Compliance
1 47 (5.23%) QA
2 38 (4.23%) Data Quality
3 26 (2.89%) ISO 9001
4 25 (2.78%) ISO/IEC 20000
5 17 (1.89%) ISO/IEC 27001
6 10 (1.11%) TickIT
7 9 (1.00%) COBIT
8 7 (0.78%) ISAE 3402
8 7 (0.78%) SSAE 16
9 6 (0.67%) SLA
10 3 (0.33%) PCI DSS
11 1 (0.11%) GPG13
System Software
1 53 (5.90%) Docker
2 34 (3.78%) HDFS
3 27 (3.00%) VMware Infrastructure
4 18 (2.00%) Apache Flume
5 17 (1.89%) Active Directory
6 13 (1.45%) Apache ZooKeeper
7 10 (1.11%) KVM
7 10 (1.11%) VirtualBox
8 6 (0.67%) Firmware
8 6 (0.67%) Snort
9 4 (0.44%) LXC
10 2 (0.22%) VMware ESXi
11 1 (0.11%) Hyper-V
Systems Management
1 23 (2.56%) Puppet
2 22 (2.45%) Opscode Chef
3 21 (2.34%) Kibana
4 19 (2.11%) Oozie
5 17 (1.89%) Hadoop YARN
5 17 (1.89%) Nagios
6 14 (1.56%) Ansible
7 11 (1.22%) Ambari
8 10 (1.11%) CA Single Sign-On
8 10 (1.11%) EnCase
8 10 (1.11%) logstash
9 8 (0.89%) HAProxy
10 5 (0.56%) ZABBIX
11 4 (0.44%) Host Intrusion Detection System
11 4 (0.44%) Kubernetes
12 3 (0.33%) Graphite
12 3 (0.33%) Terraform
13 2 (0.22%) CA Spectrum
13 2 (0.22%) QRadar
13 2 (0.22%) SCCM
Vendors
1 161 (17.91%) Oracle
2 75 (8.34%) Microsoft
3 58 (6.45%) SAP
4 46 (5.12%) IBM
5 38 (4.23%) Tableau
6 36 (4.00%) Splunk
6 36 (4.00%) VMware
7 28 (3.11%) Red Hat
8 27 (3.00%) Cisco
9 25 (2.78%) Informatica
10 21 (2.34%) HP
11 18 (2.00%) Hortonworks
12 17 (1.89%) ArcSight
13 16 (1.78%) Google
14 15 (1.67%) Talend
15 14 (1.56%) Cognos
16 13 (1.45%) Teradata
17 12 (1.33%) CA
17 12 (1.33%) EMC
17 12 (1.33%) Telerik
Woking, Surrey
Evolution Recruitment Solutions
Salary: circa 55,000 plus Excellent Benefits
Posted: 1 hour ago
Kidlington, Oxfordshire
CBS butler
Salary: Bonus, Pension, Shares
Posted: 11 hours ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £45000 per annum + benefits
Posted: 17 hours ago
Guildford, Surrey
BAE Systems Applied Intelligence Ltd
Posted: 23 hours ago
Guildford, Surrey
BAE Systems Applied Intelligence Ltd
Posted: 23 hours ago
Southampton, Hampshire
McGregor Boyall
Salary: £30000 - £35000 per annum + Benefits
Posted: Yesterday
Reading, Berkshire
RecruitmentRevolution.com Limited
Salary: From £28,000 to £34,000 per annum
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Crimson Ltd
Salary: £50000 - £58000 per annum + Company Car
Posted: 3 days ago
Wallingford, Oxfordshire
IT Connections
Salary: £35,000 to £40,000
Posted: 3 days ago
Brighton, East Sussex
X4 Group
Salary: £30k - 45k per year
Posted: 3 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 4 days ago
Reading, Berkshire
EasyWebRecruitment.com
Salary: up to £50K + benefits
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £25,000 to £26,000 per annum
Posted: 4 days ago
Abingdon, Oxfordshire
Expert Employment Ltd
Salary: £45000 - £80000 Per Annum
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £35000 - £456000 per annum
Posted: 5 days ago
Guildford, Surrey
ANSON MCCADE
Salary: £45,000 - £60,000 (Plus Excellent Package!!)
Posted: 5 days ago
Brighton, East Sussex
ANSON MCCADE
Salary: £45,000 - £60,000 (Plus Excellent Package!!)
Posted: 5 days ago
Berkshire
Maclean Moore Consulting
Salary: From £60,000 to £80,000 per annum
Posted: 5 days ago
Berkshire
Maclean Moore Consulting
Salary: From £60,000 to £80,000 per annum
Posted: 5 days ago
Surrey
Austin Fraser
Salary: £65000 - £76000 per annum + Benefits and Bonus
Posted: 5 days ago
Berkshire
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 5 days ago
Basingstoke, Hampshire
ISL
Salary: £60000 - £65000 per annum + benefits package
Posted: 5 days ago
Reading, Berkshire
Evolution Recruitment Solutions
Salary: Circa; 55,000-60,000 + Excellent Benefits Package
Posted: 5 days ago
Kent
ClearCube Consulting
Salary: From £40,000 to £60,000 per annum
Posted: 5 days ago
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £54,000 per annum + comprehensive benefits package
Posted: 6 days ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary & Generous Benefits
Posted: 6 days ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary & Generous Benefits
Posted: 6 days ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 6 days ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 6 days ago
Guildford, Surrey
ANSON MCCADE
Salary: £47,000 - £65,000
Posted: 6 days ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £60000 - £85000 per annum + Car + Bonus + Bens + Stock
Posted: 6 days ago
Oxford, Oxfordshire
Client Server
Salary: £50k to £60k + benefits
Posted: 6 days ago
South East
Fenwick Ryan
Salary: £60000 - £85000 per annum + Car + Bonus + Bens + Stock
Posted: 6 days ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £60000 - £85000 per annum + Car + Bonus + Bens + Stock
Posted: 6 days ago
Berkshire
Executive Recruitment Services (ERS)
Posted: 6 days ago
Reading, Berkshire
Fenwick Ryan
Salary: £45000 - £85000 per annum + Car,Bens,Bonus,Stock
Posted: 6 days ago
Reading, Berkshire
Executive Recruitment Services (ERS)
Posted: 6 days ago
Reading, Berkshire
Talent International
Salary: £65000 - £85000 per annum + Equity, bonus, pension, package
Posted: 6 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 6 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 6 days ago