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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 134 175 240
Rank change year-on-year
+41 +65
Permanent jobs citing Big Data 443 361 253
As % of all permanent IT jobs located in the South East 2.41% 1.73% 1.12%
As % of the Database & Business Intelligence category 7.67% 5.55% 3.53%
Number of salaries quoted 351 253 245
Median salary £53,500 £52,250 £55,000
Median salary % change year-on-year
+2.39% -5.00%
90% offered a salary of more than £37,500 £32,000 £40,000
10% offered a salary of more than £72,500 £65,000 £77,500
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
5776 6506 7165
As % of all permanent IT jobs located in the South East 31.37% 31.25% 31.68%
Number of salaries quoted 5125 5562 6144
Median salary £45,000 £43,500 £45,000
Median salary % change year-on-year
+3.44% -3.33%
90% offered a salary of more than £31,048 £30,000 £30,000
10% offered a salary of more than £62,500 £61,500 £60,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 27 July 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 27 July 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 +19 107 £58,750 -2.08% 16
Surrey +44 104 £65,000 +36.84% 16
Oxfordshire +2 87 £54,000 -6.08% 6
Hampshire +29 71 £45,000 -12.62% 7
Buckinghamshire +40 26 £40,000 -37.25% 5
Kent +6 12 £45,000 -10.00%
East Sussex -32 12 £37,500 -6.25% 1
West Sussex -6 7 £70,000 +115.38%
Big Data
England

Big Data
Top 30 Related IT Skills in the South East

For the 6 months to 27 July 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.

1 348 (38.88%) Java
2 296 (33.07%) Agile Software Development
3 272 (30.39%) Hadoop
4 266 (29.72%) SQL
5 249 (27.82%) Analytics
6 210 (23.46%) Python
7 199 (22.23%) JavaScript
8 198 (22.12%) Linux
9 192 (21.45%) Degree
10 164 (18.32%) NoSQL
11 161 (17.99%) SQL Server
12 151 (16.87%) Software Engineering
13 149 (16.65%) C#
14 146 (16.31%) Oracle
15 142 (15.87%) Analytical Skills
16 138 (15.42%) HTML
17 133 (14.86%) .NET
17 133 (14.86%) Business Intelligence
18 124 (13.85%) Finance
19 122 (13.63%) Windows
20 118 (13.18%) TDD
20 118 (13.18%) Elasticsearch
21 110 (12.29%) Open Source
22 105 (11.73%) Data Analytics
23 99 (11.06%) ETL
24 98 (10.95%) Amazon AWS
25 96 (10.73%) Web Services
25 96 (10.73%) Computer Science
26 95 (10.61%) Scrum
27 92 (10.28%) 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
1 118 (13.18%) Elasticsearch
2 79 (8.83%) Apache Spark
3 75 (8.38%) Apache Pig
4 52 (5.81%) Apache
5 47 (5.25%) SAS
6 33 (3.69%) nginx
7 22 (2.46%) JBoss
8 17 (1.90%) SharePoint
9 16 (1.79%) Tomcat
10 14 (1.56%) OpenStack
11 11 (1.23%) WebLogic
12 9 (1.01%) Confluence
12 9 (1.01%) Liferay
13 8 (0.89%) Jetty
14 7 (0.78%) Apache Solr
14 7 (0.78%) Cloud Foundry
15 5 (0.56%) WebSphere
16 4 (0.45%) GemFire
17 2 (0.22%) MS Exchange
17 2 (0.22%) WebSphere Application Server
Applications
1 36 (4.02%) MS Excel
2 11 (1.23%) MS Office
2 11 (1.23%) MS PowerPoint
2 11 (1.23%) MS Project
3 6 (0.67%) SPSS
4 1 (0.11%) Adobe Illustrator
4 1 (0.11%) Photoshop
Business Applications
1 20 (2.23%) SAP Oil and Gas
2 12 (1.34%) SAP HR
3 9 (1.01%) SAP Payroll
4 4 (0.45%) Radian6
5 3 (0.34%) BusinessWorks
6 1 (0.11%) Oracle ERP
6 1 (0.11%) SAP ERP
Cloud Services
1 98 (10.95%) Amazon AWS
2 41 (4.58%) Microsoft Azure
3 37 (4.13%) SaaS
4 24 (2.68%) PaaS
5 20 (2.23%) Amazon EC2
5 20 (2.23%) Cloud Computing
6 19 (2.12%) IaaS
7 15 (1.68%) GitHub
8 8 (0.89%) AWS CloudFormation
9 3 (0.34%) AWS Elastic Beanstalk
9 3 (0.34%) Heroku
9 3 (0.34%) Office 365
10 2 (0.22%) Amazon EMR
10 2 (0.22%) Force.com
10 2 (0.22%) Google Cloud Platform
11 1 (0.11%) OpenShift
Communications & Networking
1 49 (5.47%) Firewall
2 42 (4.69%) Internet
3 29 (3.24%) TCP/IP
4 26 (2.91%) DNS
5 15 (1.68%) SMTP
6 12 (1.34%) HTTP
7 10 (1.12%) IPv4
8 9 (1.01%) LAN
8 9 (1.01%) WAN
9 7 (0.78%) SAN
10 6 (0.67%) Network Security
10 6 (0.67%) Wireless
11 5 (0.56%) 4G
12 4 (0.45%) SSL
13 3 (0.34%) Cisco ASA
13 3 (0.34%) PSTN
13 3 (0.34%) VPN
13 3 (0.34%) Wi-Fi
14 2 (0.22%) AMQP
14 2 (0.22%) NAS
Database & Business Intelligence
1 272 (30.39%) Hadoop
2 164 (18.32%) NoSQL
3 161 (17.99%) SQL Server
4 84 (9.39%) Data Warehouse
5 83 (9.27%) Apache Hive
6 80 (8.94%) MongoDB
7 79 (8.83%) Apache Cassandra
8 74 (8.27%) Relational Database
9 68 (7.60%) MySQL
10 48 (5.36%) HBase
11 41 (4.58%) PostgreSQL
12 40 (4.47%) RDBMS
13 39 (4.36%) Oracle Database
14 37 (4.13%) Data Mining
15 32 (3.58%) Amazon DynamoDB
16 26 (2.91%) DataStage
16 26 (2.91%) IBM InfoSphere
17 25 (2.79%) Oracle ODI
18 24 (2.68%) SQL Server Integration Services
19 20 (2.23%) QualityStage
Development Applications
1 66 (7.37%) Git (software)
2 52 (5.81%) JIRA
3 42 (4.69%) Subversion
4 41 (4.58%) Jenkins
5 23 (2.57%) Maven
6 18 (2.01%) Selenium
6 18 (2.01%) Vagrant
7 16 (1.79%) Visual Studio
8 14 (1.56%) Bugzilla
8 14 (1.56%) Trac
9 13 (1.45%) Ant
9 13 (1.45%) Talend Open Studio
9 13 (1.45%) WinDbg
10 12 (1.34%) Eclipse
10 12 (1.34%) Gradle
11 9 (1.01%) ERwin
11 9 (1.01%) NetBeans
12 7 (0.78%) Bitbucket
13 4 (0.45%) JUnit
13 4 (0.45%) Oracle APEX
General
1 124 (13.85%) Finance
2 63 (7.04%) Banking
3 53 (5.92%) Retail
4 50 (5.59%) Telecoms
5 39 (4.36%) Games
6 34 (3.80%) Pharmaceutical
7 32 (3.58%) Manufacturing
8 26 (2.91%) Aerospace
9 25 (2.79%) Marketing
10 22 (2.46%) Law
11 18 (2.01%) Music Industry
11 18 (2.01%) Publishing
12 15 (1.68%) Automotive
13 10 (1.12%) Legal
14 7 (0.78%) Billing
15 5 (0.56%) Advertising
16 3 (0.34%) Electronics
16 3 (0.34%) Financial Institution
Job Titles
1 345 (38.55%) Developer
2 100 (11.17%) Java Developer
3 97 (10.84%) Architect
4 86 (9.61%) Senior Developer
5 75 (8.38%) Analyst
6 59 (6.59%) C# Developer
7 58 (6.48%) Consultant
8 57 (6.37%) Software Engineer
9 52 (5.81%) Big Data Developer
10 48 (5.36%) .NET Developer
10 48 (5.36%) Software Developer
11 41 (4.58%) Data Architect
12 36 (4.02%) Data Scientist
13 31 (3.46%) Big Data Engineer
13 31 (3.46%) Data Analyst
13 31 (3.46%) Junior
13 31 (3.46%) Senior Java Developer
14 30 (3.35%) Hadoop Developer
15 29 (3.24%) C# Software Developer
16 28 (3.13%) Web Developer
Libraries, Frameworks & Software Standards
1 138 (15.42%) HTML
2 133 (14.86%) .NET
3 96 (10.73%) Web Services
4 91 (10.17%) CSS
5 88 (9.83%) Spring
6 81 (9.05%) AngularJS
7 74 (8.27%) jQuery
8 63 (7.04%) RESTful
9 56 (6.26%) Regular Expression
10 52 (5.81%) ASP.NET
11 49 (5.47%) Node.js
11 49 (5.47%) XML
12 46 (5.14%) HTML5
13 42 (4.69%) JSON
14 41 (4.58%) Kafka
15 39 (4.36%) REST
15 39 (4.36%) SOAP
16 33 (3.69%) ZeroMQ
17 29 (3.24%) Middleware
18 27 (3.02%) J2EE
Miscellaneous
1 142 (15.87%) Analytical Skills
2 96 (10.73%) Computer Science
3 70 (7.82%) Management Information System
4 59 (6.59%) Visualisation
5 58 (6.48%) Algorithms
6 52 (5.81%) Mobile App
7 46 (5.14%) Statistics
8 35 (3.91%) Mathematics
9 33 (3.69%) Data Integration
10 31 (3.46%) Smart Meter
11 29 (3.24%) Life Science
12 27 (3.02%) Cyberthreat
13 26 (2.91%) Enterprise Software
13 26 (2.91%) Physics
13 26 (2.91%) User Experience
14 20 (2.23%) Artificial Intelligence
14 20 (2.23%) Virtual Team
15 18 (2.01%) Internet of Things
16 14 (1.56%) Data Structures
17 13 (1.45%) Blog
Operating Systems
1 198 (22.12%) Linux
2 122 (13.63%) Windows
3 38 (4.25%) Windows Server
4 34 (3.80%) Android
4 34 (3.80%) CentOS
4 34 (3.80%) Unix
5 23 (2.57%) Red Hat Enterprise Linux
6 18 (2.01%) Windows Server 2008
7 17 (1.90%) Apple iOS
8 16 (1.79%) Windows Server 2012
9 6 (0.67%) Windows Mobile
10 5 (0.56%) Debian
11 4 (0.45%) Ubuntu
12 3 (0.34%) Mac OS X
12 3 (0.34%) Windows 7
13 1 (0.11%) Windows Server 2003
Processes & Methodologies
1 296 (33.07%) Agile Software Development
2 249 (27.82%) Analytics
3 151 (16.87%) Software Engineering
4 133 (14.86%) Business Intelligence
5 118 (13.18%) TDD
6 110 (12.29%) Open Source
7 105 (11.73%) Data Analytics
8 99 (11.06%) ETL
9 95 (10.61%) Scrum
10 89 (9.94%) Cybersecurity
11 84 (9.39%) Data Modelling
12 79 (8.83%) Machine Learning
13 73 (8.16%) Big Data Analytics
14 71 (7.93%) Data Management
15 70 (7.82%) Presales
16 67 (7.49%) BDD
16 67 (7.49%) Data Analysis
17 66 (7.37%) MapReduce
18 63 (7.04%) Continuous Improvement
19 55 (6.15%) Project Management
Programming Languages
1 348 (38.88%) Java
2 266 (29.72%) SQL
3 210 (23.46%) Python
4 199 (22.23%) JavaScript
5 149 (16.65%) C#
6 75 (8.38%) C++
7 66 (7.37%) Perl
8 60 (6.70%) Ruby
9 57 (6.37%) PHP
10 54 (6.03%) R
11 49 (5.47%) Shell Script
12 46 (5.14%) Bash Shell
12 46 (5.14%) C
13 31 (3.46%) PowerShell
14 29 (3.24%) Scala
15 24 (2.68%) PHP 5
15 24 (2.68%) T-SQL
16 20 (2.23%) PL/SQL
17 17 (1.90%) XPath
18 9 (1.01%) VB
Qualifications
1 192 (21.45%) Degree
2 92 (10.28%) Security Cleared
3 67 (7.49%) SC Cleared
4 37 (4.13%) PhD
5 22 (2.46%) BPSS Clearance
6 18 (2.01%) CISSP
7 15 (1.68%) CITP
7 15 (1.68%) Microsoft Certification
8 12 (1.34%) MCSE
9 11 (1.23%) CISM
10 10 (1.12%) DV Cleared
11 9 (1.01%) ISEB
12 8 (0.89%) CISA
12 8 (0.89%) CRISC
13 7 (0.78%) MBA
13 7 (0.78%) MCP
14 6 (0.67%) MCITP
15 5 (0.56%) MCTS
16 3 (0.34%) PRINCE2 Certification
17 2 (0.22%) ITIL Certification
Quality Assurance & Compliance
1 35 (3.91%) Data Quality
2 24 (2.68%) QA
3 14 (1.56%) ISO/IEC 27001
4 10 (1.12%) COBIT
5 8 (0.89%) ISO/IEC 20000
6 7 (0.78%) ISAE 3402
6 7 (0.78%) SSAE 16
7 5 (0.56%) ISO 9001
7 5 (0.56%) PCI DSS
7 5 (0.56%) SLA
8 4 (0.45%) TickIT
9 3 (0.34%) GPG13
System Software
1 61 (6.82%) Docker
2 40 (4.47%) HDFS
3 39 (4.36%) Apache Flume
4 34 (3.80%) Active Directory
5 25 (2.79%) VMware Infrastructure
6 16 (1.79%) Apache ZooKeeper
7 10 (1.12%) KVM
7 10 (1.12%) VirtualBox
8 8 (0.89%) Virtual Machines
9 6 (0.67%) Snort
10 4 (0.45%) Firmware
11 1 (0.11%) Hyper-V
11 1 (0.11%) LXC
11 1 (0.11%) Virtual Servers
Systems Management
1 37 (4.13%) Oozie
2 23 (2.57%) Hadoop YARN
3 21 (2.35%) Puppet
4 19 (2.12%) Kibana
5 14 (1.56%) Nagios
5 14 (1.56%) Opscode Chef
6 12 (1.34%) logstash
7 11 (1.23%) Ambari
8 10 (1.12%) CA Single Sign-On
9 9 (1.01%) Ansible
10 8 (0.89%) EnCase
10 8 (0.89%) HAProxy
11 6 (0.67%) Kubernetes
12 5 (0.56%) Graphite
12 5 (0.56%) Host Intrusion Detection System
12 5 (0.56%) Terraform
13 4 (0.45%) ZABBIX
14 3 (0.34%) SCCM
15 2 (0.22%) Microsoft Intune
15 2 (0.22%) StatsD
Vendors
1 146 (16.31%) Oracle
2 59 (6.59%) SAP
3 57 (6.37%) Microsoft
4 50 (5.59%) IBM
5 32 (3.58%) Tableau
6 27 (3.02%) Hortonworks
6 27 (3.02%) VMware
7 25 (2.79%) Cisco
7 25 (2.79%) Informatica
8 24 (2.68%) Google
9 22 (2.46%) Cloudera
10 21 (2.35%) Teradata
11 20 (2.23%) Red Hat
12 17 (1.90%) Splunk
13 16 (1.79%) ArcSight
14 14 (1.56%) Apple
14 14 (1.56%) Cognos
14 14 (1.56%) HP
15 13 (1.45%) Sophos
15 13 (1.45%) Talend
Reading, Berkshire
Coal IT Services
Salary: £33,000 per annum + Excellent Bens and Bonus
Posted: 3 hours ago
Leatherhead, Surrey
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: Yesterday
Reading, Berkshire
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: Yesterday
Guildford
Computer Futures
Salary: £90000 - £100000 per annum + Double OTE
Posted: 17 hours ago
Reading, Berkshire
ANSON MCCADE
Salary: £58 000 - £75 000 (+ top tier package and benefits!!!)
Posted: Yesterday
Leatherhead, Surrey
ANSON MCCADE
Salary: £58 000 - £75 000 (+ top tier package and benefits!!!)
Posted: Yesterday
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £50000 - £65000 per annum, + Shares
Posted: 2 days ago
Berkshire
Executive Recruitment Services (ERS)
Posted: Yesterday
Bracknell, Berkshire
Big Wednesday Digital Ltd
Salary: £50000 - £100000 per annum + negotiable
Posted: Yesterday
Reading, Berkshire
EXCELerate
Salary: £85,000 per annum 25% Bonus - Dental, life insurance, Car Allowance
Posted: Yesterday
Surrey
Harrington Starr
Salary: £45000 - £55000 per annum + Bonus and Benefits and Training
Posted: Yesterday
Fareham, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £45000 - £55000 per annum + benefits
Posted: 2 days ago
Slough, Berkshire
Connected IT
Salary: £25000 - £40000 per annum + Benefits (Salary Negotiable)
Posted: 2 days ago
Reading, Berkshire
Evolution Recruitment Solutions
Salary: 45k-60k
Posted: 5 days ago
Reading, Berkshire
Evolution Recruitment Solutions
Salary: 30,000-45,000
Posted: 5 days ago
Reading, Berkshire
Coal IT Services
Salary: £33,000 per annum Plus bonus and excellent bens
Posted: 6 days ago
Oxford
Client Server
Salary: £40,000 to £55,000 + bonus + benefits
Posted: 9 days ago
Reading
Computer Futures
Salary: £40000 - £66000 per annum + Car Allowance, Pension
Posted: Yesterday
Guildford, Surrey
Evolution Recruitment Solutions
Salary: 50,000-60,000
Posted: 6 days ago
Oxfordshire
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 6 days ago
Portsmouth
Talent Point
Salary: £35000.00 - £55000.00 per annum
Posted: 7 days ago
Aylesbury, Buckinghamshire
Applause IT Innovation
Salary: £35000 - £50000 per annum + stock options, benefits
Posted: 6 days ago
Slough
Computer Futures
Salary: £80000 - £90000 per annum + Double OTE
Posted: 23 days ago
Staines
Centrica
Salary: Dependant on experience
Posted: 19 days ago
Oxfordshire
Client Server
Salary: £50,000 to £60,000 + benefits
Posted: 12 days ago
Staines
Centrica
Salary: Package circa: £60,000 (depending on experience)
Posted: 20 days ago
Wokingham, Berkshire
Evolution Recruitment Solutions
Salary: 40,000 - 60,000
Posted: 5 days ago
Portsmouth
Spectrum IT
Salary: £35000 - £40000 per annum
Posted: 7 days ago
Bracknell
Computer Futures
Salary: £70000 - £75000 per annum + Double OTE
Posted: 20 days ago