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 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Big Data
England / South East
Rank 120 144 266
Rank change year-on-year
+24 +122
Permanent jobs citing Big Data 372 438 211
As % of all permanent IT jobs located in the South East 2.52% 2.31% 1.03%
As % of the Database & Business Intelligence category 8.60% 7.25% 3.40%
Number of salaries quoted 302 326 185
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 £35,000 £33,000 £37,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year
+10.00% -4.76%

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
4325 6041 6200
As % of all permanent IT jobs located in the South East 29.26% 31.87% 30.31%
Number of salaries quoted 3688 5307 5385
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,000 £32,500 £29,500
10% offered a salary of more than £65,000 £62,500 £62,500
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 28 February 2017.

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 February 2017. 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 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 -24 101 £47,500 - 9
Surrey +74 79 £62,500 +4.60% 19
Oxfordshire +34 78 £55,000 -9.46% 5
Hampshire -10 46 £60,000 +20.00% 14
Buckinghamshire +24 21 £62,500 -35.89% 2
Kent +16 15 £50,000 +25.00%
East Sussex +18 13 £69,500 -0.71%
West Sussex +4 10 £64,000 -8.57%
Sussex - 5 £65,000 -
Middlesex - 2 - - 3
Big Data
England

Big Data
Top 30 Related IT Skills in the South East

For the 6 months to 28 February 2017, 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.

1 289 (39.11%) Java
2 259 (35.05%) Hadoop
3 255 (34.51%) Agile Software Development
4 253 (34.24%) SQL
5 215 (29.09%) Analytics
6 185 (25.03%) NoSQL
7 158 (21.38%) Python
8 156 (21.11%) Business Intelligence
9 151 (20.43%) Linux
10 136 (18.40%) JavaScript
11 130 (17.59%) SQL Server
12 126 (17.05%) Degree
13 123 (16.64%) Oracle
14 113 (15.29%) Scrum
15 111 (15.02%) ETL
16 110 (14.88%) Web Services
17 105 (14.21%) Software Engineering
18 102 (13.80%) .NET
18 102 (13.80%) MySQL
19 95 (12.86%) Spring
20 91 (12.31%) Microsoft
21 89 (12.04%) Analytical Skills
22 85 (11.50%) Apache Hive
22 85 (11.50%) Microsoft Azure
22 85 (11.50%) Open Source
23 84 (11.37%) Data Warehouse
24 82 (11.10%) HTML
24 82 (11.10%) TDD
24 82 (11.10%) Amazon AWS
25 79 (10.69%) C++

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 70 (9.47%) Apache Spark
2 64 (8.66%) Elasticsearch
3 45 (6.09%) Apache
4 43 (5.82%) Apache Pig
5 29 (3.92%) nginx
6 22 (2.98%) SAS
7 20 (2.71%) CMS
8 18 (2.44%) Apache Solr
9 17 (2.30%) JBoss
10 16 (2.17%) Tomcat
11 15 (2.03%) SharePoint
12 13 (1.76%) Jetty
13 10 (1.35%) BizTalk Server
14 9 (1.22%) WordPress
15 5 (0.68%) Jupyter
15 5 (0.68%) OpenStack
16 3 (0.41%) Cloud Foundry
16 3 (0.41%) NServiceBus
16 3 (0.41%) SharePoint 2013
16 3 (0.41%) Skype for Business
Applications
1 41 (5.55%) MS Excel
2 5 (0.68%) MS Office
3 2 (0.27%) MS PowerPoint
3 2 (0.27%) MS Project
3 2 (0.27%) SPSS
4 1 (0.14%) Spreadsheet
4 1 (0.14%) Stata
Business Applications
1 10 (1.35%) SAP CRM
2 8 (1.08%) Magento
3 6 (0.81%) FastStats
4 4 (0.54%) Data Workbench
4 4 (0.54%) SAP ERP
5 3 (0.41%) SAP MDG
5 3 (0.41%) SAP MDM
6 1 (0.14%) Dynamics AX
6 1 (0.14%) Fredhopper
6 1 (0.14%) HFM
6 1 (0.14%) Hyperion Enterprise
6 1 (0.14%) Hyperion Planning
6 1 (0.14%) Maximo
Cloud Services
1 85 (11.50%) Microsoft Azure
2 82 (11.10%) Amazon AWS
3 27 (3.65%) GitHub
4 18 (2.44%) Cloud Computing
5 15 (2.03%) SaaS
6 13 (1.76%) Google Analytics
7 11 (1.49%) Amazon S3
7 11 (1.49%) PaaS
8 10 (1.35%) IaaS
9 5 (0.68%) Amazon EMR
10 4 (0.54%) Amazon Kinesis
10 4 (0.54%) AWS Lambda
10 4 (0.54%) Google Cloud Platform
10 4 (0.54%) Office 365
11 2 (0.27%) Adobe Analytics
11 2 (0.27%) AWS Elastic Beanstalk
11 2 (0.27%) Heroku
Communications & Networking
1 30 (4.06%) Internet
2 13 (1.76%) Unified Communications
3 11 (1.49%) SAN
4 8 (1.08%) Firewall
4 8 (1.08%) HTTP
5 6 (0.81%) 3G
5 6 (0.81%) 4G
5 6 (0.81%) 5G
5 6 (0.81%) NGN
5 6 (0.81%) Radio Access Network
5 6 (0.81%) Value-Added Service
5 6 (0.81%) VoIP
5 6 (0.81%) VoLTE
6 5 (0.68%) SMTP
7 4 (0.54%) DNS
7 4 (0.54%) IPv4
7 4 (0.54%) TCP/IP
8 3 (0.41%) Kerberos
8 3 (0.41%) Skype
8 3 (0.41%) WebEx
Database & Business Intelligence
1 259 (35.05%) Hadoop
2 185 (25.03%) NoSQL
3 130 (17.59%) SQL Server
4 102 (13.80%) MySQL
5 85 (11.50%) Apache Hive
6 84 (11.37%) Data Warehouse
7 66 (8.93%) Apache Cassandra
8 63 (8.53%) Relational Database
9 62 (8.39%) HBase
10 61 (8.25%) SQL Server Integration Services
11 60 (8.12%) Power BI
12 53 (7.17%) OLAP
12 53 (7.17%) SQL Server Reporting Services
13 47 (6.36%) MongoDB
13 47 (6.36%) SQL Server Analysis Services
14 43 (5.82%) BusinessObjects
15 41 (5.55%) OLTP
16 36 (4.87%) Data Mining
16 36 (4.87%) Oracle OLAP
17 35 (4.74%) Data Lake
Development Applications
1 73 (9.88%) JIRA
2 55 (7.44%) Git (software)
3 43 (5.82%) Talend Open Studio
4 19 (2.57%) Subversion
5 17 (2.30%) Jenkins
6 16 (2.17%) Maven
7 14 (1.89%) Vagrant
8 13 (1.76%) Gradle
8 13 (1.76%) Team Foundation Server
9 12 (1.62%) Selenium
9 12 (1.62%) Visual Studio
10 11 (1.49%) NUnit
11 9 (1.22%) Bower
11 9 (1.22%) Cucumber
11 9 (1.22%) Grunt
12 8 (1.08%) Bugzilla
13 7 (0.95%) git-flow
14 5 (0.68%) JUnit
14 5 (0.68%) Trac
15 4 (0.54%) ERwin
General
1 54 (7.31%) Marketing
2 49 (6.63%) Finance
3 40 (5.41%) Games
4 18 (2.44%) Telecoms
5 17 (2.30%) Retail
6 14 (1.89%) Music Industry
6 14 (1.89%) Pharmaceutical
7 12 (1.62%) Advertising
8 9 (1.22%) German Language
8 9 (1.22%) Legal
9 6 (0.81%) Banking
9 6 (0.81%) French Language
10 5 (0.68%) Manufacturing
11 4 (0.54%) Dutch Language
11 4 (0.54%) Electronics
11 4 (0.54%) Italian Language
11 4 (0.54%) Spanish Language
12 3 (0.41%) Law
12 3 (0.41%) Publishing
13 2 (0.27%) Automotive
Job Titles
1 324 (43.84%) Developer
2 117 (15.83%) Java Developer
3 88 (11.91%) Architect
4 85 (11.50%) Senior Developer
5 70 (9.47%) Analyst
6 51 (6.90%) Software Engineer
7 48 (6.50%) Senior Java Developer
8 46 (6.22%) SQL Developer
9 41 (5.55%) Data Architect
10 40 (5.41%) Big Data Developer
11 37 (5.01%) PHP Developer
12 34 (4.60%) Data Scientist
13 33 (4.47%) Lead Developer
14 32 (4.33%) Java Engineer
15 29 (3.92%) Big Data Architect
16 28 (3.79%) Junior
17 27 (3.65%) Business Intelligence Developer
17 27 (3.65%) Technical Leader
18 26 (3.52%) Web Developer
19 25 (3.38%) .NET Developer
Libraries, Frameworks & Software Standards
1 110 (14.88%) Web Services
2 102 (13.80%) .NET
3 95 (12.86%) Spring
4 82 (11.10%) HTML
5 73 (9.88%) AngularJS
6 68 (9.20%) J2EE
7 61 (8.25%) RESTful
8 57 (7.71%) REST
9 55 (7.44%) CSS
10 45 (6.09%) HTML5
11 34 (4.60%) XML
12 33 (4.47%) SOAP
13 29 (3.92%) Node.js
14 28 (3.79%) Twitter Bootstrap
15 27 (3.65%) ASP.NET
16 24 (3.25%) CSS3
17 21 (2.84%) Apache Camel
18 19 (2.57%) Java EE
19 18 (2.44%) JSON
19 18 (2.44%) WCF
Miscellaneous
1 89 (12.04%) Analytical Skills
2 56 (7.58%) Computer Science
3 38 (5.14%) Algorithms
4 35 (4.74%) Semantic Web
5 33 (4.47%) Management Information System
6 30 (4.06%) Data Structures
7 26 (3.52%) Internet of Things
8 23 (3.11%) Linux Command Line
9 21 (2.84%) Enterprise Software
10 17 (2.30%) Data Centre
11 16 (2.17%) User Experience
12 15 (2.03%) Credit Risk
13 13 (1.76%) Cyberthreat
14 12 (1.62%) Cyber Attack
15 9 (1.22%) Social Media
16 8 (1.08%) Mobile App
17 7 (0.95%) Grid Computing
17 7 (0.95%) Private Cloud
17 7 (0.95%) Virtual Team
18 6 (0.81%) PKI
Operating Systems
1 151 (20.43%) Linux
2 61 (8.25%) Windows
3 46 (6.22%) Unix
4 27 (3.65%) CentOS
5 21 (2.84%) Windows Server
6 13 (1.76%) Windows Server 2012
7 12 (1.62%) Windows Server 2008
8 7 (0.95%) Android
8 7 (0.95%) Apple iOS
8 7 (0.95%) Ubuntu
9 6 (0.81%) Red Hat Enterprise Linux
10 4 (0.54%) Debian
10 4 (0.54%) Windows 10
10 4 (0.54%) Windows 8
11 1 (0.14%) Embedded Linux
11 1 (0.14%) MVS
11 1 (0.14%) Solaris
Processes & Methodologies
1 255 (34.51%) Agile Software Development
2 215 (29.09%) Analytics
3 156 (21.11%) Business Intelligence
4 113 (15.29%) Scrum
5 111 (15.02%) ETL
6 105 (14.21%) Software Engineering
7 85 (11.50%) Open Source
8 82 (11.10%) TDD
9 74 (10.01%) Machine Learning
9 74 (10.01%) MVC
10 73 (9.88%) MapReduce
11 71 (9.61%) Data Modelling
12 63 (8.53%) Mathematics
13 60 (8.12%) BDD
14 50 (6.77%) Mentoring
15 49 (6.63%) Web Development
16 47 (6.36%) SOA
17 45 (6.09%) Statistics
18 44 (5.95%) Continuous Integration
19 43 (5.82%) Kanban
Programming Languages
1 289 (39.11%) Java
2 253 (34.24%) SQL
3 158 (21.38%) Python
4 136 (18.40%) JavaScript
5 79 (10.69%) C++
6 69 (9.34%) C#
7 65 (8.80%) PHP
8 47 (6.36%) R
9 42 (5.68%) Scala
10 34 (4.60%) PL/SQL
11 32 (4.33%) T-SQL
12 31 (4.19%) Shell Script
13 28 (3.79%) Ruby
14 25 (3.38%) C
15 22 (2.98%) Bash Shell
16 21 (2.84%) PowerShell
17 14 (1.89%) PHP 5
17 14 (1.89%) PHP 7
17 14 (1.89%) XPath
18 11 (1.49%) Perl
Qualifications
1 126 (17.05%) Degree
2 26 (3.52%) PhD
3 25 (3.38%) CISSP
4 20 (2.71%) Security Cleared
5 19 (2.57%) GCIA
6 17 (2.30%) CEH
7 15 (2.03%) SC Cleared
8 6 (0.81%) ISEB
9 5 (0.68%) Microsoft Certification
10 4 (0.54%) Cisco Certification
10 4 (0.54%) ISTQB
10 4 (0.54%) ITIL Certification
11 3 (0.41%) CCIE
11 3 (0.41%) CCNP
11 3 (0.41%) CISA
11 3 (0.41%) GCIH
11 3 (0.41%) MCSA
12 2 (0.27%) GIAC
12 2 (0.27%) MCSE
12 2 (0.27%) Postgraduate
Quality Assurance & Compliance
1 33 (4.47%) Data Quality
2 30 (4.06%) QA
3 23 (3.11%) SLA
4 13 (1.76%) COBIT
5 9 (1.22%) ISO/IEC 27001
6 1 (0.14%) PCI DSS
6 1 (0.14%) PMO
6 1 (0.14%) SDET
System Software
1 28 (3.79%) Docker
2 22 (2.98%) Active Directory
3 21 (2.84%) HDFS
4 17 (2.30%) Apache Flume
5 10 (1.35%) VMware Infrastructure
6 7 (0.95%) Apache ZooKeeper
6 7 (0.95%) Oracle RAC
7 6 (0.81%) VirtualBox
8 5 (0.68%) KVM
9 3 (0.41%) Hyper-V
10 1 (0.14%) LXC
Systems Management
1 26 (3.52%) Puppet
2 17 (2.30%) Oozie
3 7 (0.95%) Hadoop YARN
4 5 (0.68%) Grafana
4 5 (0.68%) Opscode Chef
5 4 (0.54%) Ambari
5 4 (0.54%) Kibana
6 3 (0.41%) Icinga
6 3 (0.41%) vRealize
7 2 (0.27%) Ansible
7 2 (0.27%) EnCase
7 2 (0.27%) Graphite
7 2 (0.27%) Host Intrusion Detection System
7 2 (0.27%) Kubernetes
7 2 (0.27%) Mesos
7 2 (0.27%) Nagios
7 2 (0.27%) Salt
7 2 (0.27%) SELinux
8 1 (0.14%) EMC NetWorker
8 1 (0.14%) FTK
Vendors
1 123 (16.64%) Oracle
2 91 (12.31%) Microsoft
3 43 (5.82%) Talend
4 42 (5.68%) Cognos
5 34 (4.60%) Google
6 30 (4.06%) SAP
7 23 (3.11%) Tableau
8 18 (2.44%) Hortonworks
9 14 (1.89%) Apple
10 13 (1.76%) Teradata
10 13 (1.76%) VMware
11 11 (1.49%) Cloudera
12 9 (1.22%) Informatica
12 9 (1.22%) MapR
12 9 (1.22%) Perforce
13 8 (1.08%) Cisco
14 7 (0.95%) Red Hat
14 7 (0.95%) Salesforce.com
15 6 (0.81%) EMC
15 6 (0.81%) IBM
Aldershot, Hampshire
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 17 hours ago
Surrey
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 22 hours ago
Kidlington, Oxfordshire
CBS butler
Salary: Benefits
Posted: Yesterday
Surrey
TEKsystems
Salary: £50000 - £75000 per annum
Posted: 23 hours ago
Slough, Berkshire
Spencer Rose
Salary: £45000 - £55000 per annum + + bonus & excellent benefits
Posted: 17 hours ago
Woking, Surrey
First Point
Salary: £40000 - £60000 per annum + bonus + pension
Posted: 12 hours ago
Milton Keynes, Buckinghamshire
ISL
Salary: £50000 - £58000 per annum + bonus, pension, equity
Posted: 3 days ago
Romsey, Hampshire
Informatiq Consulting
Posted: 16 hours ago
Hampshire
Austin Fraser
Salary: £60000 - £65000 per annum + Benefits, Flex Working and Bonus
Posted: 5 days ago
Surrey
Austin Fraser
Salary: £70000 - £76000 per annum + Benefits and Bonus
Posted: 5 days ago
Reading, Berkshire
Evolution Recruitment Solutions
Salary: 50,000-60,000
Posted: 3 days ago
Hampshire
Austin Fraser
Salary: £65000 per annum + Benefits, Flex Working and Bonus
Posted: 5 days ago
Reading, Berkshire
CGI
Salary: £35000 - £50000 per annum
Posted: 3 days ago
Reigate, Surrey
ARC IT Recruitment Ltd
Salary: £55000 per annum + Plus Bonus and Benefits
Posted: 3 days ago
Hampshire
Austin Fraser
Salary: £60000.00 - £75000.00 per annum + Benefits
Posted: 5 days ago
Romsey, Hampshire
Evolution Recruitment Solutions
Salary: 35000 - 55000
Posted: 14 hours ago
Surrey
Harrington Starr
Salary: £45000 - £55000 per annum + Bonus and Benefits and Training
Posted: 3 days ago
Woking, Surrey
Absolute Solution Limited
Salary: From £58,000 to £65,000 per annum 58-65k depending on experience plus
Posted: 3 days ago
Staines
Centrica
Salary: Competitive with extensive benefits on offer
Posted: 6 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: 4 days ago
Maidenhead, Berkshire
EXCELerate
Salary: Up to £50,000 per annum 10% Bonus, Healthcare + Pension
Posted: 3 days ago
Staines
Centrica
Salary: Competitive
Posted: 4 days ago
Southampton
Spectrum IT
Salary: £40000 - £60000 per annum
Posted: 8 days ago
Staines
Centrica
Salary: Competitive plus benefits
Posted: 6 days ago
Surrey
Opus Recruitment Solutions Ltd
Salary: £50000 - £70000 per annum, Benefits Benefits & Bonus included
Posted: 6 days ago
Southampton
Recruitment Genius Ltd
Salary: £30000 - £35000 per annum
Posted: 7 days ago
Reading, Berkshire
set2recruit
Salary: From £38,000 to £50,000 per annum +pension + healthcare
Posted: 3 days ago
Portsmouth, Hampshire
onezeero.
Salary: £80000 - £90000 per annum
Posted: 5 days ago
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £25,000 per annum + Award-Winning Training + Benefits
Posted: 4 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £25,000 per annum + Award-Winning Training + Benefits
Posted: 4 days ago