The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Big Data
South East / Berkshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 83 65 154
Rank change year-on-year -18 +89  
Permanent jobs citing Big Data 107 190 74
As % of all permanent IT jobs advertised in Berkshire 3.17% 3.79% 1.37%
As % of the Database & Business Intelligence category 12.43% 14.06% 5.87%
Number of salaries quoted 61 163 49
Median salary £54,000 £45,000 £62,500
Median salary % change year-on-year +20.00% -28.00%  
90% offered a salary of more than £35,000 £33,000 £50,000
10% offered a salary of more than £75,000 £70,000 £92,500
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Berkshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Berkshire
Permanent job vacancies with a requirement for database and business intelligence skills 861 1351 1261
As % of all permanent IT job vacancies advertised in Berkshire 25.54% 26.94% 23.26%
Number of salaries quoted 708 1163 1041
Median salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00%  
90% offered a salary of more than £33,500 £32,500 £30,000
10% offered a salary of more than £65,000 £70,000 £70,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data in Berkshire

Big Data
Salary Trend in Berkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data in Berkshire.

Salary trend for Big Data in Berkshire

Big Data
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Big Data in Berkshire over the 3 months to 29 March 2017.

Salary histogram for Big Data in Berkshire

Big Data
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Berkshire region over the 3 months to 29 March 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
Reading -22 57 £52,500 +16.66% 10
Slough +32 18 £65,000 -10.34%
Maidenhead - 11 £40,000 - 3
Bracknell +21 8 £41,250 -37.73% 4
Wokingham - 2 £60,750 -
Newbury +11 1 £24,000 -56.36%
Big Data
South East

For the 6 months to 29 March 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 Berkshire region with a requirement for Big Data.

1 98 (50.00%) Java
2 72 (36.73%) NoSQL
3 68 (34.69%) Hadoop
4 63 (32.14%) Linux
5 62 (31.63%) SQL
6 59 (30.10%) Agile Software Development
6 59 (30.10%) Analytics
7 56 (28.57%) Degree
8 50 (25.51%) Software Engineering
8 50 (25.51%) Mentoring
9 44 (22.45%) JavaScript
10 40 (20.41%) Oracle
10 40 (20.41%) Windows
11 36 (18.37%) Machine Learning
12 34 (17.35%) Python
13 32 (16.33%) Web Services
14 30 (15.31%) Relational Database
15 28 (14.29%) Open Source
16 27 (13.78%) CentOS
16 27 (13.78%) Analytical Skills
16 27 (13.78%) .NET
17 26 (13.27%) Regression Testing
18 25 (12.76%) Elasticsearch
18 25 (12.76%) Software Architecture
19 23 (11.73%) Presales
19 23 (11.73%) SOA
19 23 (11.73%) Microsoft
20 22 (11.22%) QA
20 22 (11.22%) TDD
20 22 (11.22%) Apache Spark

Big Data
Co-occurring IT Skills in Berkshire 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 25 (12.76%) Elasticsearch
2 22 (11.22%) Apache Spark
3 10 (5.10%) Apache
4 4 (2.04%) Apache Pig
4 4 (2.04%) nginx
4 4 (2.04%) OpenStack
5 3 (1.53%) IIS
6 2 (1.02%) Confluence
7 1 (0.51%) Apache Solr
7 1 (0.51%) ArcGIS
7 1 (0.51%) CMS
7 1 (0.51%) GeoServer
7 1 (0.51%) JBoss
7 1 (0.51%) MQSeries
7 1 (0.51%) SAS
7 1 (0.51%) Tomcat
7 1 (0.51%) WebLogic
7 1 (0.51%) WebSphere
Applications
1 5 (2.55%) MS Excel
2 4 (2.04%) Spreadsheet
3 1 (0.51%) MS Office
Business Applications
1 4 (2.04%) SAP ERP
2 3 (1.53%) Data Workbench
3 1 (0.51%) Fredhopper
Cloud Services
1 13 (6.63%) Microsoft Azure
2 10 (5.10%) Amazon AWS
3 7 (3.57%) IaaS
3 7 (3.57%) PaaS
3 7 (3.57%) SaaS
4 4 (2.04%) Office 365
5 3 (1.53%) Cloud Computing
5 3 (1.53%) GitHub
6 2 (1.02%) Google Cloud Platform
Communications & Networking
1 5 (2.55%) HTTP
1 5 (2.55%) SAN
2 4 (2.04%) Firewall
2 4 (2.04%) Network Security
3 3 (1.53%) IPv4
3 3 (1.53%) Kerberos
3 3 (1.53%) MVNO
3 3 (1.53%) WebEx
4 2 (1.02%) ICMP
4 2 (1.02%) Internet
4 2 (1.02%) SSH
4 2 (1.02%) TCP/IP
5 1 (0.51%) DHCP
5 1 (0.51%) DNS
Database & Business Intelligence
1 72 (36.73%) NoSQL
2 68 (34.69%) Hadoop
3 30 (15.31%) Relational Database
4 20 (10.20%) SQL Server
5 17 (8.67%) Data Mining
6 15 (7.65%) HBase
6 15 (7.65%) MongoDB
7 14 (7.14%) Apache Hive
7 14 (7.14%) PostgreSQL
8 11 (5.61%) Apache Cassandra
9 9 (4.59%) Neo4j
9 9 (4.59%) Spotfire
10 8 (4.08%) Data Warehouse
11 6 (3.06%) BusinessObjects
11 6 (3.06%) KNIME
11 6 (3.06%) Pentaho
12 5 (2.55%) DB2
12 5 (2.55%) MySQL
12 5 (2.55%) Power BI
13 4 (2.04%) Oracle Reports
Development Applications
1 16 (8.16%) JIRA
2 11 (5.61%) Git (software)
3 9 (4.59%) JUnit
4 8 (4.08%) Selenium
5 7 (3.57%) Bugzilla
5 7 (3.57%) Jenkins
6 6 (3.06%) Talend Open Studio
7 4 (2.04%) Subversion
7 4 (2.04%) Trac
8 3 (1.53%) Maven
9 1 (0.51%) Atlassian Bamboo
9 1 (0.51%) Bitbucket
9 1 (0.51%) EasyMock
9 1 (0.51%) FishEye
9 1 (0.51%) Gradle
9 1 (0.51%) Grunt
9 1 (0.51%) gulp
9 1 (0.51%) Karma Test Runner
9 1 (0.51%) TestNG
9 1 (0.51%) Yeoman
General
1 15 (7.65%) Finance
2 13 (6.63%) Marketing
3 11 (5.61%) Games
3 11 (5.61%) Telecoms
4 9 (4.59%) Pharmaceutical
5 8 (4.08%) Retail
6 5 (2.55%) German Language
7 4 (2.04%) Advertising
8 2 (1.02%) French Language
8 2 (1.02%) Manufacturing
8 2 (1.02%) Military
9 1 (0.51%) Banking
9 1 (0.51%) Legal
Job Titles
1 60 (30.61%) Developer
2 20 (10.20%) Java Developer
3 16 (8.16%) Support Engineer
4 15 (7.65%) Architect
4 15 (7.65%) Big Data Developer
4 15 (7.65%) Java Engineer
5 14 (7.14%) Sales Engineer
6 13 (6.63%) Big Data Engineer
6 13 (6.63%) Software Engineer
7 12 (6.12%) Test Engineer
8 11 (5.61%) Data Engineer
8 11 (5.61%) Security Engineer
9 10 (5.10%) Data Scientist
9 10 (5.10%) Java Software Engineer
9 10 (5.10%) Junior
9 10 (5.10%) Open Source Developer
10 9 (4.59%) Analyst
10 9 (4.59%) Hadoop Developer
10 9 (4.59%) Security Support Engineer
10 9 (4.59%) Software Developer
Libraries, Frameworks & Software Standards
1 32 (16.33%) Web Services
2 27 (13.78%) .NET
3 22 (11.22%) REST
4 19 (9.69%) AngularJS
4 19 (9.69%) HTML
5 18 (9.18%) RESTful
6 13 (6.63%) jQuery
7 11 (5.61%) ZeroMQ
8 10 (5.10%) Kafka
8 10 (5.10%) Spring
9 9 (4.59%) J2EE
9 9 (4.59%) XML
10 8 (4.08%) CSS
10 8 (4.08%) Hibernate
10 8 (4.08%) HTML5
11 7 (3.57%) D3.js
11 7 (3.57%) EJB
11 7 (3.57%) JSON
11 7 (3.57%) KnockoutJS
11 7 (3.57%) Node.js
Miscellaneous
1 27 (13.78%) Analytical Skills
2 16 (8.16%) Social Media
3 15 (7.65%) Algorithms
3 15 (7.65%) Virtual Team
4 13 (6.63%) Computer Science
5 12 (6.12%) Cyberthreat
5 12 (6.12%) Linux Command Line
6 6 (3.06%) Life Science
7 5 (2.55%) Data Structures
7 5 (2.55%) Enterprise Software
8 4 (2.04%) Data Centre
8 4 (2.04%) Private Cloud
8 4 (2.04%) User Experience
9 3 (1.53%) PKI
10 2 (1.02%) Cyber Attack
10 2 (1.02%) Cyber Defence
10 2 (1.02%) Internet of Things
10 2 (1.02%) Management Information System
11 1 (0.51%) Mobile App
11 1 (0.51%) Security Operations Centre
Operating Systems
1 63 (32.14%) Linux
2 40 (20.41%) Windows
3 27 (13.78%) CentOS
4 18 (9.18%) Unix
4 18 (9.18%) Windows Server
5 13 (6.63%) Windows Server 2008
6 10 (5.10%) Windows Server 2012
7 8 (4.08%) Ubuntu
8 5 (2.55%) Red Hat Enterprise Linux
9 2 (1.02%) Debian
9 2 (1.02%) Solaris
10 1 (0.51%) AIX
10 1 (0.51%) HPUX
10 1 (0.51%) Windows Server 2003
Processes & Methodologies
1 59 (30.10%) Agile Software Development
1 59 (30.10%) Analytics
2 50 (25.51%) Mentoring
2 50 (25.51%) Software Engineering
3 36 (18.37%) Machine Learning
4 28 (14.29%) Open Source
5 26 (13.27%) Regression Testing
6 25 (12.76%) Software Architecture
7 23 (11.73%) Presales
7 23 (11.73%) SOA
8 22 (11.22%) TDD
9 21 (10.71%) BDD
9 21 (10.71%) Scrum
10 20 (10.20%) Cybersecurity
11 17 (8.67%) SIEM
12 16 (8.16%) Business Intelligence
12 16 (8.16%) Coaching
12 16 (8.16%) ETL
13 15 (7.65%) Actionable Insight
13 15 (7.65%) Performance Management
Programming Languages
1 98 (50.00%) Java
2 62 (31.63%) SQL
3 44 (22.45%) JavaScript
4 34 (17.35%) Python
5 17 (8.67%) Shell Script
6 16 (8.16%) C
7 14 (7.14%) PHP
8 12 (6.12%) C#
8 12 (6.12%) R
9 11 (5.61%) Bash Shell
9 11 (5.61%) C++
10 10 (5.10%) Scala
11 6 (3.06%) Jython
12 5 (2.55%) T-SQL
13 2 (1.02%) Perl
13 2 (1.02%) Ruby
14 1 (0.51%) Data Analysis Expressions (DAX)
14 1 (0.51%) Groovy
14 1 (0.51%) Pig Latin
14 1 (0.51%) PL/SQL
Qualifications
1 56 (28.57%) Degree
2 22 (11.22%) Security Cleared
3 20 (10.20%) CISSP
4 19 (9.69%) SC Cleared
5 18 (9.18%) GCIA
6 16 (8.16%) CEH
7 2 (1.02%) GCIH
7 2 (1.02%) ITIL Certification
7 2 (1.02%) PhD
8 1 (0.51%) CREST Certified
8 1 (0.51%) DV Cleared
8 1 (0.51%) GIAC
8 1 (0.51%) GREM
8 1 (0.51%) ISEB
8 1 (0.51%) ISTQB
Quality Assurance & Compliance
1 22 (11.22%) QA
2 6 (3.06%) Data Quality
3 4 (2.04%) SLA
4 3 (1.53%) ISO/IEC 27001
5 1 (0.51%) FedRAMP
System Software
1 19 (9.69%) Active Directory
2 6 (3.06%) HDFS
2 6 (3.06%) VMware Infrastructure
3 5 (2.55%) Apache ZooKeeper
4 3 (1.53%) Docker
4 3 (1.53%) KVM
4 3 (1.53%) VirtualBox
5 1 (0.51%) VMware ESX
Systems Management
1 5 (2.55%) Grafana
2 4 (2.04%) Hadoop YARN
2 4 (2.04%) Opscode Chef
2 4 (2.04%) Puppet
3 3 (1.53%) Ambari
3 3 (1.53%) Icinga
3 3 (1.53%) Kibana
3 3 (1.53%) vRealize
4 2 (1.02%) Ansible
4 2 (1.02%) Oozie
4 2 (1.02%) SELinux
5 1 (0.51%) EnCase
5 1 (0.51%) McAfee ePO
Vendors
1 40 (20.41%) Oracle
2 23 (11.73%) Microsoft
3 14 (7.14%) Tableau
4 13 (6.63%) Google
5 11 (5.61%) Apple
6 8 (4.08%) HP
6 8 (4.08%) Jaspersoft
7 7 (3.57%) VMware
8 6 (3.06%) Talend
9 5 (2.55%) SAP
9 5 (2.55%) Splunk
9 5 (2.55%) Teradata
10 4 (2.04%) Ab Initio
10 4 (2.04%) ArcSight
10 4 (2.04%) Cisco
10 4 (2.04%) Cognos
10 4 (2.04%) Red Hat
11 3 (1.53%) Huawei
11 3 (1.53%) MapR
11 3 (1.53%) ServiceNow
Bracknell, Berkshire
Asset Resourcing Ltd
Salary: £80000 per annum + car + full benefits
Posted: Yesterday
Bracknell, Berkshire
Asset Resourcing Ltd
Salary: £60000 - £65000 per annum + car + full benefits
Posted: Yesterday
Reading, Berkshire
Haybrook IT Resourcing Ltd
Salary: £25,000 per annum + Award-Winning Training + Benefits
Posted: Yesterday
Maidenhead, Berkshire
EXCELerate
Salary: Up to £50,000 per annum 10% Bonus, Healthcare + Pension
Posted: Yesterday
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 7 days ago
Bracknell, Berkshire
Asset Resourcing Ltd
Salary: £40000 - £50000 per annum + 25 days, h/care, contrib pension
Posted: 2 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 7 days ago
Reading, Berkshire
Claremont Consulting Ltd
Salary: From £40,000 to £55,000 per annum Benefits
Posted: 5 days ago
Reading, Berkshire
Claremont Consulting Ltd
Salary: From £50,000 to £60,000 per annum
Posted: 5 days ago
Thatcham, Berkshire
Raytheon Systems Ltd
Salary: Perm or contract - competitive salary + benefits OR day rate contract
Posted: 7 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 7 days ago
Maidenhead, Berkshire
Lexis Nexis Risk Solutions
Salary: From £25,000 to £35,000 per annum depending on experience
Posted: 9 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 12 days ago
Reading
Computer Futures
Salary: £45000 - £65000 per annum + Very Competitive Benefits
Posted: 16 days ago
Reading, Berkshire
Oscar
Salary: £40000 - £50000 per annum + Benefits
Posted: 4 days ago
Maidenhead, Berkshire
Reed Business Information Ltd
Salary: Up to £35,000 per annum plus generous package
Posted: 20 days ago
Bracknell, Berkshire
Hewlett Packard Enterprise
Posted: 21 days ago