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 27 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
South East / Berkshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 103 107 145
Rank change year-on-year +4 +38  
Permanent jobs citing Big Data 81 106 79
As % of all permanent IT jobs advertised in Berkshire 2.44% 2.34% 1.56%
As % of the Database & Business Intelligence category 9.11% 8.88% 5.79%
Number of salaries quoted 53 95 47
Median salary £55,000 £56,250 £60,000
Median salary % change year-on-year -2.22% -6.25%  
90% offered a salary of more than £36,000 £37,500 £27,500
10% offered a salary of more than £79,500 £72,500 £77,500
UK excluding London median salary £54,000 £55,000 £50,000
% change year-on-year -1.81% +10.00%  

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 889 1194 1364
As % of all permanent IT job vacancies advertised in Berkshire 26.83% 26.36% 26.98%
Number of salaries quoted 735 1072 1097
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 £32,500 £34,000 £32,500
10% offered a salary of more than £70,000 £67,500 £67,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 27 June 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 27 June 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 +9 32 £61,250 +47.59% 3
Slough +11 12 £50,000 -13.04% 1
Maidenhead 0 12 £77,500 +47.61%
Bracknell +26 6 £65,000 +36.84%
Newbury -6 3 £32,500 -51.85% 4
Big Data
South East

For the 6 months to 27 June 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 75 (39.89%) Hadoop
2 69 (36.70%) Java
3 67 (35.64%) Agile Software Development
4 61 (32.45%) Degree
5 57 (30.32%) Oracle
6 53 (28.19%) Software Engineering
7 52 (27.66%) Analytics
7 52 (27.66%) Mentoring
8 49 (26.06%) SQL
9 43 (22.87%) Machine Learning
9 43 (22.87%) NoSQL
10 40 (21.28%) Finance
11 39 (20.74%) Master's Degree
12 38 (20.21%) Analytical Skills
13 34 (18.09%) Linux
14 33 (17.55%) Python
15 30 (15.96%) Scrum
16 29 (15.43%) QA
16 29 (15.43%) Business Intelligence
17 28 (14.89%) Web Services
18 26 (13.83%) Regression Testing
18 26 (13.83%) REST
19 25 (13.30%) Tableau
20 24 (12.77%) Open Source
20 24 (12.77%) Software Architecture
20 24 (12.77%) Virtual Team
20 24 (12.77%) Microsoft
21 23 (12.23%) Data Mining
21 23 (12.23%) Apache Hive
22 22 (11.70%) Social Media

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 16 (8.51%) Apache Spark
2 14 (7.45%) Elasticsearch
3 6 (3.19%) Confluence
4 4 (2.13%) Apache Solr
5 3 (1.60%) IIS
6 2 (1.06%) Apache
6 2 (1.06%) CMS
6 2 (1.06%) SharePoint
7 1 (0.53%) Apache Pig
7 1 (0.53%) JBoss
7 1 (0.53%) nginx
7 1 (0.53%) SAS
7 1 (0.53%) Tomcat
7 1 (0.53%) WebLogic
7 1 (0.53%) WebSphere
Applications
1 14 (7.45%) Spreadsheet
2 3 (1.60%) Microsoft Excel
3 1 (0.53%) Microsoft Office
3 1 (0.53%) SPSS
Business Applications
1 2 (1.06%) Fredhopper
2 1 (0.53%) SAP ERP
2 1 (0.53%) SAP Oil and Gas
Cloud Services
1 10 (5.32%) Amazon AWS
2 8 (4.26%) Microsoft Azure
2 8 (4.26%) SaaS
3 3 (1.60%) Cloud Computing
3 3 (1.60%) GitHub
4 2 (1.06%) Cortana Intelligence Suite
5 1 (0.53%) Google Cloud Platform
5 1 (0.53%) IaaS
5 1 (0.53%) Office 365
5 1 (0.53%) PaaS
Communications & Networking
1 7 (3.72%) Firewall
1 7 (3.72%) Network Security
2 4 (2.13%) Cisco ASA
2 4 (2.13%) Cisco PIX
2 4 (2.13%) MPLS
3 3 (1.60%) Internet
3 3 (1.60%) Kerberos
4 2 (1.06%) MVNO
5 1 (0.53%) DHCP
5 1 (0.53%) DNS
5 1 (0.53%) HTTP
5 1 (0.53%) TCP/IP
5 1 (0.53%) WebEx
Database & Business Intelligence
1 75 (39.89%) Hadoop
2 43 (22.87%) NoSQL
3 23 (12.23%) Apache Hive
3 23 (12.23%) Data Mining
4 19 (10.11%) Relational Database
5 16 (8.51%) Power BI
6 15 (7.98%) HBase
7 14 (7.45%) BusinessObjects
7 14 (7.45%) DB2
7 14 (7.45%) Oracle Reports
7 14 (7.45%) Qlik Sense
7 14 (7.45%) QlikView
8 9 (4.79%) SQL Server
9 8 (4.26%) MongoDB
9 8 (4.26%) PostgreSQL
10 7 (3.72%) Neo4j
10 7 (3.72%) Pentaho
11 6 (3.19%) KNIME
11 6 (3.19%) Spotfire
12 5 (2.66%) MySQL
Development Applications
1 16 (8.51%) JIRA
2 8 (4.26%) JUnit
3 7 (3.72%) Git (software)
3 7 (3.72%) Selenium
3 7 (3.72%) Talend Open Studio
4 6 (3.19%) Jenkins
5 5 (2.66%) Grunt
5 5 (2.66%) gulp
6 3 (1.60%) Bugzilla
7 2 (1.06%) Maven
8 1 (0.53%) Atlassian Bamboo
8 1 (0.53%) FishEye
8 1 (0.53%) JMeter
8 1 (0.53%) Karma Test Runner
8 1 (0.53%) Mocha
8 1 (0.53%) Sonatype Nexus
8 1 (0.53%) Visual Studio
8 1 (0.53%) Yeoman
General
1 40 (21.28%) Finance
2 19 (10.11%) Telecoms
3 16 (8.51%) Marketing
4 14 (7.45%) Retail
5 6 (3.19%) Pharmaceutical
6 4 (2.13%) Games
7 3 (1.60%) Military
8 2 (1.06%) Manufacturing
9 1 (0.53%) Advertising
9 1 (0.53%) Banking
9 1 (0.53%) Electronics
9 1 (0.53%) German Language
9 1 (0.53%) Local Government
Job Titles
1 44 (23.40%) Developer
2 14 (7.45%) QlikView Developer
3 13 (6.91%) Big Data Engineer
3 13 (6.91%) Data Scientist
4 11 (5.85%) Big Data Developer
4 11 (5.85%) Data Engineer
5 10 (5.32%) Consultant
5 10 (5.32%) Java Engineer
5 10 (5.32%) Software Developer
6 9 (4.79%) Support Engineer
6 9 (4.79%) UI Engineer
7 8 (4.26%) Junior
7 8 (4.26%) Security Engineer
7 8 (4.26%) Test Engineer
8 7 (3.72%) Architect
9 6 (3.19%) Development Director
9 6 (3.19%) Development Manager
9 6 (3.19%) DevOps Engineer
9 6 (3.19%) Graduate
9 6 (3.19%) Technical Manager
Libraries, Frameworks & Software Standards
1 28 (14.89%) Web Services
2 26 (13.83%) REST
3 16 (8.51%) AngularJS
3 16 (8.51%) XML
4 13 (6.91%) HTML
5 12 (6.38%) Node.js
6 10 (5.32%) HTML5
6 10 (5.32%) jQuery
7 9 (4.79%) D3.js
7 9 (4.79%) KnockoutJS
7 9 (4.79%) RequireJS
8 8 (4.26%) Hibernate
8 8 (4.26%) scikit-learn
8 8 (4.26%) Spring
9 7 (3.72%) .NET
9 7 (3.72%) ActiveMQ
9 7 (3.72%) Apache Camel
9 7 (3.72%) Drools
9 7 (3.72%) jBPM
9 7 (3.72%) Natural Language Processing
Miscellaneous
1 38 (20.21%) Analytical Skills
2 24 (12.77%) Virtual Team
3 22 (11.70%) Social Media
4 20 (10.64%) Algorithms
5 13 (6.91%) Computer Science
5 13 (6.91%) Greenfield Project
6 7 (3.72%) Data Centre
6 7 (3.72%) User Experience
7 6 (3.19%) Life Science
8 4 (2.13%) Cyberthreat
9 3 (1.60%) Enterprise Software
10 2 (1.06%) Internet of Things
10 2 (1.06%) Linux Command Line
10 2 (1.06%) Management Information System
10 2 (1.06%) Private Cloud
11 1 (0.53%) Clustering
11 1 (0.53%) Cyber Defence
11 1 (0.53%) RIA
11 1 (0.53%) Smart Meter
Operating Systems
1 34 (18.09%) Linux
2 18 (9.57%) CentOS
2 18 (9.57%) Windows
3 8 (4.26%) Windows Server
4 7 (3.72%) Ubuntu
5 4 (2.13%) Windows Server 2008
6 3 (1.60%) Red Hat Enterprise Linux
6 3 (1.60%) Windows Server 2012
7 2 (1.06%) Solaris
7 2 (1.06%) Unix
8 1 (0.53%) AIX
8 1 (0.53%) HPUX
8 1 (0.53%) Windows Server 2003
Processes & Methodologies
1 67 (35.64%) Agile Software Development
2 53 (28.19%) Software Engineering
3 52 (27.66%) Analytics
3 52 (27.66%) Mentoring
4 43 (22.87%) Machine Learning
5 30 (15.96%) Scrum
6 29 (15.43%) Business Intelligence
7 26 (13.83%) Regression Testing
8 24 (12.77%) Open Source
8 24 (12.77%) Software Architecture
9 20 (10.64%) Data Modelling
10 18 (9.57%) Service Delivery
11 16 (8.51%) Actionable Insight
11 16 (8.51%) Project Management
12 15 (7.98%) Data Analytics
13 14 (7.45%) Front End Development
13 14 (7.45%) Statistics
13 14 (7.45%) Visualisation
14 13 (6.91%) Data Visualisation
14 13 (6.91%) Logistics
Programming Languages
1 69 (36.70%) Java
2 49 (26.06%) SQL
3 33 (17.55%) Python
4 21 (11.17%) JavaScript
5 10 (5.32%) C
5 10 (5.32%) R
6 7 (3.72%) C#
6 7 (3.72%) Jython
6 7 (3.72%) Scala
7 6 (3.19%) Bash Shell
7 6 (3.19%) C++
7 6 (3.19%) T-SQL
8 5 (2.66%) Shell Script
9 2 (1.06%) Perl
9 2 (1.06%) PHP
10 1 (0.53%) Go
10 1 (0.53%) Groovy
10 1 (0.53%) MATLAB
10 1 (0.53%) Ruby
Qualifications
1 61 (32.45%) Degree
2 39 (20.74%) Master's Degree
3 20 (10.64%) Security Cleared
4 19 (10.11%) SC Cleared
5 10 (5.32%) Computer Science Degree
6 9 (4.79%) CISSP
7 7 (3.72%) CEH
7 7 (3.72%) GCIA
8 5 (2.66%) PMI Certification
8 5 (2.66%) PMP
9 4 (2.13%) CCNP
9 4 (2.13%) Cisco Certification
10 3 (1.60%) ITIL Certification
11 2 (1.06%) PhD
12 1 (0.53%) ISEB
Quality Assurance & Compliance
1 29 (15.43%) QA
2 5 (2.66%) Data Quality
3 3 (1.60%) ISO/IEC 27001
4 2 (1.06%) SLA
5 1 (0.53%) FedRAMP
System Software
1 9 (4.79%) Active Directory
2 4 (2.13%) Docker
3 3 (1.60%) KVM
4 2 (1.06%) VMware Infrastructure
5 1 (0.53%) HDFS
5 1 (0.53%) VMware ESXi
Systems Management
1 3 (1.60%) Grafana
1 3 (1.60%) Opscode Chef
1 3 (1.60%) Puppet
2 2 (1.06%) Icinga
2 2 (1.06%) vRealize
3 1 (0.53%) Ansible
3 1 (0.53%) Hadoop YARN
3 1 (0.53%) McAfee ePO
3 1 (0.53%) rkt
Vendors
1 57 (30.32%) Oracle
2 25 (13.30%) Tableau
3 24 (12.77%) Microsoft
4 14 (7.45%) Cognos
5 8 (4.26%) Jaspersoft
6 7 (3.72%) HP
6 7 (3.72%) Talend
7 6 (3.19%) Cisco
8 5 (2.66%) Google
9 4 (2.13%) Apple
9 4 (2.13%) F5
9 4 (2.13%) Palo Alto
9 4 (2.13%) Teradata
10 3 (1.60%) ArcSight
10 3 (1.60%) Huawei
10 3 (1.60%) Red Hat
10 3 (1.60%) SAP
10 3 (1.60%) Splunk
10 3 (1.60%) VMware
11 2 (1.06%) Ab Initio
Slough, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum + benefiits + training+ progression
Posted: 1 hour ago
Newbury, Berkshire
Fenwick Ryan
Salary: £75000 - £80000 per annum + Excellent bens + Influence in Co.
Posted: 18 hours ago
Reading, Berkshire
Energon People
Salary: £60000.00 - £70000 per annum + benefits
Posted: 1 hour ago
Newbury, Berkshire
Austin Fraser
Salary: £80000 - £85000 per annum + Benefits
Posted: 5 days ago
Reading
Computer Futures
Salary: £45000 - £60000 per annum + competitive
Posted: 6 days ago
Newbury
Searchability
Salary: £20000 - £25000 per annum
Posted: 5 days ago
Newbury
People Source Consulting
Salary: £30000 - £35000 per annum + Benefits
Posted: 8 days ago
Reading
Montash Limited
Salary: £50000 - £55000 per annum + car allowance and benefits
Posted: 11 days ago
Thatcham, Berkshire
Raytheon Systems Ltd
Posted: 26 days ago