The table below looks at the statistics for Big Data skills in IT jobs advertised for the Berkshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 114 97 174
Rank change year-on-year
-17 +77
Permanent jobs citing Big Data 81 175 58
As % of all permanent IT jobs located in Berkshire 1.98% 2.90% 1.00%
As % of the Database & Business Intelligence category 8.00% 10.19% 4.68%
Number of salaries quoted 71 157 52
Median salary £50,000 £57,500 £55,250
Median salary % change year-on-year
-13.04% +4.07%
90% offered a salary of more than £33,000 £40,000 £28,050
10% offered a salary of more than £70,000 £70,000 £84,500
UK excluding London median salary £54,000 £50,000 £47,500
% change year-on-year
+8.00% +5.26%
Big Data
South East

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 Berkshire region.

Database & Business Intelligence Category
Berkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1012 1717 1238
As % of all permanent IT jobs located in Berkshire 24.69% 28.45% 21.41%
Number of salaries quoted 862 1492 966
Median salary £48,500 £49,500 £45,000
Median salary % change year-on-year
-2.02% +10.00%
90% offered a salary of more than £30,500 £35,000 £32,500
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Big Data
Jobs Demand Trend in Berkshire

The demand trend of job ads across the Berkshire 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 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 across the Berkshire region.

Big Data Salary Trend in Berkshire

Big Data
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing Big Data across the Berkshire region over the 3 months to 7 December 2016.

Big Data Salary Histogram 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 7 December 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
Reading -35 37 £51,500 -10.43% 9
Bracknell +26 21 £45,000 -5.26% 1
Maidenhead +5 5 £37,500 -6.25% 4
Slough +29 4 £66,250 -33.75%
Wokingham +7 2 £64,000 -17.41%
Big Data
South East

Big Data
Top 30 Related IT Skills in Berkshire

For the 6 months to 7 December 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 Berkshire region with a requirement for Big Data.

1 83 (44.15%) Analytics
2 79 (42.02%) Java
3 59 (31.38%) Agile Software Development
4 55 (29.26%) Linux
5 54 (28.72%) SQL
5 54 (28.72%) Hadoop
6 53 (28.19%) NoSQL
7 42 (22.34%) Windows
8 39 (20.74%) JavaScript
8 39 (20.74%) Presales
9 33 (17.55%) Apache Cassandra
9 33 (17.55%) Security Cleared
10 32 (17.02%) Degree
11 31 (16.49%) .NET
11 31 (16.49%) Cybersecurity
11 31 (16.49%) Elasticsearch
12 30 (15.96%) SC Cleared
13 29 (15.43%) Internet of Things
14 28 (14.89%) CentOS
15 27 (14.36%) Open Source
16 26 (13.83%) Marketing
16 26 (13.83%) SQL Server
17 25 (13.30%) Computer Science
17 25 (13.30%) SIEM
18 24 (12.77%) Apache Spark
19 23 (12.23%) Windows Server
20 22 (11.70%) Active Directory
21 21 (11.17%) SOA
21 21 (11.17%) Finance
21 21 (11.17%) BDD

Big Data
Top Related 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 31 (16.49%) Elasticsearch
2 24 (12.77%) Apache Spark
3 18 (9.57%) nginx
4 9 (4.79%) Apache
5 6 (3.19%) Apache Pig
5 6 (3.19%) OpenStack
6 3 (1.60%) JBoss
7 2 (1.06%) Confluence
8 1 (0.53%) ArcGIS
8 1 (0.53%) GeoServer
8 1 (0.53%) MQSeries
8 1 (0.53%) SAS
Applications
1 3 (1.60%) MS Office
1 3 (1.60%) MS PowerPoint
2 2 (1.06%) MS Excel
Business Applications
1 4 (2.13%) Data Workbench
2 2 (1.06%) SAP ERP
Cloud Services
1 12 (6.38%) Cloud Computing
2 8 (4.26%) IaaS
2 8 (4.26%) Microsoft Azure
2 8 (4.26%) PaaS
3 7 (3.72%) Amazon AWS
3 7 (3.72%) SaaS
4 2 (1.06%) Office 365
Communications & Networking
1 17 (9.04%) Firewall
1 17 (9.04%) Internet
2 15 (7.98%) TCP/IP
3 12 (6.38%) 3G
3 12 (6.38%) 4G
3 12 (6.38%) 5G
3 12 (6.38%) NGN
3 12 (6.38%) Radio Access Network
3 12 (6.38%) VoIP
3 12 (6.38%) VoLTE
4 10 (5.32%) Value-Added Service
5 8 (4.26%) HTTP
6 6 (3.19%) IPv4
7 5 (2.66%) SAN
8 3 (1.60%) Network Security
8 3 (1.60%) WebEx
9 2 (1.06%) ICMP
9 2 (1.06%) SSH
10 1 (0.53%) DHCP
10 1 (0.53%) DNS
Database & Business Intelligence
1 54 (28.72%) Hadoop
2 53 (28.19%) NoSQL
3 33 (17.55%) Apache Cassandra
4 26 (13.83%) SQL Server
5 14 (7.45%) MongoDB
5 14 (7.45%) Relational Database
6 10 (5.32%) PostgreSQL
7 8 (4.26%) Apache Hive
7 8 (4.26%) Data Warehouse
7 8 (4.26%) Redis
8 6 (3.19%) Neo4j
8 6 (3.19%) Riak
9 4 (2.13%) HBase
9 4 (2.13%) Spotfire
10 3 (1.60%) Apache Accumulo
10 3 (1.60%) Pentaho
11 2 (1.06%) BusinessObjects
11 2 (1.06%) MySQL
12 1 (0.53%) DB2
12 1 (0.53%) OLAP
Development Applications
1 12 (6.38%) Selenium
2 9 (4.79%) Jenkins
2 9 (4.79%) JIRA
3 8 (4.26%) Git (software)
4 7 (3.72%) Bugzilla
4 7 (3.72%) Subversion
4 7 (3.72%) Trac
5 3 (1.60%) Atlassian Bamboo
5 3 (1.60%) JMeter
5 3 (1.60%) Talend Open Studio
6 2 (1.06%) HP UFT
6 2 (1.06%) Ranorex
7 1 (0.53%) WebDriver
General
1 26 (13.83%) Marketing
2 21 (11.17%) Finance
3 20 (10.64%) Telecoms
4 15 (7.98%) Games
5 14 (7.45%) Pharmaceutical
6 11 (5.85%) Banking
7 3 (1.60%) German Language
7 3 (1.60%) Manufacturing
8 2 (1.06%) Billing
8 2 (1.06%) Retail
9 1 (0.53%) Advertising
9 1 (0.53%) French Language
9 1 (0.53%) Military
Job Titles
1 47 (25.00%) Developer
2 31 (16.49%) Architect
3 24 (12.77%) Big Data Architect
3 24 (12.77%) Data Architect
4 20 (10.64%) Java Developer
5 17 (9.04%) Development Manager
5 17 (9.04%) Support Engineer
6 16 (8.51%) Security Engineer
7 14 (7.45%) Security Support Engineer
8 13 (6.91%) Sales Engineer
9 12 (6.38%) Analyst
10 10 (5.32%) Applications Support
10 10 (5.32%) Big Data Developer
10 10 (5.32%) Cybersecurity Engineer
10 10 (5.32%) Test Engineer
11 9 (4.79%) Open Source Developer
11 9 (4.79%) Software Engineer
12 8 (4.26%) Junior
12 8 (4.26%) Senior Developer
12 8 (4.26%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 31 (16.49%) .NET
2 19 (10.11%) AngularJS
2 19 (10.11%) ZeroMQ
3 18 (9.57%) RESTful
4 17 (9.04%) HTML
5 12 (6.38%) Web Services
6 11 (5.85%) CSS
6 11 (5.85%) jQuery
7 9 (4.79%) Kafka
7 9 (4.79%) MEAN Stack
7 9 (4.79%) Spring
8 8 (4.26%) NHibernate
8 8 (4.26%) Unity DI Container
9 7 (3.72%) JSON
9 7 (3.72%) Twitter Bootstrap
10 6 (3.19%) EJB
10 6 (3.19%) J2EE
10 6 (3.19%) REST
10 6 (3.19%) WebSockets
10 6 (3.19%) XML
Miscellaneous
1 29 (15.43%) Internet of Things
2 25 (13.30%) Computer Science
3 19 (10.11%) Analytical Skills
4 18 (9.57%) Cyberthreat
5 12 (6.38%) IPTV
6 6 (3.19%) PKI
6 6 (3.19%) Visualisation
7 5 (2.66%) Algorithms
7 5 (2.66%) Data Structures
7 5 (2.66%) Inversion of Control
8 4 (2.13%) Data Extraction
9 3 (1.60%) Enterprise Software
9 3 (1.60%) Mathematics
9 3 (1.60%) Social Media
9 3 (1.60%) Statistics
10 2 (1.06%) Cyber Attack
10 2 (1.06%) Fintech
10 2 (1.06%) Physics
10 2 (1.06%) Private Cloud
10 2 (1.06%) Wiki
Operating Systems
1 55 (29.26%) Linux
2 42 (22.34%) Windows
3 28 (14.89%) CentOS
4 23 (12.23%) Windows Server
5 18 (9.57%) Windows Server 2008
6 17 (9.04%) Unix
7 16 (8.51%) Windows Server 2012
8 8 (4.26%) Red Hat Enterprise Linux
9 5 (2.66%) Ubuntu
10 3 (1.60%) Android
10 3 (1.60%) Apple iOS
11 2 (1.06%) Debian
Processes & Methodologies
1 83 (44.15%) Analytics
2 59 (31.38%) Agile Software Development
3 39 (20.74%) Presales
4 31 (16.49%) Cybersecurity
5 27 (14.36%) Open Source
6 25 (13.30%) SIEM
7 21 (11.17%) BDD
7 21 (11.17%) SOA
8 20 (10.64%) TDD
9 19 (10.11%) B2B
10 18 (9.57%) Customer Engagement
11 17 (9.04%) B2C
11 17 (9.04%) Data Architecture
11 17 (9.04%) Data Engineering
11 17 (9.04%) Project Management
12 15 (7.98%) Continuous Integration
13 14 (7.45%) E-Commerce
13 14 (7.45%) Memory Management
13 14 (7.45%) Scrum
14 13 (6.91%) Mentoring
Programming Languages
1 79 (42.02%) Java
2 54 (28.72%) SQL
3 39 (20.74%) JavaScript
4 20 (10.64%) Python
5 13 (6.91%) PHP
5 13 (6.91%) Shell Script
6 12 (6.38%) Bash Shell
6 12 (6.38%) C++
7 11 (5.85%) C#
8 9 (4.79%) Scala
9 8 (4.26%) R
10 6 (3.19%) PowerShell
11 4 (2.13%) C
11 4 (2.13%) Perl
12 3 (1.60%) Jython
13 2 (1.06%) Objective-C
Qualifications
1 33 (17.55%) Security Cleared
2 32 (17.02%) Degree
3 30 (15.96%) SC Cleared
4 10 (5.32%) CISSP
5 9 (4.79%) GCIA
6 6 (3.19%) CEH
7 3 (1.60%) DV Cleared
7 3 (1.60%) GCIH
7 3 (1.60%) ISEB
8 2 (1.06%) A+ Certification
8 2 (1.06%) CREST Certified
8 2 (1.06%) GIAC
8 2 (1.06%) GREM
8 2 (1.06%) PhD
9 1 (0.53%) CISA
9 1 (0.53%) MCITP
9 1 (0.53%) MCSE
9 1 (0.53%) Microsoft Certification
9 1 (0.53%) PMI Certification
Quality Assurance & Compliance
1 3 (1.60%) QA
2 2 (1.06%) Data Quality
2 2 (1.06%) SLA
3 1 (0.53%) GPG13
3 1 (0.53%) ISO/IEC 27001
3 1 (0.53%) PCI DSS
System Software
1 22 (11.70%) Active Directory
2 11 (5.85%) Apache ZooKeeper
3 8 (4.26%) HDFS
4 6 (3.19%) Docker
4 6 (3.19%) KVM
4 6 (3.19%) VirtualBox
4 6 (3.19%) VMware Infrastructure
Systems Management
1 9 (4.79%) Hadoop YARN
2 6 (3.19%) Ambari
2 6 (3.19%) Kibana
3 2 (1.06%) Ansible
3 2 (1.06%) EnCase
3 2 (1.06%) Grafana
3 2 (1.06%) SELinux
Vendors
1 15 (7.98%) Apple
1 15 (7.98%) Google
1 15 (7.98%) Microsoft
2 7 (3.72%) Red Hat
3 6 (3.19%) Splunk
3 6 (3.19%) VMware
4 5 (2.66%) Cisco
5 4 (2.13%) Adobe
5 4 (2.13%) Cloudera
5 4 (2.13%) TIBCO
6 3 (1.60%) Talend
7 2 (1.06%) ArcSight
7 2 (1.06%) HP
7 2 (1.06%) Juniper
7 2 (1.06%) MapR
7 2 (1.06%) Oracle
7 2 (1.06%) Sage
7 2 (1.06%) Salesforce.com
7 2 (1.06%) SAP
7 2 (1.06%) Xamarin
Bracknell, Berkshire
Big Wednesday Digital Ltd
Salary: £35000 - £55000 per annum + Negotiable
Posted: Yesterday
Reading
Computer Futures
Salary: £40000 - £60000 per annum + Competitive Benefits
Posted: 5 days ago
Reading, Berkshire
Randstad Technologies
Salary: £30000 - £55000.00 per annum
Posted: 4 days ago
Reading, Berkshire
Coal IT Services
Salary: From £30,000 to £35,000 per annum Plus Full Bens and Bonus
Posted: 4 days ago
Reading, Berkshire
CGI
Salary: £50000 - £60000 per annum + benefits
Posted: 5 days ago
Maidenhead, Berkshire
Hitachi Consulting UK
Salary: From £50,000 to £90,000 per annum inc Bonus + Benefits
Posted: 11 days ago
Reading, Berkshire
CGI
Salary: £40000 - £50000 per annum
Posted: 16 days ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £35000 - £45000 per annum + BIG BENS, Bonus, Stock, CISSP
Posted: 5 days ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £35000 - £40000 per annum + BIG BENS, Bonus, Stock, CISSP
Posted: 5 days ago
Reading, Berkshire
CGI
Salary: £35000 - £50000 per annum
Posted: 13 days ago
Reading, Berkshire
CGI
Salary: £36000 - £75000 per annum + benefits
Posted: 20 days ago