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 28 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 110 132 178
Rank change year-on-year
+22 +46
Permanent jobs citing Big Data 110 90 60
As % of all permanent IT jobs located in Berkshire 2.47% 1.77% 1.02%
As % of the Database & Business Intelligence category 9.46% 6.45% 4.42%
Number of salaries quoted 87 66 56
Median salary £57,500 £60,000 £60,000
Median salary % change year-on-year
-4.16% -
90% offered a salary of more than £37,500 £30,000 £42,500
10% offered a salary of more than £85,000 £70,000 £105,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
1163 1396 1356
As % of all permanent IT jobs located in Berkshire 26.12% 27.45% 23.01%
Number of salaries quoted 1009 1110 1099
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £34,000 £35,000 £30,000
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 28 August 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 28 August 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 +24 54 £53,000 -11.66% 7
Maidenhead +12 24 £37,500 -34.78% 1
Slough +16 9 £95,000 +171.42% 2
Newbury -6 7 £67,500 +12.50%
Bracknell -11 4 £46,250 -11.90% 2
Wokingham - 3 £55,000 -
Big Data
South East

Big Data
Top 30 Related IT Skills in Berkshire

For the 6 months to 28 August 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 79 (37.26%) Agile Software Development
2 78 (36.79%) Analytics
3 73 (34.43%) Java
4 72 (33.96%) Hadoop
5 71 (33.49%) Linux
6 64 (30.19%) SQL
7 58 (27.36%) SQL Server
8 57 (26.89%) Elasticsearch
9 54 (25.47%) Security Cleared
10 49 (23.11%) Windows
11 48 (22.64%) SC Cleared
12 46 (21.70%) Presales
13 42 (19.81%) NoSQL
13 42 (19.81%) Python
14 39 (18.40%) Apache Cassandra
15 38 (17.92%) Cybersecurity
16 37 (17.45%) SIEM
17 35 (16.51%) Degree
18 34 (16.04%) CentOS
18 34 (16.04%) Firewall
18 34 (16.04%) Windows Server
19 33 (15.57%) Finance
20 32 (15.09%) JavaScript
20 32 (15.09%) ZeroMQ
21 31 (14.62%) .NET
22 29 (13.68%) Active Directory
22 29 (13.68%) Open Source
23 27 (12.74%) Machine Learning
23 27 (12.74%) HTML
24 26 (12.26%) C#

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 57 (26.89%) Elasticsearch
2 26 (12.26%) Apache Spark
3 23 (10.85%) nginx
4 15 (7.08%) Apache
5 11 (5.19%) OpenStack
6 10 (4.72%) Apache Pig
7 4 (1.89%) JBoss
8 2 (0.94%) Confluence
9 1 (0.47%) Oracle HTTP Server
9 1 (0.47%) Tomcat
Applications
1 14 (6.60%) MS Excel
2 3 (1.42%) MS Office
2 3 (1.42%) MS PowerPoint
Business Applications
1 1 (0.47%) SAP HR
1 1 (0.47%) SAP Payroll
Cloud Services
1 23 (10.85%) Amazon AWS
2 11 (5.19%) IaaS
2 11 (5.19%) Microsoft Azure
2 11 (5.19%) PaaS
3 7 (3.30%) SaaS
4 6 (2.83%) Cloud Computing
5 1 (0.47%) OpenShift
Communications & Networking
1 34 (16.04%) Firewall
2 18 (8.49%) TCP/IP
3 17 (8.02%) Internet
4 11 (5.19%) HTTP
4 11 (5.19%) IPv4
5 7 (3.30%) 4G
5 7 (3.30%) LAN
5 7 (3.30%) WAN
6 6 (2.83%) 3G
6 6 (2.83%) 5G
6 6 (2.83%) Network Security
6 6 (2.83%) NGN
6 6 (2.83%) Radio Access Network
6 6 (2.83%) VoIP
6 6 (2.83%) VoLTE
7 4 (1.89%) Value-Added Service
8 3 (1.42%) Wireless
9 2 (0.94%) DNS
9 2 (0.94%) SSL
10 1 (0.47%) DHCP
Database & Business Intelligence
1 72 (33.96%) Hadoop
2 58 (27.36%) SQL Server
3 42 (19.81%) NoSQL
4 39 (18.40%) Apache Cassandra
5 18 (8.49%) MongoDB
6 15 (7.08%) Redis
6 15 (7.08%) Relational Database
7 14 (6.60%) Apache Hive
8 13 (6.13%) Data Warehouse
9 11 (5.19%) HBase
10 10 (4.72%) Riak
11 8 (3.77%) MySQL
12 7 (3.30%) RDBMS
13 6 (2.83%) PostgreSQL
14 5 (2.36%) Amazon DynamoDB
14 5 (2.36%) Data Mining
14 5 (2.36%) Oracle Database
14 5 (2.36%) Oracle Database 11g
14 5 (2.36%) PowerCenter
14 5 (2.36%) Sqoop
Development Applications
1 20 (9.43%) JIRA
2 18 (8.49%) Jenkins
3 15 (7.08%) Git (software)
3 15 (7.08%) Selenium
3 15 (7.08%) Subversion
4 13 (6.13%) Bugzilla
4 13 (6.13%) Trac
5 3 (1.42%) Atlassian Bamboo
5 3 (1.42%) JMeter
5 3 (1.42%) Talend Open Studio
6 2 (0.94%) HP UFT
6 2 (0.94%) Ranorex
7 1 (0.47%) Fiddler
7 1 (0.47%) Visual Studio
7 1 (0.47%) WebDriver
General
1 33 (15.57%) Finance
2 21 (9.91%) Telecoms
3 17 (8.02%) Games
4 16 (7.55%) Marketing
5 14 (6.60%) Banking
6 13 (6.13%) Pharmaceutical
7 4 (1.89%) Billing
8 3 (1.42%) Manufacturing
8 3 (1.42%) Retail
9 2 (0.94%) Advertising
9 2 (0.94%) Financial Institution
9 2 (0.94%) Legal
Job Titles
1 55 (25.94%) Developer
2 24 (11.32%) Architect
3 23 (10.85%) Consultant
4 20 (9.43%) Big Data Architect
4 20 (9.43%) Data Architect
5 19 (8.96%) Development Manager
6 18 (8.49%) Analyst
7 17 (8.02%) Security Engineer
8 16 (7.55%) C# Developer
9 15 (7.08%) Big Data Developer
10 13 (6.13%) Software Developer
11 12 (5.66%) Software Engineer
12 11 (5.19%) Java Developer
12 11 (5.19%) Support Engineer
13 10 (4.72%) Agile C# Developer
13 10 (4.72%) Agile Developer
13 10 (4.72%) Big Data Engineer
13 10 (4.72%) C# Software Developer
13 10 (4.72%) Data Engineer
13 10 (4.72%) Security Support Engineer
Libraries, Frameworks & Software Standards
1 32 (15.09%) ZeroMQ
2 31 (14.62%) .NET
3 27 (12.74%) HTML
4 21 (9.91%) JSON
4 21 (9.91%) XML
5 18 (8.49%) CSS
5 18 (8.49%) Kafka
5 18 (8.49%) Regular Expression
6 17 (8.02%) Web Services
7 15 (7.08%) AngularJS
8 12 (5.66%) REST
8 12 (5.66%) RESTful
9 11 (5.19%) jQuery
10 10 (4.72%) .NET Framework
10 10 (4.72%) ASP.NET
10 10 (4.72%) Twitter Bootstrap
11 9 (4.25%) WCF
11 9 (4.25%) WebSockets
12 8 (3.77%) ELK Stack
12 8 (3.77%) Spring
Miscellaneous
1 25 (11.79%) Computer Science
2 24 (11.32%) Analytical Skills
3 23 (10.85%) Internet of Things
4 20 (9.43%) Cyberthreat
5 19 (8.96%) Algorithms
6 13 (6.13%) Visualisation
7 10 (4.72%) PKI
8 6 (2.83%) IPTV
8 6 (2.83%) Smart Meter
8 6 (2.83%) Statistics
9 5 (2.36%) FMCG
9 5 (2.36%) Mathematics
9 5 (2.36%) Mobile App
9 5 (2.36%) Xbox
10 4 (1.89%) Physics
11 3 (1.42%) Digital Media
11 3 (1.42%) Frameworx
11 3 (1.42%) Management Information System
12 2 (0.94%) Enterprise Software
12 2 (0.94%) Neural Network
Operating Systems
1 71 (33.49%) Linux
2 49 (23.11%) Windows
3 34 (16.04%) CentOS
3 34 (16.04%) Windows Server
4 17 (8.02%) Red Hat Enterprise Linux
5 15 (7.08%) Windows Server 2008
5 15 (7.08%) Windows Server 2012
6 12 (5.66%) Unix
7 5 (2.36%) Debian
8 4 (1.89%) Android
8 4 (1.89%) Apple iOS
9 3 (1.42%) Ubuntu
10 2 (0.94%) Mac OS X
Processes & Methodologies
1 79 (37.26%) Agile Software Development
2 78 (36.79%) Analytics
3 46 (21.70%) Presales
4 38 (17.92%) Cybersecurity
5 37 (17.45%) SIEM
6 29 (13.68%) Open Source
7 27 (12.74%) Machine Learning
8 26 (12.26%) Software Engineering
9 24 (11.32%) E-Commerce
10 21 (9.91%) Project Management
11 19 (8.96%) Scrum
12 18 (8.49%) SOA
13 16 (7.55%) B2B
13 16 (7.55%) High Availability
14 15 (7.08%) B2C
14 15 (7.08%) Data Architecture
14 15 (7.08%) Data Engineering
15 14 (6.60%) Automated Testing
15 14 (6.60%) Data Analytics
15 14 (6.60%) Test Automation
Programming Languages
1 73 (34.43%) Java
2 64 (30.19%) SQL
3 42 (19.81%) Python
4 32 (15.09%) JavaScript
5 26 (12.26%) C#
6 23 (10.85%) Bash Shell
7 15 (7.08%) PowerShell
8 11 (5.19%) Perl
8 11 (5.19%) Scala
9 9 (4.25%) C
10 6 (2.83%) R
11 5 (2.36%) Shell Script
12 4 (1.89%) C++
13 3 (1.42%) Jython
13 3 (1.42%) Ruby
14 2 (0.94%) Data Analysis Expressions (DAX)
14 2 (0.94%) Objective-C
14 2 (0.94%) PHP
14 2 (0.94%) PL/SQL
14 2 (0.94%) T-SQL
Qualifications
1 54 (25.47%) Security Cleared
2 48 (22.64%) SC Cleared
3 35 (16.51%) Degree
4 14 (6.60%) PhD
5 7 (3.30%) CISSP
6 5 (2.36%) CISA
6 5 (2.36%) MCITP
6 5 (2.36%) MCSE
6 5 (2.36%) Microsoft Certification
7 4 (1.89%) CITP
7 4 (1.89%) ISEB
8 2 (0.94%) CISM
8 2 (0.94%) DV Cleared
8 2 (0.94%) MBA
9 1 (0.47%) CREST Certified
9 1 (0.47%) GCIA
9 1 (0.47%) GCIH
9 1 (0.47%) GIAC
9 1 (0.47%) GREM
9 1 (0.47%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 5 (2.36%) PCI DSS
2 4 (1.89%) ISO/IEC 20000
3 3 (1.42%) GPG13
3 3 (1.42%) ISO/IEC 27001
3 3 (1.42%) QA
4 2 (0.94%) Data Quality
System Software
1 29 (13.68%) Active Directory
2 17 (8.02%) Docker
2 17 (8.02%) HDFS
3 12 (5.66%) Apache ZooKeeper
3 12 (5.66%) VMware Infrastructure
4 11 (5.19%) KVM
4 11 (5.19%) VirtualBox
5 1 (0.47%) Virtual Servers
Systems Management
1 18 (8.49%) Hadoop YARN
2 14 (6.60%) Kibana
3 10 (4.72%) Ambari
4 6 (2.83%) Ansible
4 6 (2.83%) EnCase
5 5 (2.36%) Graphite
5 5 (2.36%) Kubernetes
5 5 (2.36%) logstash
5 5 (2.36%) Puppet
5 5 (2.36%) Terraform
6 3 (1.42%) SCCM
7 2 (0.94%) Nagios
7 2 (0.94%) QRadar
7 2 (0.94%) ZABBIX
8 1 (0.47%) Opscode Chef
Vendors
1 16 (7.55%) Google
2 15 (7.08%) Oracle
3 14 (6.60%) Cisco
4 13 (6.13%) Apple
5 12 (5.66%) Red Hat
5 12 (5.66%) VMware
6 10 (4.72%) Microsoft
6 10 (4.72%) Splunk
7 5 (2.36%) Informatica
7 5 (2.36%) Juniper
8 4 (1.89%) Fortinet
8 4 (1.89%) HP
8 4 (1.89%) Trend Micro
9 3 (1.42%) ArcSight
9 3 (1.42%) Cloudera
9 3 (1.42%) SAP
9 3 (1.42%) Talend
10 2 (0.94%) Citrix
10 2 (0.94%) IBM
10 2 (0.94%) Intel
Reading, Berkshire
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
Bracknell
Computer Futures
Salary: £65000 - £75000 per annum + Double OTE
Posted: 4 days ago
Reading, Berkshire
ANSON MCCADE
Salary: £85,000 - £95,000 (+ top tier package and benefits!!!)
Posted: 4 days ago
Reading, Berkshire
Coal IT Services
Salary: £33,000 per annum + Excellent Bens and Bonus
Posted: 5 days ago
Reading
Computer Futures
Salary: £120000 - £130000 per annum + Double OTE
Posted: 6 days ago
Berkshire
Resource Group
Salary: £80-110K + 20% Bonus & Car Allowance
Posted: 5 days ago
Maidenhead, Berkshire
Hitachi Consulting UK
Salary: From £50,000 to £90,000 per annum inc Bonus + Benefits
Posted: 7 days ago
Reading
Capita Defence & Security Resourcing
Posted: 17 days ago
Reading
Capita Defence & Security Resourcing
Posted: 17 days ago
Slough, Berkshire
EXCELerate
Salary: £37,000 per annum plus £15-19,000 OTE UNCAPPED PLUS BENEFITS
Posted: 6 days ago
Slough
aap3
Salary: £80000.00 - £150000.00 per annum + Attractive
Posted: 9 days ago
Reading
Computer Futures
Salary: £40000 - £66000 per annum + Car Allowance, Pension
Posted: 7 days ago