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 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 111 138 161
Rank change year-on-year
+27 +23
Permanent jobs citing Big Data 108 87 57
As % of all permanent IT jobs located in Berkshire 2.43% 1.74% 1.03%
As % of the Database & Business Intelligence category 8.95% 6.25% 4.32%
Number of salaries quoted 93 59 57
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £37,500 £27,500 £27,000
10% offered a salary of more than £72,500 £77,500 £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
1207 1393 1320
As % of all permanent IT jobs located in Berkshire 27.20% 27.81% 23.90%
Number of salaries quoted 1065 1110 1101
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 £35,000 £32,500 £30,000
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 25 July 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 25 July 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 +17 49 £55,000 -8.33% 5
Maidenhead +19 30 £45,250 -21.30%
Newbury -3 5 £67,500 +145.45%
Slough +6 4 £53,750 +61.65% 2
Bracknell -4 4 £40,000 -28.88% 3
Wokingham - 2 £65,000 - 1
Windsor -4 1 £25,000 -64.28%
Big Data
South East

Big Data
Top 30 Related IT Skills in Berkshire

For the 6 months to 25 July 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 (32.38%) SQL
2 76 (31.15%) Linux
3 75 (30.74%) Analytics
4 74 (30.33%) Agile Software Development
5 73 (29.92%) Java
6 70 (28.69%) Hadoop
7 63 (25.82%) SQL Server
7 63 (25.82%) Windows
8 57 (23.36%) Elasticsearch
9 56 (22.95%) Security Cleared
10 50 (20.49%) Finance
11 48 (19.67%) SC Cleared
12 46 (18.85%) Degree
13 44 (18.03%) NoSQL
13 44 (18.03%) Presales
14 42 (17.21%) .NET
14 42 (17.21%) Python
15 40 (16.39%) Analytical Skills
16 39 (15.98%) JavaScript
17 38 (15.57%) SIEM
18 37 (15.16%) C#
19 36 (14.75%) Apache Cassandra
19 36 (14.75%) Cybersecurity
20 35 (14.34%) HTML
20 35 (14.34%) Windows Server
21 34 (13.93%) Amazon AWS
21 34 (13.93%) CentOS
22 33 (13.52%) Firewall
23 32 (13.11%) ZeroMQ
24 31 (12.70%) Open Source

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 (23.36%) Elasticsearch
2 25 (10.25%) Apache Spark
3 22 (9.02%) nginx
4 17 (6.97%) Apache
5 10 (4.10%) Apache Pig
5 10 (4.10%) OpenStack
6 2 (0.82%) JBoss
6 2 (0.82%) SAS
7 1 (0.41%) Confluence
7 1 (0.41%) Exchange Server 2007
7 1 (0.41%) Exchange Server 2013
7 1 (0.41%) MS Exchange
7 1 (0.41%) Oracle HTTP Server
7 1 (0.41%) SharePoint
7 1 (0.41%) Skype for Business
7 1 (0.41%) Tomcat
Applications
1 24 (9.84%) MS Excel
2 6 (2.46%) SPSS
3 5 (2.05%) MS Office
3 5 (2.05%) MS PowerPoint
Business Applications
1 9 (3.69%) SAP HR
1 9 (3.69%) SAP Payroll
2 1 (0.41%) SAP Oil and Gas
Cloud Services
1 34 (13.93%) Amazon AWS
2 10 (4.10%) IaaS
2 10 (4.10%) Microsoft Azure
2 10 (4.10%) PaaS
3 6 (2.46%) SaaS
4 1 (0.41%) OpenShift
Communications & Networking
1 33 (13.52%) Firewall
2 18 (7.38%) TCP/IP
3 12 (4.92%) Internet
4 10 (4.10%) HTTP
4 10 (4.10%) IPv4
5 7 (2.87%) LAN
5 7 (2.87%) WAN
6 6 (2.46%) Wireless
7 5 (2.05%) Network Security
8 4 (1.64%) SSL
9 2 (0.82%) 4G
9 2 (0.82%) 802.15
9 2 (0.82%) DNS
9 2 (0.82%) IPsec
10 1 (0.41%) DHCP
10 1 (0.41%) Intrusion Detection
10 1 (0.41%) LDAP
10 1 (0.41%) NAS
10 1 (0.41%) SAN
10 1 (0.41%) Wireshark
Database & Business Intelligence
1 70 (28.69%) Hadoop
2 63 (25.82%) SQL Server
3 44 (18.03%) NoSQL
4 36 (14.75%) Apache Cassandra
5 22 (9.02%) Relational Database
6 18 (7.38%) MongoDB
7 16 (6.56%) Redis
8 15 (6.15%) Amazon DynamoDB
8 15 (6.15%) Data Warehouse
9 14 (5.74%) Apache Hive
9 14 (5.74%) RDBMS
10 12 (4.92%) HBase
11 11 (4.51%) Data Mining
12 10 (4.10%) BusinessObjects
12 10 (4.10%) Riak
13 9 (3.69%) MySQL
14 6 (2.46%) DataStage
15 5 (2.05%) Oracle Database
15 5 (2.05%) PowerCenter
15 5 (2.05%) Sqoop
Development Applications
1 21 (8.61%) JIRA
2 20 (8.20%) Jenkins
3 18 (7.38%) Git (software)
4 17 (6.97%) Subversion
5 14 (5.74%) Bugzilla
5 14 (5.74%) Selenium
5 14 (5.74%) Trac
6 4 (1.64%) ERwin
7 3 (1.23%) Atlassian Bamboo
7 3 (1.23%) JMeter
8 1 (0.41%) Fiddler
8 1 (0.41%) HP UFT
8 1 (0.41%) Ranorex
8 1 (0.41%) Talend Open Studio
8 1 (0.41%) TestRail
8 1 (0.41%) Visual Studio
8 1 (0.41%) WebDriver
General
1 50 (20.49%) Finance
2 23 (9.43%) Telecoms
3 17 (6.97%) Banking
3 17 (6.97%) Games
4 15 (6.15%) Pharmaceutical
5 11 (4.51%) Marketing
6 9 (3.69%) Retail
7 8 (3.28%) Billing
8 4 (1.64%) Publishing
9 3 (1.23%) Advertising
10 2 (0.82%) Financial Institution
10 2 (0.82%) Legal
10 2 (0.82%) Manufacturing
11 1 (0.41%) Law
Job Titles
1 60 (24.59%) Developer
2 38 (15.57%) Analyst
3 28 (11.48%) Consultant
4 24 (9.84%) Architect
5 19 (7.79%) C# Developer
6 18 (7.38%) Security Engineer
6 18 (7.38%) Software Developer
7 16 (6.56%) Development Manager
8 15 (6.15%) Data Architect
9 14 (5.74%) Data Analyst
10 13 (5.33%) .NET Developer
10 13 (5.33%) Big Data Architect
10 13 (5.33%) Big Data Developer
10 13 (5.33%) C# Software Developer
11 12 (4.92%) Software Engineer
12 11 (4.51%) Support Engineer
13 10 (4.10%) Agile C# Developer
13 10 (4.10%) Data Engineer
13 10 (4.10%) Java Developer
13 10 (4.10%) Security Support Engineer
Libraries, Frameworks & Software Standards
1 42 (17.21%) .NET
2 35 (14.34%) HTML
3 32 (13.11%) ZeroMQ
4 29 (11.89%) Web Services
5 27 (11.07%) CSS
6 20 (8.20%) ASP.NET
6 20 (8.20%) JSON
6 20 (8.20%) XML
7 19 (7.79%) Kafka
7 19 (7.79%) WCF
8 18 (7.38%) jQuery
8 18 (7.38%) Regular Expression
9 11 (4.51%) REST
9 11 (4.51%) RESTful
10 10 (4.10%) .NET Framework
10 10 (4.10%) Highcharts JS
11 9 (3.69%) AngularJS
12 8 (3.28%) Twitter Bootstrap
12 8 (3.28%) WebSockets
13 6 (2.46%) LINQ
Miscellaneous
1 40 (16.39%) Analytical Skills
2 31 (12.70%) Smart Meter
3 30 (12.30%) Mobile App
4 21 (8.61%) Computer Science
4 21 (8.61%) Management Information System
5 20 (8.20%) Algorithms
6 18 (7.38%) Cyberthreat
7 12 (4.92%) Internet of Things
7 12 (4.92%) Visualisation
8 10 (4.10%) PKI
9 9 (3.69%) FMCG
9 9 (3.69%) Xbox
10 7 (2.87%) Statistics
11 5 (2.05%) Mathematics
12 4 (1.64%) Enterprise Software
12 4 (1.64%) Freedom of Information
12 4 (1.64%) Physics
12 4 (1.64%) Replication
13 3 (1.23%) Digital Media
13 3 (1.23%) Frameworx
Operating Systems
1 76 (31.15%) Linux
2 63 (25.82%) Windows
3 35 (14.34%) Windows Server
4 34 (13.93%) CentOS
5 19 (7.79%) Red Hat Enterprise Linux
6 16 (6.56%) Windows Server 2008
7 15 (6.15%) Windows Server 2012
8 13 (5.33%) Unix
9 5 (2.05%) Debian
10 3 (1.23%) Android
10 3 (1.23%) Apple iOS
10 3 (1.23%) Mac OS X
11 1 (0.41%) Ubuntu
Processes & Methodologies
1 75 (30.74%) Analytics
2 74 (30.33%) Agile Software Development
3 44 (18.03%) Presales
4 38 (15.57%) SIEM
5 36 (14.75%) Cybersecurity
6 31 (12.70%) Open Source
7 28 (11.48%) Business Intelligence
7 28 (11.48%) E-Commerce
8 26 (10.66%) Software Engineering
9 25 (10.25%) Machine Learning
10 21 (8.61%) ITIL
10 21 (8.61%) Project Management
11 19 (7.79%) Scrum
12 18 (7.38%) ETL
13 17 (6.97%) Data Architecture
13 17 (6.97%) SOA
14 16 (6.56%) Data Analysis
14 16 (6.56%) High Availability
15 15 (6.15%) Data Governance
15 15 (6.15%) User Stories
Programming Languages
1 79 (32.38%) SQL
2 73 (29.92%) Java
3 42 (17.21%) Python
4 39 (15.98%) JavaScript
5 37 (15.16%) C#
6 24 (9.84%) Bash Shell
7 15 (6.15%) PowerShell
8 11 (4.51%) C
8 11 (4.51%) Perl
8 11 (4.51%) Scala
9 7 (2.87%) R
10 5 (2.05%) Ruby
10 5 (2.05%) Shell Script
11 4 (1.64%) PHP
12 3 (1.23%) PL/SQL
13 2 (0.82%) Data Analysis Expressions (DAX)
13 2 (0.82%) T-SQL
14 1 (0.41%) Jython
14 1 (0.41%) VB
14 1 (0.41%) VB.NET
Qualifications
1 56 (22.95%) Security Cleared
2 48 (19.67%) SC Cleared
3 46 (18.85%) Degree
4 16 (6.56%) CITP
5 14 (5.74%) PhD
6 7 (2.87%) Microsoft Certification
7 6 (2.46%) CISSP
7 6 (2.46%) ISEB
8 5 (2.05%) CISA
8 5 (2.05%) MCITP
8 5 (2.05%) MCSE
9 4 (1.64%) MBA
10 2 (0.82%) CISM
10 2 (0.82%) DV Cleared
10 2 (0.82%) ISTQB Foundation Certification
10 2 (0.82%) Microsoft Certified Architect
11 1 (0.41%) GSEC
Quality Assurance & Compliance
1 10 (4.10%) Data Quality
2 8 (3.28%) ISO/IEC 20000
3 5 (2.05%) ISO 9001
3 5 (2.05%) PCI DSS
4 4 (1.64%) QA
4 4 (1.64%) TickIT
5 3 (1.23%) GPG13
5 3 (1.23%) ISO/IEC 27001
System Software
1 29 (11.89%) Active Directory
2 19 (7.79%) HDFS
3 16 (6.56%) Docker
4 11 (4.51%) VMware Infrastructure
5 10 (4.10%) Apache ZooKeeper
5 10 (4.10%) KVM
5 10 (4.10%) VirtualBox
6 1 (0.41%) Virtual Servers
Systems Management
1 17 (6.97%) Hadoop YARN
2 13 (5.33%) Kibana
3 10 (4.10%) Ambari
4 8 (3.28%) Ansible
4 8 (3.28%) EnCase
5 5 (2.05%) Graphite
5 5 (2.05%) Kubernetes
5 5 (2.05%) logstash
5 5 (2.05%) Puppet
5 5 (2.05%) Terraform
6 4 (1.64%) Nagios
6 4 (1.64%) ZABBIX
7 3 (1.23%) Opscode Chef
7 3 (1.23%) SCCM
8 2 (0.82%) QRadar
9 1 (0.41%) Symantec Enterprise Vault
Vendors
1 24 (9.84%) Oracle
2 20 (8.20%) Microsoft
3 18 (7.38%) SAP
4 17 (6.97%) Google
5 16 (6.56%) Cisco
6 14 (5.74%) Apple
6 14 (5.74%) Splunk
7 13 (5.33%) Red Hat
8 11 (4.51%) Telerik
8 11 (4.51%) VMware
9 6 (2.46%) Fortinet
9 6 (2.46%) Tableau
9 6 (2.46%) Trend Micro
10 5 (2.05%) Informatica
10 5 (2.05%) Juniper
11 4 (1.64%) HP
11 4 (1.64%) IBM
12 3 (1.23%) ESRI
13 2 (0.82%) Citrix
13 2 (0.82%) Intel
Slough, Berkshire
Connected IT
Salary: £25000 - £40000 per annum + Benefits (Salary Negotiable)
Posted: 11 hours ago
Reading, Berkshire
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 6 days ago
Reading, Berkshire
Evolution Recruitment Solutions
Salary: 45k-60k
Posted: 3 days ago
Reading, Berkshire
Evolution Recruitment Solutions
Salary: 30,000-45,000
Posted: 3 days ago
Reading, Berkshire
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 5 days ago
Reading, Berkshire
Coal IT Services
Salary: £33,000 per annum Plus bonus and excellent bens
Posted: 4 days ago
Wokingham, Berkshire
Evolution Recruitment Solutions
Salary: 40,000 - 60,000
Posted: 3 days ago
Slough
Computer Futures
Salary: £80000 - £90000 per annum + Double OTE
Posted: 21 days ago
Bracknell
Computer Futures
Salary: £70000 - £75000 per annum + Double OTE
Posted: 18 days ago
Bracknell
Computer Futures
Salary: £60000 - £65000 per annum + Double OTE
Posted: 14 days ago
Bracknell
Computer Futures
Salary: £40000 - £66000 per annum + Car Allowance, Pension
Posted: 7 days ago