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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Big Data
Rank 116 145 175
Rank change year-on-year
+29 +30
Permanent jobs citing Big Data 95 81 47
As % of all permanent IT jobs located in Berkshire 2.12% 1.58% 0.85%
As % of the Database & Business Intelligence category 8.02% 5.76% 3.67%
Number of salaries quoted 85 48 47
Median salary £57,500 £60,000 £62,500
Median salary % change year-on-year
-4.16% -4.00%
90% offered a salary of more than £37,500 £27,500 £27,000
10% offered a salary of more than £71,250 £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
1185 1407 1282
As % of all permanent IT jobs located in Berkshire 26.39% 27.50% 23.14%
Number of salaries quoted 1063 1120 1100
Median salary £47,000 £50,000 £45,000
Median salary % change year-on-year
-6.00% +11.11%
90% offered a salary of more than £35,000 £32,500 £30,000
10% offered a salary of more than £67,500 £63,500 £67,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 29 June 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 29 June 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 +25 38 £42,500 -29.16% 5
Maidenhead +22 27 £52,500 -8.69% 1
Slough +8 7 £56,250 -6.25%
Newbury +6 5 £67,500 +68.75% 1
Bracknell -2 4 £40,000 -33.33% 1
Wokingham - 2 £65,000 - 1
Windsor - 1 £25,000 -
Big Data
South East

Big Data
Top 30 Related IT Skills in Berkshire

For the 6 months to 29 June 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 99 (34.74%) SQL
2 80 (28.07%) Analytics
3 79 (27.72%) Agile Software Development
4 77 (27.02%) Java
5 72 (25.26%) Degree
6 70 (24.56%) SQL Server
6 70 (24.56%) Linux
7 65 (22.81%) Hadoop
8 64 (22.46%) Smart Meter
9 61 (21.40%) Finance
10 59 (20.70%) Windows
10 59 (20.70%) Mobile App
11 58 (20.35%) NoSQL
12 57 (20.00%) Python
13 55 (19.30%) Security Cleared
14 52 (18.25%) Elasticsearch
15 51 (17.89%) .NET
16 49 (17.19%) Business Intelligence
16 49 (17.19%) Analytical Skills
17 43 (15.09%) Presales
17 43 (15.09%) SC Cleared
18 41 (14.39%) C#
18 41 (14.39%) JavaScript
19 40 (14.04%) Management Information System
20 39 (13.68%) Oracle
21 38 (13.33%) SIEM
22 37 (12.98%) Cybersecurity
23 36 (12.63%) ITIL
23 36 (12.63%) HTML
24 35 (12.28%) ETL

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 52 (18.25%) Elasticsearch
2 20 (7.02%) Apache Spark
3 18 (6.32%) nginx
4 17 (5.96%) Apache
5 10 (3.51%) Apache Pig
5 10 (3.51%) OpenStack
6 5 (1.75%) SAS
7 1 (0.35%) Confluence
7 1 (0.35%) Exchange Server 2007
7 1 (0.35%) Exchange Server 2013
7 1 (0.35%) JBoss
7 1 (0.35%) MS Exchange
7 1 (0.35%) Oracle HTTP Server
7 1 (0.35%) SharePoint
7 1 (0.35%) Skype for Business
7 1 (0.35%) Tomcat
Applications
1 27 (9.47%) MS Excel
2 12 (4.21%) SPSS
3 4 (1.40%) MS Office
3 4 (1.40%) MS PowerPoint
Business Applications
1 12 (4.21%) SAP HR
1 12 (4.21%) SAP Payroll
2 1 (0.35%) SAP Oil and Gas
Cloud Services
1 35 (12.28%) Amazon AWS
2 10 (3.51%) IaaS
2 10 (3.51%) Microsoft Azure
2 10 (3.51%) PaaS
3 5 (1.75%) SaaS
4 2 (0.70%) Cloud Computing
5 1 (0.35%) OpenShift
Communications & Networking
1 28 (9.82%) Firewall
2 14 (4.91%) TCP/IP
3 10 (3.51%) HTTP
3 10 (3.51%) IPv4
4 7 (2.46%) Internet
4 7 (2.46%) LAN
4 7 (2.46%) WAN
4 7 (2.46%) Wireless
5 5 (1.75%) Network Security
6 4 (1.40%) SSL
7 3 (1.05%) Intrusion Detection
8 2 (0.70%) 4G
8 2 (0.70%) 802.15
8 2 (0.70%) DNS
8 2 (0.70%) IPsec
9 1 (0.35%) DHCP
9 1 (0.35%) Junos
9 1 (0.35%) NAS
9 1 (0.35%) SAN
9 1 (0.35%) Wireshark
Database & Business Intelligence
1 70 (24.56%) SQL Server
2 65 (22.81%) Hadoop
3 58 (20.35%) NoSQL
4 33 (11.58%) Apache Cassandra
5 27 (9.47%) Relational Database
6 23 (8.07%) MongoDB
7 20 (7.02%) Data Warehouse
8 19 (6.67%) RDBMS
9 16 (5.61%) Amazon DynamoDB
9 16 (5.61%) BusinessObjects
9 16 (5.61%) Redis
10 14 (4.91%) Data Mining
11 13 (4.56%) Apache Hive
11 13 (4.56%) DataStage
12 11 (3.86%) HBase
12 11 (3.86%) IBM InfoSphere
13 10 (3.51%) Riak
14 9 (3.16%) MySQL
15 7 (2.46%) GIS
16 6 (2.11%) QualityStage
Development Applications
1 21 (7.37%) JIRA
2 18 (6.32%) Git (software)
2 18 (6.32%) Jenkins
3 17 (5.96%) Subversion
4 15 (5.26%) ERwin
5 14 (4.91%) Bugzilla
5 14 (4.91%) Trac
6 11 (3.86%) Selenium
7 1 (0.35%) Atlassian Bamboo
7 1 (0.35%) Fiddler
7 1 (0.35%) JMeter
7 1 (0.35%) TestRail
7 1 (0.35%) Visual Studio
7 1 (0.35%) WebDriver
General
1 61 (21.40%) Finance
2 35 (12.28%) Telecoms
3 25 (8.77%) Retail
4 15 (5.26%) Pharmaceutical
5 14 (4.91%) Banking
6 13 (4.56%) Games
6 13 (4.56%) Marketing
7 10 (3.51%) Billing
8 6 (2.11%) Legal
9 5 (1.75%) Publishing
10 4 (1.40%) Advertising
11 3 (1.05%) Automotive
11 3 (1.05%) Law
12 2 (0.70%) Financial Institution
12 2 (0.70%) Manufacturing
Job Titles
1 61 (21.40%) Developer
2 55 (19.30%) Analyst
3 33 (11.58%) Architect
4 29 (10.18%) Consultant
5 19 (6.67%) C# Developer
6 18 (6.32%) Data Analyst
6 18 (6.32%) Software Developer
7 16 (5.61%) Data Architect
8 15 (5.26%) Security Engineer
9 13 (4.56%) .NET Developer
9 13 (4.56%) Big Data Developer
9 13 (4.56%) C# Software Developer
10 11 (3.86%) Agile Developer
10 11 (3.86%) Big Data Architect
10 11 (3.86%) Big Data Engineer
10 11 (3.86%) Data Engineer
10 11 (3.86%) Software Engineer
11 10 (3.51%) Agile C# Developer
11 10 (3.51%) Business Intelligence Architect
11 10 (3.51%) Development Manager
Libraries, Frameworks & Software Standards
1 51 (17.89%) .NET
2 36 (12.63%) HTML
3 30 (10.53%) Web Services
4 28 (9.82%) CSS
5 27 (9.47%) ZeroMQ
6 21 (7.37%) ASP.NET
7 20 (7.02%) JSON
7 20 (7.02%) WCF
7 20 (7.02%) XML
8 19 (6.67%) jQuery
8 19 (6.67%) Kafka
9 17 (5.96%) Regular Expression
10 11 (3.86%) Highcharts JS
10 11 (3.86%) Middleware
10 11 (3.86%) REST
10 11 (3.86%) RESTful
11 10 (3.51%) .NET Framework
12 8 (2.81%) AngularJS
12 8 (2.81%) Twitter Bootstrap
12 8 (2.81%) WebSockets
Miscellaneous
1 64 (22.46%) Smart Meter
2 59 (20.70%) Mobile App
3 49 (17.19%) Analytical Skills
4 40 (14.04%) Management Information System
5 26 (9.12%) Computer Science
6 20 (7.02%) Algorithms
7 14 (4.91%) Cyberthreat
8 12 (4.21%) Data Structures
8 12 (4.21%) Visualisation
9 10 (3.51%) FMCG
9 10 (3.51%) PKI
9 10 (3.51%) Xbox
10 8 (2.81%) Statistics
11 7 (2.46%) Enterprise Software
11 7 (2.46%) Freedom of Information
11 7 (2.46%) Internet of Things
12 6 (2.11%) Data Extraction
12 6 (2.11%) Mathematics
12 6 (2.11%) SCADA
13 5 (1.75%) Physics
Operating Systems
1 70 (24.56%) Linux
2 59 (20.70%) Windows
3 30 (10.53%) Windows Server
4 28 (9.82%) CentOS
5 19 (6.67%) Red Hat Enterprise Linux
6 13 (4.56%) Unix
7 12 (4.21%) Windows Server 2008
8 11 (3.86%) Windows Server 2012
9 5 (1.75%) Debian
10 3 (1.05%) Android
10 3 (1.05%) Apple iOS
10 3 (1.05%) Mac OS X
Processes & Methodologies
1 80 (28.07%) Analytics
2 79 (27.72%) Agile Software Development
3 49 (17.19%) Business Intelligence
4 43 (15.09%) Presales
5 38 (13.33%) SIEM
6 37 (12.98%) Cybersecurity
7 36 (12.63%) ITIL
8 35 (12.28%) ETL
9 32 (11.23%) Data Analysis
10 31 (10.88%) Open Source
11 30 (10.53%) Data Modelling
12 27 (9.47%) Data Architecture
13 26 (9.12%) Data Management
13 26 (9.12%) E-Commerce
13 26 (9.12%) Scrum
13 26 (9.12%) Software Engineering
13 26 (9.12%) TOGAF
14 24 (8.42%) Change Management
15 23 (8.07%) Data Governance
15 23 (8.07%) Project Management
Programming Languages
1 99 (34.74%) SQL
2 77 (27.02%) Java
3 57 (20.00%) Python
4 41 (14.39%) C#
4 41 (14.39%) JavaScript
5 23 (8.07%) Bash Shell
6 17 (5.96%) R
7 14 (4.91%) PowerShell
8 12 (4.21%) Perl
9 11 (3.86%) C
9 11 (3.86%) Scala
10 6 (2.11%) Ruby
11 5 (1.75%) Shell Script
12 4 (1.40%) PHP
13 3 (1.05%) PL/SQL
14 2 (0.70%) Data Analysis Expressions (DAX)
14 2 (0.70%) Go
14 2 (0.70%) T-SQL
15 1 (0.35%) VB
15 1 (0.35%) VB.NET
Qualifications
1 72 (25.26%) Degree
2 55 (19.30%) Security Cleared
3 43 (15.09%) SC Cleared
4 30 (10.53%) CITP
5 13 (4.56%) PhD
6 10 (3.51%) Microsoft Certification
7 8 (2.81%) CISSP
8 7 (2.46%) CISA
9 5 (1.75%) MBA
9 5 (1.75%) MCITP
9 5 (1.75%) MCSE
9 5 (1.75%) Microsoft Certified Architect
10 4 (1.40%) CISM
10 4 (1.40%) ISEB
11 2 (0.70%) DV Cleared
11 2 (0.70%) ISACA
11 2 (0.70%) ISSEP
11 2 (0.70%) ISTQB Foundation Certification
11 2 (0.70%) PMI Certification
11 2 (0.70%) PMP
Quality Assurance & Compliance
1 17 (5.96%) ISO/IEC 20000
2 13 (4.56%) Data Quality
3 12 (4.21%) ISO 9001
4 10 (3.51%) QA
5 7 (2.46%) TickIT
6 5 (1.75%) PCI DSS
7 3 (1.05%) GPG13
7 3 (1.05%) ISO/IEC 27001
System Software
1 24 (8.42%) Active Directory
2 20 (7.02%) HDFS
3 16 (5.61%) Docker
4 12 (4.21%) VMware Infrastructure
5 10 (3.51%) Apache ZooKeeper
5 10 (3.51%) KVM
5 10 (3.51%) VirtualBox
6 1 (0.35%) Virtual Servers
6 1 (0.35%) VMware ESXi
Systems Management
1 17 (5.96%) Hadoop YARN
2 13 (4.56%) Kibana
3 10 (3.51%) Ambari
3 10 (3.51%) EnCase
4 8 (2.81%) Ansible
5 5 (1.75%) Graphite
5 5 (1.75%) Kubernetes
5 5 (1.75%) logstash
5 5 (1.75%) Puppet
5 5 (1.75%) Terraform
6 4 (1.40%) Nagios
6 4 (1.40%) ZABBIX
7 3 (1.05%) Opscode Chef
7 3 (1.05%) SCCM
8 2 (0.70%) QRadar
9 1 (0.35%) CA Spectrum
9 1 (0.35%) Symantec Enterprise Vault
Vendors
1 39 (13.68%) Oracle
2 28 (9.82%) Microsoft
2 28 (9.82%) SAP
3 20 (7.02%) Splunk
4 17 (5.96%) Cisco
5 13 (4.56%) Google
5 13 (4.56%) Red Hat
6 12 (4.21%) Telerik
6 12 (4.21%) VMware
7 10 (3.51%) Apple
7 10 (3.51%) Tableau
8 8 (2.81%) Fortinet
8 8 (2.81%) Trend Micro
9 7 (2.46%) ESRI
9 7 (2.46%) IBM
9 7 (2.46%) Juniper
10 5 (1.75%) HP
10 5 (1.75%) Informatica
11 4 (1.40%) Cognizant
11 4 (1.40%) Teradata
Berkshire
Executive Recruitment Services (ERS)
Posted: 13 hours ago
Berkshire
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
Reading, Berkshire
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: Yesterday
Maidenhead, Berkshire
Fenwick Ryan
Salary: £60000 - £85000 per annum + Car + Bonus + Bens + Stock
Posted: 3 days ago
Berkshire
Computer Futures
Salary: competitive
Posted: 10 days ago
Reading
Computer Futures
Salary: £65000 - £80000 per annum + Double OTE
Posted: 16 days ago
Reading, Berkshire
BMC Software
Salary: 25 Days holiday, 10% Pension, 10% Bonus, Free Gym membership
Posted: 16 days ago
Wokingham
Venturi
Salary: £55000 - £75000 per annum + benefits
Posted: 16 days ago
Reading
Computer Futures
Salary: £70000 - £140000 per annum + competitive
Posted: 15 days ago
Bracknell
Computer Futures
Salary: £40000 - £66000 per annum + Car Allowance, Pension
Posted: 7 days ago
Reading, Berkshire
CGI
Salary: £35000 - £60000 per annum + benefits
Posted: 19 days ago
Newbury
Computer Futures
Salary: £40000 - £66000 per annum + Car Allowance, Pension
Posted: 25 days ago