The table below looks at the statistics for Big Data skills in IT jobs advertised for the Reading region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Big Data
Rank 90 118 127
Rank change year-on-year
+28 +9
Permanent jobs citing Big Data 42 30 17
As % of all permanent IT jobs located in Reading 2.32% 1.33% 0.70%
As % of the Database & Business Intelligence category 8.73% 4.58% 3.14%
Number of salaries quoted 33 14 17
Median salary £42,500 £60,000 £70,000
Median salary % change year-on-year
-29.16% -14.28%
90% offered a salary of more than £37,500 £51,500 £48,000
10% offered a salary of more than £67,500 £79,250 £105,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
Berkshire

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 Reading region.

Database & Business Intelligence Category
Reading
Permanent IT job ads with a match in the
Database & Business Intelligence category
481 655 541
As % of all permanent IT jobs located in Reading 26.56% 29.01% 22.32%
Number of salaries quoted 416 525 465
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £35,000 £35,000 £30,000
10% offered a salary of more than £60,000 £65,000 £65,000
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 Reading

The demand trend of job ads across the Reading 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 Reading

Big Data
Salary Trend in Reading

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data across the Reading region.

Big Data Salary Trend in Reading

Big Data
Salary Histogram in Reading

This chart provides a salary histogram for IT jobs citing Big Data across the Reading region over the 3 months to 28 June 2016.

Big Data Salary Histogram in Reading

Big Data
Top 30 Related IT Skills in Reading

For the 6 months to 28 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 Reading region with a requirement for Big Data.

1 68 (34.69%) SQL
2 63 (32.14%) Degree
3 62 (31.63%) Smart Meter
4 59 (30.10%) Mobile App
5 54 (27.55%) Agile Software Development
6 53 (27.04%) Java
7 43 (21.94%) .NET
8 42 (21.43%) Finance
9 41 (20.92%) Python
10 40 (20.41%) JavaScript
10 40 (20.41%) Management Information System
11 39 (19.90%) Analytics
12 38 (19.39%) C#
13 36 (18.37%) Hadoop
14 35 (17.86%) Amazon AWS
14 35 (17.86%) Security Cleared
15 34 (17.35%) HTML
15 34 (17.35%) ITIL
16 33 (16.84%) Linux
17 30 (15.31%) CITP
17 30 (15.31%) Data Analysis
18 28 (14.29%) Business Intelligence
18 28 (14.29%) Open Source
19 27 (13.78%) Analytical Skills
19 27 (13.78%) SQL Server
20 26 (13.27%) CSS
20 26 (13.27%) NoSQL
21 25 (12.76%) Web Services
21 25 (12.76%) Data Modelling
22 24 (12.24%) Windows

Big Data
Top Related IT Skills in Reading 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 23 (11.73%) Elasticsearch
2 13 (6.63%) Apache
2 13 (6.63%) Apache Spark
3 10 (5.10%) OpenStack
4 8 (4.08%) nginx
5 7 (3.57%) Apache Pig
6 5 (2.55%) SAS
7 1 (0.51%) Confluence
7 1 (0.51%) Exchange Server 2007
7 1 (0.51%) Exchange Server 2013
7 1 (0.51%) JBoss
7 1 (0.51%) MS Exchange
7 1 (0.51%) Oracle HTTP Server
7 1 (0.51%) SharePoint
7 1 (0.51%) Skype for Business
7 1 (0.51%) Tomcat
Applications
1 22 (11.22%) MS Excel
2 12 (6.12%) SPSS
3 4 (2.04%) MS Office
3 4 (2.04%) MS PowerPoint
Business Applications
1 12 (6.12%) SAP HR
1 12 (6.12%) SAP Payroll
2 1 (0.51%) SAP Oil and Gas
Cloud Services
1 35 (17.86%) Amazon AWS
2 10 (5.10%) IaaS
2 10 (5.10%) Microsoft Azure
2 10 (5.10%) PaaS
3 6 (3.06%) SaaS
4 2 (1.02%) Cloud Computing
5 1 (0.51%) OpenShift
Communications & Networking
1 10 (5.10%) HTTP
1 10 (5.10%) IPv4
2 5 (2.55%) Internet
2 5 (2.55%) Wireless
3 4 (2.04%) SSL
4 3 (1.53%) Firewall
4 3 (1.53%) TCP/IP
5 2 (1.02%) Intrusion Detection
5 2 (1.02%) LAN
5 2 (1.02%) Network Security
5 2 (1.02%) WAN
6 1 (0.51%) Junos
6 1 (0.51%) LDAP
6 1 (0.51%) NAS
6 1 (0.51%) SAN
Database & Business Intelligence
1 36 (18.37%) Hadoop
2 27 (13.78%) SQL Server
3 26 (13.27%) NoSQL
4 23 (11.73%) Apache Cassandra
5 18 (9.18%) MongoDB
6 16 (8.16%) Amazon DynamoDB
6 16 (8.16%) Relational Database
7 14 (7.14%) BusinessObjects
8 11 (5.61%) DataStage
8 11 (5.61%) IBM InfoSphere
9 10 (5.10%) Data Mining
9 10 (5.10%) RDBMS
9 10 (5.10%) Redis
9 10 (5.10%) Riak
10 9 (4.59%) Data Warehouse
11 7 (3.57%) Apache Hive
11 7 (3.57%) GIS
12 6 (3.06%) QualityStage
13 5 (2.55%) PowerCenter
13 5 (2.55%) SAP BW
Development Applications
1 21 (10.71%) JIRA
2 18 (9.18%) Git (software)
2 18 (9.18%) Jenkins
3 17 (8.67%) Subversion
4 14 (7.14%) Bugzilla
4 14 (7.14%) Trac
5 13 (6.63%) ERwin
6 11 (5.61%) Selenium
7 1 (0.51%) Atlassian Bamboo
7 1 (0.51%) JMeter
7 1 (0.51%) TestRail
7 1 (0.51%) WebDriver
General
1 42 (21.43%) Finance
2 21 (10.71%) Telecoms
3 18 (9.18%) Retail
4 10 (5.10%) Marketing
5 7 (3.57%) Billing
6 6 (3.06%) Pharmaceutical
7 5 (2.55%) Publishing
8 4 (2.04%) Games
8 4 (2.04%) Legal
9 2 (1.02%) Advertising
9 2 (1.02%) Financial Institution
9 2 (1.02%) Law
10 1 (0.51%) Manufacturing
Job Titles
1 55 (28.06%) Developer
2 43 (21.94%) Analyst
3 21 (10.71%) Architect
4 18 (9.18%) C# Developer
4 18 (9.18%) Software Developer
5 13 (6.63%) C# Software Developer
6 12 (6.12%) .NET Developer
6 12 (6.12%) Data Analyst
7 11 (5.61%) Agile Developer
8 10 (5.10%) Agile C# Developer
8 10 (5.10%) Consultant
9 9 (4.59%) Software Engineer
10 8 (4.08%) Big Data Developer
10 8 (4.08%) C# .NET Developer
10 8 (4.08%) Data Architect
10 8 (4.08%) HR Analyst
10 8 (4.08%) SAP Analyst
10 8 (4.08%) SAP HR Analyst
11 7 (3.57%) Big Data Architect
11 7 (3.57%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 43 (21.94%) .NET
2 34 (17.35%) HTML
3 26 (13.27%) CSS
4 25 (12.76%) Web Services
5 21 (10.71%) ASP.NET
6 20 (10.20%) WCF
7 18 (9.18%) JSON
7 18 (9.18%) XML
8 16 (8.16%) jQuery
9 15 (7.65%) Kafka
10 11 (5.61%) Highcharts JS
11 10 (5.10%) .NET Framework
11 10 (5.10%) Middleware
12 9 (4.59%) RESTful
13 8 (4.08%) AngularJS
13 8 (4.08%) REST
13 8 (4.08%) Twitter Bootstrap
13 8 (4.08%) WebSockets
14 6 (3.06%) LINQ
15 5 (2.55%) Sensu
Miscellaneous
1 62 (31.63%) Smart Meter
2 59 (30.10%) Mobile App
3 40 (20.41%) Management Information System
4 27 (13.78%) Analytical Skills
5 18 (9.18%) Computer Science
6 12 (6.12%) Data Structures
7 11 (5.61%) Algorithms
8 10 (5.10%) FMCG
8 10 (5.10%) Visualisation
8 10 (5.10%) Xbox
9 8 (4.08%) PKI
10 7 (3.57%) Freedom of Information
11 6 (3.06%) Data Extraction
11 6 (3.06%) SCADA
12 5 (2.55%) Enterprise Software
12 5 (2.55%) Internet of Things
12 5 (2.55%) Replication
13 4 (2.04%) Statistics
14 3 (1.53%) Cyberthreat
15 2 (1.02%) Cyber Attack
Operating Systems
1 33 (16.84%) Linux
2 24 (12.24%) Windows
3 18 (9.18%) Red Hat Enterprise Linux
4 9 (4.59%) CentOS
5 7 (3.57%) Unix
6 5 (2.55%) Debian
7 3 (1.53%) Windows Server
8 1 (0.51%) Windows Server 2008
Processes & Methodologies
1 54 (27.55%) Agile Software Development
2 39 (19.90%) Analytics
3 34 (17.35%) ITIL
4 30 (15.31%) Data Analysis
5 28 (14.29%) Business Intelligence
5 28 (14.29%) Open Source
6 25 (12.76%) Data Modelling
7 23 (11.73%) Change Management
8 22 (11.22%) Data Architecture
9 21 (10.71%) ETL
9 21 (10.71%) Software Engineering
9 21 (10.71%) TOGAF
10 19 (9.69%) Data Management
11 17 (8.67%) Cybersecurity
11 17 (8.67%) Data Governance
11 17 (8.67%) Information Management
11 17 (8.67%) Reverse Engineering
11 17 (8.67%) Scrum
11 17 (8.67%) UML
12 16 (8.16%) User Stories
Programming Languages
1 68 (34.69%) SQL
2 53 (27.04%) Java
3 41 (20.92%) Python
4 40 (20.41%) JavaScript
5 38 (19.39%) C#
6 19 (9.69%) Bash Shell
7 12 (6.12%) R
8 6 (3.06%) C
8 6 (3.06%) Ruby
9 5 (2.55%) Shell Script
10 4 (2.04%) PHP
11 3 (1.53%) Go
11 3 (1.53%) Perl
12 2 (1.02%) Scala
12 2 (1.02%) T-SQL
13 1 (0.51%) PowerShell
13 1 (0.51%) VB.NET
Qualifications
1 63 (32.14%) Degree
2 35 (17.86%) Security Cleared
3 30 (15.31%) CITP
4 24 (12.24%) SC Cleared
5 10 (5.10%) PhD
6 5 (2.55%) MBA
6 5 (2.55%) Microsoft Certification
6 5 (2.55%) Microsoft Certified Architect
7 2 (1.02%) CISA
7 2 (1.02%) CISM
7 2 (1.02%) CISSP
7 2 (1.02%) DV Cleared
7 2 (1.02%) ISACA
7 2 (1.02%) ISEB
7 2 (1.02%) ISSEP
7 2 (1.02%) PMI Certification
7 2 (1.02%) PMP
Quality Assurance & Compliance
1 17 (8.67%) ISO/IEC 20000
2 12 (6.12%) Data Quality
2 12 (6.12%) ISO 9001
3 9 (4.59%) QA
4 7 (3.57%) TickIT
5 2 (1.02%) PCI DSS
System Software
1 16 (8.16%) Docker
2 15 (7.65%) HDFS
3 12 (6.12%) VMware Infrastructure
4 10 (5.10%) Apache ZooKeeper
4 10 (5.10%) KVM
4 10 (5.10%) VirtualBox
5 1 (0.51%) Virtual Servers
5 1 (0.51%) VMware ESXi
Systems Management
1 17 (8.67%) Hadoop YARN
2 13 (6.63%) Kibana
3 10 (5.10%) Ambari
3 10 (5.10%) EnCase
4 8 (4.08%) Ansible
5 5 (2.55%) Graphite
5 5 (2.55%) Kubernetes
5 5 (2.55%) logstash
5 5 (2.55%) Puppet
5 5 (2.55%) Terraform
6 4 (2.04%) Nagios
6 4 (2.04%) ZABBIX
7 3 (1.53%) Opscode Chef
7 3 (1.53%) SCCM
8 1 (0.51%) CA Spectrum
8 1 (0.51%) Symantec Enterprise Vault
Vendors
1 24 (12.24%) SAP
2 20 (10.20%) Microsoft
2 20 (10.20%) Oracle
3 13 (6.63%) Splunk
4 12 (6.12%) VMware
5 11 (5.61%) Red Hat
5 11 (5.61%) Telerik
6 10 (5.10%) Cisco
7 8 (4.08%) Fortinet
7 8 (4.08%) Trend Micro
8 7 (3.57%) ESRI
8 7 (3.57%) IBM
9 6 (3.06%) Tableau
10 5 (2.55%) Informatica
11 4 (2.04%) Juniper
12 3 (1.53%) HP
13 2 (1.02%) ArcSight
13 2 (1.02%) Citrix
13 2 (1.02%) Google
13 2 (1.02%) Sourcefire
Reading, Berkshire
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: 1 hour ago
Reading
Computer Futures
Salary: £65000 - £80000 per annum + Double OTE
Posted: 15 days ago
Reading, Berkshire
BMC Software
Salary: 25 Days holiday, 10% Pension, 10% Bonus, Free Gym membership
Posted: 14 days ago
Reading
Computer Futures
Salary: £70000 - £140000 per annum + competitive
Posted: 14 days ago
Reading, Berkshire
CGI
Posted: 27 days ago
Reading, Berkshire
CGI
Salary: £35000 - £60000 per annum + benefits
Posted: 18 days ago