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

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 87 98 122
Rank change year-on-year
+11 +24
Permanent jobs citing Big Data 49 43 24
As % of all permanent IT jobs located in Reading 2.74% 1.93% 1.02%
As % of the Database & Business Intelligence category 10.52% 6.51% 4.19%
Number of salaries quoted 35 26 24
Median salary £57,500 £60,000 £65,000
Median salary % change year-on-year
-4.16% -7.69%
90% offered a salary of more than £37,500 £48,000 £50,000
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
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
466 661 573
As % of all permanent IT jobs located in Reading 26.05% 29.64% 24.31%
Number of salaries quoted 398 527 471
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £33,000 £35,000 £31,000
10% offered a salary of more than £62,500 £65,000 £62,500
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 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 29 July 2016.

Big Data Salary Histogram in Reading

Big Data
Top 30 Related IT Skills in Reading

For the 6 months to 29 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 Reading region with a requirement for Big Data.

1 53 (36.30%) Agile Software Development
2 47 (32.19%) Java
3 46 (31.51%) SQL
4 40 (27.40%) Hadoop
5 38 (26.03%) Degree
6 35 (23.97%) JavaScript
7 34 (23.29%) Linux
8 33 (22.60%) .NET
9 32 (21.92%) Amazon AWS
10 30 (20.55%) HTML
11 29 (19.86%) C#
11 29 (19.86%) Security Cleared
11 29 (19.86%) Apache Cassandra
12 28 (19.18%) Analytics
13 27 (18.49%) Open Source
13 27 (18.49%) Finance
14 25 (17.12%) Mobile App
15 24 (16.44%) Smart Meter
15 24 (16.44%) SC Cleared
16 23 (15.75%) Elasticsearch
17 22 (15.07%) SQL Server
17 22 (15.07%) CSS
17 22 (15.07%) Web Services
17 22 (15.07%) Software Engineering
18 21 (14.38%) JIRA
18 21 (14.38%) Python
18 21 (14.38%) Analytical Skills
19 20 (13.70%) Jenkins
19 20 (13.70%) Windows
20 19 (13.01%) Bash Shell

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 (15.75%) Elasticsearch
2 19 (13.01%) Apache Spark
3 13 (8.90%) Apache
4 10 (6.85%) OpenStack
5 8 (5.48%) nginx
6 7 (4.79%) Apache Pig
7 2 (1.37%) JBoss
8 1 (0.68%) Confluence
8 1 (0.68%) Oracle HTTP Server
8 1 (0.68%) SAS
8 1 (0.68%) SharePoint
8 1 (0.68%) Tomcat
Applications
1 18 (12.33%) MS Excel
2 5 (3.42%) SPSS
3 4 (2.74%) MS Office
3 4 (2.74%) MS PowerPoint
Business Applications
1 8 (5.48%) SAP HR
1 8 (5.48%) SAP Payroll
2 1 (0.68%) SAP Oil and Gas
Cloud Services
1 32 (21.92%) Amazon AWS
2 10 (6.85%) IaaS
2 10 (6.85%) Microsoft Azure
2 10 (6.85%) PaaS
3 6 (4.11%) SaaS
4 1 (0.68%) OpenShift
Communications & Networking
1 10 (6.85%) HTTP
1 10 (6.85%) Internet
1 10 (6.85%) IPv4
2 4 (2.74%) SSL
2 4 (2.74%) Wireless
3 3 (2.05%) Firewall
3 3 (2.05%) TCP/IP
4 2 (1.37%) LAN
4 2 (1.37%) Network Security
4 2 (1.37%) WAN
5 1 (0.68%) LDAP
5 1 (0.68%) NAS
5 1 (0.68%) SAN
Database & Business Intelligence
1 40 (27.40%) Hadoop
2 29 (19.86%) Apache Cassandra
3 22 (15.07%) SQL Server
4 15 (10.27%) MongoDB
5 13 (8.90%) Amazon DynamoDB
6 10 (6.85%) Redis
6 10 (6.85%) Riak
7 9 (6.16%) NoSQL
8 8 (5.48%) Relational Database
9 7 (4.79%) Apache Hive
9 7 (4.79%) BusinessObjects
10 6 (4.11%) Data Mining
10 6 (4.11%) Data Warehouse
11 5 (3.42%) HBase
11 5 (3.42%) MySQL
11 5 (3.42%) Oracle Database
11 5 (3.42%) Oracle Database 11g
11 5 (3.42%) PowerCenter
11 5 (3.42%) Sqoop
12 2 (1.37%) IBM InfoSphere
Development Applications
1 21 (14.38%) JIRA
2 20 (13.70%) Jenkins
3 18 (12.33%) Git (software)
4 17 (11.64%) Subversion
5 14 (9.59%) Bugzilla
5 14 (9.59%) Selenium
5 14 (9.59%) Trac
6 4 (2.74%) ERwin
7 3 (2.05%) Atlassian Bamboo
7 3 (2.05%) JMeter
8 1 (0.68%) HP UFT
8 1 (0.68%) Ranorex
8 1 (0.68%) Talend Open Studio
8 1 (0.68%) TestRail
8 1 (0.68%) WebDriver
General
1 27 (18.49%) Finance
2 11 (7.53%) Telecoms
3 7 (4.79%) Marketing
4 4 (2.74%) Billing
4 4 (2.74%) Games
4 4 (2.74%) Publishing
4 4 (2.74%) Retail
5 2 (1.37%) Financial Institution
6 1 (0.68%) Manufacturing
6 1 (0.68%) Pharmaceutical
Job Titles
1 50 (34.25%) Developer
2 23 (15.75%) Analyst
3 17 (11.64%) C# Developer
3 17 (11.64%) Software Developer
4 16 (10.96%) Architect
5 12 (8.22%) Big Data Architect
5 12 (8.22%) C# Software Developer
5 12 (8.22%) Data Architect
6 11 (7.53%) Software Engineer
7 10 (6.85%) Agile C# Developer
7 10 (6.85%) Agile Developer
8 9 (6.16%) .NET Developer
8 9 (6.16%) Big Data Developer
9 8 (5.48%) Consultant
9 8 (5.48%) Data Analyst
10 7 (4.79%) Big Data Engineer
10 7 (4.79%) Data Engineer
10 7 (4.79%) DevOps Engineer
10 7 (4.79%) Hadoop Engineer
10 7 (4.79%) Java Developer
Libraries, Frameworks & Software Standards
1 33 (22.60%) .NET
2 30 (20.55%) HTML
3 22 (15.07%) CSS
3 22 (15.07%) Web Services
4 18 (12.33%) JSON
4 18 (12.33%) XML
5 17 (11.64%) ASP.NET
5 17 (11.64%) WCF
6 15 (10.27%) Kafka
7 13 (8.90%) jQuery
8 10 (6.85%) .NET Framework
9 9 (6.16%) AngularJS
9 9 (6.16%) RESTful
10 8 (5.48%) Highcharts JS
10 8 (5.48%) REST
10 8 (5.48%) Twitter Bootstrap
10 8 (5.48%) WebSockets
11 6 (4.11%) ELK Stack
12 5 (3.42%) J2EE
12 5 (3.42%) Sensu
Miscellaneous
1 25 (17.12%) Mobile App
2 24 (16.44%) Smart Meter
3 21 (14.38%) Analytical Skills
4 18 (12.33%) Management Information System
5 15 (10.27%) Computer Science
6 11 (7.53%) Algorithms
6 11 (7.53%) Visualisation
7 10 (6.85%) Internet of Things
8 9 (6.16%) FMCG
8 9 (6.16%) Xbox
9 8 (5.48%) PKI
10 5 (3.42%) Cyberthreat
11 4 (2.74%) Freedom of Information
11 4 (2.74%) Replication
12 2 (1.37%) Frameworx
13 1 (0.68%) Data Structures
13 1 (0.68%) Enterprise Software
13 1 (0.68%) Fintech
13 1 (0.68%) Social Media
13 1 (0.68%) Virtual Team
Operating Systems
1 34 (23.29%) Linux
2 20 (13.70%) Windows
3 18 (12.33%) Red Hat Enterprise Linux
4 10 (6.85%) CentOS
5 7 (4.79%) Unix
6 5 (3.42%) Debian
7 2 (1.37%) Windows Server
8 1 (0.68%) Ubuntu
Processes & Methodologies
1 53 (36.30%) Agile Software Development
2 28 (19.18%) Analytics
3 27 (18.49%) Open Source
4 22 (15.07%) Software Engineering
5 17 (11.64%) ITIL
6 16 (10.96%) High Availability
7 15 (10.27%) Data Architecture
8 14 (9.59%) Automated Testing
8 14 (9.59%) Cybersecurity
8 14 (9.59%) Machine Learning
8 14 (9.59%) Scrum
8 14 (9.59%) User Stories
9 13 (8.90%) Business Intelligence
9 13 (8.90%) Data Analysis
9 13 (8.90%) DevOps
9 13 (8.90%) Test Automation
10 12 (8.22%) Data Governance
10 12 (8.22%) E-Commerce
10 12 (8.22%) SOA
11 11 (7.53%) SIEM
Programming Languages
1 47 (32.19%) Java
2 46 (31.51%) SQL
3 35 (23.97%) JavaScript
4 29 (19.86%) C#
5 21 (14.38%) Python
6 19 (13.01%) Bash Shell
7 6 (4.11%) C
8 5 (3.42%) Ruby
8 5 (3.42%) Shell Script
9 4 (2.74%) PHP
10 2 (1.37%) Scala
10 2 (1.37%) T-SQL
11 1 (0.68%) Jython
11 1 (0.68%) Perl
11 1 (0.68%) PowerShell
11 1 (0.68%) R
11 1 (0.68%) VB.NET
Qualifications
1 38 (26.03%) Degree
2 29 (19.86%) Security Cleared
3 24 (16.44%) SC Cleared
4 13 (8.90%) CITP
5 10 (6.85%) PhD
6 4 (2.74%) ISEB
6 4 (2.74%) MBA
7 2 (1.37%) DV Cleared
8 1 (0.68%) Microsoft Certification
8 1 (0.68%) Microsoft Certified Architect
Quality Assurance & Compliance
1 8 (5.48%) Data Quality
2 7 (4.79%) ISO/IEC 20000
3 5 (3.42%) ISO 9001
4 4 (2.74%) QA
4 4 (2.74%) TickIT
5 2 (1.37%) PCI DSS
System Software
1 16 (10.96%) Docker
2 15 (10.27%) HDFS
3 11 (7.53%) VMware Infrastructure
4 10 (6.85%) Apache ZooKeeper
4 10 (6.85%) KVM
4 10 (6.85%) VirtualBox
5 1 (0.68%) Virtual Servers
Systems Management
1 17 (11.64%) Hadoop YARN
2 13 (8.90%) Kibana
3 10 (6.85%) Ambari
4 8 (5.48%) Ansible
5 7 (4.79%) EnCase
6 5 (3.42%) Graphite
6 5 (3.42%) Kubernetes
6 5 (3.42%) logstash
6 5 (3.42%) Puppet
6 5 (3.42%) Terraform
7 4 (2.74%) Nagios
7 4 (2.74%) ZABBIX
8 3 (2.05%) Opscode Chef
8 3 (2.05%) SCCM
Vendors
1 13 (8.90%) Oracle
2 12 (8.22%) Microsoft
3 11 (7.53%) Red Hat
3 11 (7.53%) SAP
3 11 (7.53%) VMware
4 8 (5.48%) Splunk
4 8 (5.48%) Telerik
5 7 (4.79%) Cisco
6 5 (3.42%) Fortinet
6 5 (3.42%) Informatica
6 5 (3.42%) Trend Micro
7 3 (2.05%) IBM
8 2 (1.37%) Citrix
8 2 (1.37%) ESRI
8 2 (1.37%) Google
8 2 (1.37%) HP
8 2 (1.37%) Juniper
8 2 (1.37%) Tableau
9 1 (0.68%) ServiceNow
9 1 (0.68%) Talend
Reading, Berkshire
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: 3 days ago
Reading, Berkshire
Coal IT Services
Salary: £33,000 per annum + Excellent Bens and Bonus
Posted: Yesterday
Reading, Berkshire
ANSON MCCADE
Salary: £58 000 - £75 000 (+ top tier package and benefits!!!)
Posted: 2 days ago
Reading, Berkshire
EXCELerate
Salary: £85,000 per annum 25% Bonus - Dental, life insurance, Car Allowance
Posted: 3 days ago
Reading, Berkshire
Evolution Recruitment Solutions
Salary: 45k-60k
Posted: 6 days ago
Reading
Computer Futures
Salary: £40000 - £66000 per annum + Car Allowance, Pension
Posted: 3 days ago