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 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 77 88 122
Rank change year-on-year
+11 +34
Permanent jobs citing Big Data 52 57 22
As % of all permanent IT jobs located in Reading 3.08% 2.59% 0.88%
As % of the Database & Business Intelligence category 13.27% 9.33% 4.44%
Number of salaries quoted 34 48 17
Median salary £51,500 £57,500 £65,000
Median salary % change year-on-year
-10.43% -11.53%
90% offered a salary of more than £33,000 £42,500 £43,000
10% offered a salary of more than £71,750 £80,750 £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
392 611 496
As % of all permanent IT jobs located in Reading 23.18% 27.72% 19.78%
Number of salaries quoted 332 521 383
Median salary £47,500 £47,500 £50,000
Median salary % change year-on-year
- -5.00%
90% offered a salary of more than £30,000 £35,000 £31,000
10% offered a salary of more than £57,500 £67,500 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 26 September 2016.

Big Data Salary Histogram in Reading

Big Data
Top 30 Related IT Skills in Reading

For the 6 months to 26 September 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 (54.64%) Agile Software Development
2 42 (43.30%) Java
3 40 (41.24%) Hadoop
4 31 (31.96%) Analytics
5 27 (27.84%) Apache Cassandra
6 24 (24.74%) SQL
7 22 (22.68%) Linux
7 22 (22.68%) Open Source
7 22 (22.68%) Apache Spark
8 21 (21.65%) JavaScript
9 20 (20.62%) Security Cleared
9 20 (20.62%) Degree
10 19 (19.59%) Software Engineering
11 18 (18.56%) B2B
11 18 (18.56%) Elasticsearch
12 17 (17.53%) Internet of Things
12 17 (17.53%) Data Engineering
12 17 (17.53%) B2C
12 17 (17.53%) Internet
12 17 (17.53%) SQL Server
12 17 (17.53%) Python
12 17 (17.53%) Scrum
12 17 (17.53%) Data Architecture
12 17 (17.53%) SC Cleared
13 14 (14.43%) Amazon AWS
13 14 (14.43%) Computer Science
13 14 (14.43%) JIRA
13 14 (14.43%) Hadoop YARN
14 13 (13.40%) Docker
14 13 (13.40%) Jenkins

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 22 (22.68%) Apache Spark
2 18 (18.56%) Elasticsearch
3 9 (9.28%) Apache Pig
4 7 (7.22%) OpenStack
5 6 (6.19%) Apache
6 5 (5.15%) nginx
7 4 (4.12%) JBoss
8 3 (3.09%) Confluence
9 1 (1.03%) Oracle HTTP Server
9 1 (1.03%) Tomcat
Applications
1 7 (7.22%) MS Excel
Cloud Services
1 14 (14.43%) Amazon AWS
2 10 (10.31%) SaaS
3 7 (7.22%) IaaS
3 7 (7.22%) Microsoft Azure
3 7 (7.22%) PaaS
4 1 (1.03%) OpenShift
Communications & Networking
1 17 (17.53%) Internet
2 7 (7.22%) IPv4
3 6 (6.19%) HTTP
4 4 (4.12%) Firewall
5 3 (3.09%) Network Security
5 3 (3.09%) TCP/IP
6 2 (2.06%) LAN
6 2 (2.06%) WAN
7 1 (1.03%) LDAP
7 1 (1.03%) NAS
7 1 (1.03%) SAN
7 1 (1.03%) Wireless
Database & Business Intelligence
1 40 (41.24%) Hadoop
2 27 (27.84%) Apache Cassandra
3 17 (17.53%) SQL Server
4 10 (10.31%) MongoDB
5 9 (9.28%) Apache Hive
6 8 (8.25%) NoSQL
7 6 (6.19%) Relational Database
8 5 (5.15%) Data Warehouse
8 5 (5.15%) HBase
8 5 (5.15%) Oracle Database
8 5 (5.15%) Oracle Database 11g
8 5 (5.15%) PowerCenter
8 5 (5.15%) Redis
8 5 (5.15%) Riak
8 5 (5.15%) Sqoop
9 4 (4.12%) Neo4j
10 3 (3.09%) Apache Accumulo
10 3 (3.09%) Pentaho
10 3 (3.09%) PostgreSQL
11 2 (2.06%) Amazon DynamoDB
Development Applications
1 14 (14.43%) JIRA
2 13 (13.40%) Jenkins
3 11 (11.34%) Selenium
4 6 (6.19%) Bugzilla
4 6 (6.19%) Git (software)
4 6 (6.19%) Subversion
4 6 (6.19%) Trac
5 3 (3.09%) Atlassian Bamboo
5 3 (3.09%) JMeter
5 3 (3.09%) Talend Open Studio
6 2 (2.06%) HP UFT
6 2 (2.06%) Ranorex
7 1 (1.03%) WebDriver
General
1 6 (6.19%) Finance
2 5 (5.15%) Telecoms
3 3 (3.09%) Games
3 3 (3.09%) Manufacturing
3 3 (3.09%) Marketing
4 2 (2.06%) Financial Institution
5 1 (1.03%) Billing
5 1 (1.03%) Retail
Job Titles
1 30 (30.93%) Developer
2 20 (20.62%) Architect
2 20 (20.62%) Big Data Architect
2 20 (20.62%) Data Architect
3 12 (12.37%) Software Engineer
4 10 (10.31%) C# Developer
4 10 (10.31%) Development Manager
4 10 (10.31%) Software Developer
5 9 (9.28%) Java Developer
6 8 (8.25%) Big Data Developer
6 8 (8.25%) Big Data Engineer
6 8 (8.25%) Data Engineer
7 7 (7.22%) Agile C# Developer
7 7 (7.22%) Agile Developer
7 7 (7.22%) C# Software Developer
7 7 (7.22%) Open Source Developer
7 7 (7.22%) Test Engineer
8 6 (6.19%) DevOps Engineer
9 5 (5.15%) Hadoop Engineer
9 5 (5.15%) Principal Engineer
Libraries, Frameworks & Software Standards
1 12 (12.37%) .NET
1 12 (12.37%) JSON
1 12 (12.37%) Web Services
1 12 (12.37%) XML
2 10 (10.31%) HTML
2 10 (10.31%) Kafka
2 10 (10.31%) RESTful
3 8 (8.25%) AngularJS
3 8 (8.25%) ELK Stack
4 7 (7.22%) .NET Framework
5 5 (5.15%) ASP.NET
5 5 (5.15%) CSS
5 5 (5.15%) J2EE
5 5 (5.15%) REST
5 5 (5.15%) Sensu
5 5 (5.15%) Twitter Bootstrap
5 5 (5.15%) WCF
5 5 (5.15%) WebSockets
6 4 (4.12%) Spring
7 3 (3.09%) ActiveMQ
Miscellaneous
1 17 (17.53%) Internet of Things
2 14 (14.43%) Computer Science
3 9 (9.28%) Visualisation
4 8 (8.25%) Algorithms
5 7 (7.22%) Cyberthreat
6 5 (5.15%) PKI
7 3 (3.09%) Wiki
8 2 (2.06%) Analytical Skills
8 2 (2.06%) Fintech
8 2 (2.06%) Social Media
9 1 (1.03%) Data Centre
9 1 (1.03%) FMCG
9 1 (1.03%) Xbox
Operating Systems
1 22 (22.68%) Linux
2 11 (11.34%) Red Hat Enterprise Linux
3 8 (8.25%) CentOS
3 8 (8.25%) Windows
4 7 (7.22%) Unix
5 5 (5.15%) Debian
6 3 (3.09%) Ubuntu
7 2 (2.06%) Windows Server
Processes & Methodologies
1 53 (54.64%) Agile Software Development
2 31 (31.96%) Analytics
3 22 (22.68%) Open Source
4 19 (19.59%) Software Engineering
5 18 (18.56%) B2B
6 17 (17.53%) B2C
6 17 (17.53%) Data Architecture
6 17 (17.53%) Data Engineering
6 17 (17.53%) Scrum
7 13 (13.40%) Cybersecurity
8 11 (11.34%) Machine Learning
9 10 (10.31%) High Availability
9 10 (10.31%) OOD
9 10 (10.31%) SOA
9 10 (10.31%) Test Automation
10 9 (9.28%) Automation Testing
10 9 (9.28%) BDD
10 9 (9.28%) Information Governance
11 8 (8.25%) Automated Testing
11 8 (8.25%) DevOps
Programming Languages
1 42 (43.30%) Java
2 24 (24.74%) SQL
3 21 (21.65%) JavaScript
4 17 (17.53%) Python
5 12 (12.37%) Bash Shell
5 12 (12.37%) C#
6 5 (5.15%) Shell Script
7 3 (3.09%) Jython
8 2 (2.06%) C
8 2 (2.06%) T-SQL
9 1 (1.03%) Perl
9 1 (1.03%) PowerShell
9 1 (1.03%) Ruby
9 1 (1.03%) Scala
9 1 (1.03%) VB.NET
Qualifications
1 20 (20.62%) Degree
1 20 (20.62%) Security Cleared
2 17 (17.53%) SC Cleared
3 7 (7.22%) PhD
4 3 (3.09%) DV Cleared
4 3 (3.09%) ISEB
5 1 (1.03%) A+ Certification
5 1 (1.03%) CISSP
5 1 (1.03%) CREST Certified
5 1 (1.03%) GCIA
5 1 (1.03%) GCIH
5 1 (1.03%) GIAC
5 1 (1.03%) GREM
5 1 (1.03%) MBA
Quality Assurance & Compliance
1 3 (3.09%) QA
2 2 (2.06%) PCI DSS
System Software
1 13 (13.40%) Docker
2 10 (10.31%) HDFS
3 9 (9.28%) Apache ZooKeeper
4 8 (8.25%) VMware Infrastructure
5 7 (7.22%) KVM
5 7 (7.22%) VirtualBox
6 1 (1.03%) Virtual Servers
Systems Management
1 14 (14.43%) Hadoop YARN
2 10 (10.31%) Kibana
3 5 (5.15%) Ambari
3 5 (5.15%) Ansible
3 5 (5.15%) Graphite
3 5 (5.15%) Kubernetes
3 5 (5.15%) logstash
3 5 (5.15%) Puppet
3 5 (5.15%) Terraform
4 3 (3.09%) SCCM
5 2 (2.06%) EnCase
Vendors
1 8 (8.25%) Oracle
1 8 (8.25%) VMware
2 7 (7.22%) Red Hat
3 5 (5.15%) Informatica
4 3 (3.09%) HP
4 3 (3.09%) Splunk
4 3 (3.09%) Talend
5 2 (2.06%) Capita
5 2 (2.06%) Cisco
5 2 (2.06%) Citrix
5 2 (2.06%) Cloudera
5 2 (2.06%) IBM
5 2 (2.06%) Juniper
6 1 (1.03%) ArcSight
6 1 (1.03%) CA
6 1 (1.03%) ServiceNow
Reading, Berkshire
Coal IT Services
Salary: £33,000 per annum + Excellent Bens and Bonus
Posted: 3 days ago
Reading
Hays West And Wales
Salary: £28000.00 - £35000.00 per annum + Benefits
Posted: 7 days ago
Reading
Computer Futures
Salary: £40000 - £66000 per annum + Car Allowance, Pension
Posted: 2 days ago