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

3 months to
25 May 2016
Same period 2015 Same period 2014
Big Data
Rank 67 127 132
Rank change year-on-year
+60 +5
Permanent jobs citing Big Data 67 26 11
As % of all permanent IT jobs located in Reading 3.85% 1.14% 0.47%
As % of the Database & Business Intelligence category 13.84% 4.39% 2.10%
Number of salaries quoted 60 15 8
Median salary £41,500 £60,000 £70,000
Median salary % change year-on-year
-30.83% -14.28%
90% offered a salary of more than £37,250 £52,000 £41,750
10% offered a salary of more than £57,500 £79,000 £80,500
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
484 592 523
As % of all permanent IT jobs located in Reading 27.82% 26.03% 22.55%
Number of salaries quoted 426 495 439
Median salary £47,500 £49,500 £46,000
Median salary % change year-on-year
-4.04% +7.60%
90% offered a salary of more than £35,000 £32,500 £30,000
10% offered a salary of more than £60,000 £65,000 £67,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 25 May 2016.

Big Data Salary Histogram in Reading

Big Data
Top 30 Related IT Skills in Reading

For the 6 months to 25 May 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 90 (38.14%) Smart Meter
2 88 (37.29%) Degree
3 84 (35.59%) Mobile App
4 76 (32.20%) SQL
5 62 (26.27%) Agile Software Development
6 59 (25.00%) Java
7 53 (22.46%) Management Information System
8 51 (21.61%) ITIL
9 50 (21.19%) Finance
10 48 (20.34%) .NET
10 48 (20.34%) Analytics
11 46 (19.49%) CITP
12 45 (19.07%) Python
13 44 (18.64%) JavaScript
14 41 (17.37%) Data Analysis
15 38 (16.10%) C#
16 37 (15.68%) Change Management
16 37 (15.68%) NoSQL
17 36 (15.25%) Security Cleared
17 36 (15.25%) HTML
18 34 (14.41%) Linux
18 34 (14.41%) Hadoop
18 34 (14.41%) Amazon AWS
19 31 (13.14%) Data Modelling
19 31 (13.14%) Business Intelligence
19 31 (13.14%) Telecoms
20 30 (12.71%) Data Management
20 30 (12.71%) Reverse Engineering
20 30 (12.71%) Open Source
21 29 (12.29%) Analytical Skills

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 20 (8.47%) Elasticsearch
2 14 (5.93%) Apache
3 10 (4.24%) Apache Spark
3 10 (4.24%) OpenStack
4 8 (3.39%) nginx
4 8 (3.39%) SAS
5 5 (2.12%) Apache Pig
6 1 (0.42%) Exchange Server 2007
6 1 (0.42%) Exchange Server 2013
6 1 (0.42%) JBoss
6 1 (0.42%) MS Exchange
6 1 (0.42%) Node.js
6 1 (0.42%) Oracle HTTP Server
6 1 (0.42%) SharePoint
6 1 (0.42%) Skype for Business
6 1 (0.42%) Tomcat
Applications
1 23 (9.75%) MS Excel
2 18 (7.63%) SPSS
3 4 (1.69%) MS Office
3 4 (1.69%) MS PowerPoint
Business Applications
1 13 (5.51%) SAP HR
1 13 (5.51%) SAP Payroll
2 1 (0.42%) SAP Oil and Gas
Cloud Services
1 34 (14.41%) Amazon AWS
2 10 (4.24%) IaaS
2 10 (4.24%) Microsoft Azure
2 10 (4.24%) PaaS
3 6 (2.54%) SaaS
4 2 (0.85%) Cloud Computing
Communications & Networking
1 10 (4.24%) HTTP
1 10 (4.24%) IPv4
2 8 (3.39%) Wireless
3 5 (2.12%) SSL
4 4 (1.69%) Intrusion Detection
4 4 (1.69%) TCP/IP
5 3 (1.27%) Firewall
6 2 (0.85%) 5G
6 2 (0.85%) Broadband
6 2 (0.85%) Junos
6 2 (0.85%) LAN
6 2 (0.85%) Network Security
6 2 (0.85%) VoLTE
6 2 (0.85%) WAN
7 1 (0.42%) Internet
7 1 (0.42%) LDAP
7 1 (0.42%) NAS
7 1 (0.42%) SAN
Database & Business Intelligence
1 37 (15.68%) NoSQL
2 34 (14.41%) Hadoop
3 25 (10.59%) SQL Server
4 19 (8.05%) Apache Cassandra
5 18 (7.63%) BusinessObjects
6 17 (7.20%) MongoDB
6 17 (7.20%) Relational Database
7 16 (6.78%) Amazon DynamoDB
7 16 (6.78%) Data Mining
8 12 (5.08%) DataStage
8 12 (5.08%) IBM InfoSphere
9 11 (4.66%) RDBMS
9 11 (4.66%) Riak
10 10 (4.24%) Redis
11 9 (3.81%) Data Warehouse
12 7 (2.97%) GIS
13 6 (2.54%) MySQL
13 6 (2.54%) QualityStage
13 6 (2.54%) SAP BW
14 5 (2.12%) PowerCenter
Development Applications
1 22 (9.32%) ERwin
2 20 (8.47%) JIRA
3 19 (8.05%) Git (software)
4 18 (7.63%) Subversion
5 16 (6.78%) Jenkins
6 14 (5.93%) Bugzilla
6 14 (5.93%) Trac
7 9 (3.81%) Selenium
8 1 (0.42%) Ant
8 1 (0.42%) Maven
General
1 50 (21.19%) Finance
2 31 (13.14%) Telecoms
3 28 (11.86%) Retail
4 16 (6.78%) Marketing
5 11 (4.66%) Legal
6 8 (3.39%) Billing
7 6 (2.54%) Pharmaceutical
8 5 (2.12%) Law
8 5 (2.12%) Publishing
9 4 (1.69%) Games
10 2 (0.85%) Advertising
10 2 (0.85%) Financial Institution
Job Titles
1 57 (24.15%) Developer
2 50 (21.19%) Analyst
3 17 (7.20%) Software Developer
4 16 (6.78%) Architect
4 16 (6.78%) C# Developer
5 13 (5.51%) .NET Developer
6 12 (5.08%) Consultant
6 12 (5.08%) Data Analyst
6 12 (5.08%) Data Modeller
6 12 (5.08%) Software Engineer
7 11 (4.66%) C# Software Developer
8 9 (3.81%) Agile Developer
8 9 (3.81%) Big Data Developer
8 9 (3.81%) HR Analyst
8 9 (3.81%) Java Developer
8 9 (3.81%) SAP Analyst
8 9 (3.81%) SAP HR Analyst
9 8 (3.39%) C# .NET Developer
9 8 (3.39%) IT Manager
9 8 (3.39%) Senior Manager
Libraries, Frameworks & Software Standards
1 48 (20.34%) .NET
2 36 (15.25%) HTML
3 29 (12.29%) Web Services
4 28 (11.86%) CSS
5 22 (9.32%) ASP.NET
6 20 (8.47%) WCF
7 16 (6.78%) jQuery
7 16 (6.78%) JSON
7 16 (6.78%) XML
8 15 (6.36%) Kafka
9 13 (5.51%) Middleware
9 13 (5.51%) RESTful
10 11 (4.66%) Highcharts JS
11 8 (3.39%) .NET Framework
11 8 (3.39%) AngularJS
11 8 (3.39%) REST
11 8 (3.39%) Twitter Bootstrap
11 8 (3.39%) WebSockets
12 6 (2.54%) LINQ
13 5 (2.12%) LAMP
Miscellaneous
1 90 (38.14%) Smart Meter
2 84 (35.59%) Mobile App
3 53 (22.46%) Management Information System
4 29 (12.29%) Analytical Skills
5 26 (11.02%) Computer Science
6 18 (7.63%) Data Structures
7 10 (4.24%) FMCG
7 10 (4.24%) Freedom of Information
7 10 (4.24%) Xbox
8 8 (3.39%) Algorithms
8 8 (3.39%) PKI
8 8 (3.39%) Visualisation
9 6 (2.54%) Data Extraction
9 6 (2.54%) SCADA
10 5 (2.12%) Enterprise Software
10 5 (2.12%) Replication
11 4 (1.69%) Cyber Attack
11 4 (1.69%) Statistics
12 3 (1.27%) Data Centre
13 2 (0.85%) Mathematics
Operating Systems
1 34 (14.41%) Linux
2 26 (11.02%) Windows
3 17 (7.20%) Red Hat Enterprise Linux
4 8 (3.39%) CentOS
5 7 (2.97%) Unix
6 3 (1.27%) Debian
6 3 (1.27%) Windows Server
7 1 (0.42%) Windows Server 2008
Processes & Methodologies
1 62 (26.27%) Agile Software Development
2 51 (21.61%) ITIL
3 48 (20.34%) Analytics
4 41 (17.37%) Data Analysis
5 37 (15.68%) Change Management
6 31 (13.14%) Business Intelligence
6 31 (13.14%) Data Modelling
7 30 (12.71%) Data Management
7 30 (12.71%) Open Source
7 30 (12.71%) Reverse Engineering
8 28 (11.86%) Data Architecture
8 28 (11.86%) TOGAF
9 25 (10.59%) Information Management
9 25 (10.59%) Software Engineering
10 22 (9.32%) ETL
11 21 (8.90%) Quality Management
11 21 (8.90%) SIEM
11 21 (8.90%) User Stories
12 20 (8.47%) Cybersecurity
12 20 (8.47%) Predictive Analytics
Programming Languages
1 76 (32.20%) SQL
2 59 (25.00%) Java
3 45 (19.07%) Python
4 44 (18.64%) JavaScript
5 38 (16.10%) C#
6 18 (7.63%) Bash Shell
6 18 (7.63%) R
7 7 (2.97%) C
8 6 (2.54%) Ruby
9 5 (2.12%) PHP
9 5 (2.12%) Shell Script
10 3 (1.27%) Go
10 3 (1.27%) Perl
11 2 (0.85%) T-SQL
12 1 (0.42%) Scala
12 1 (0.42%) VB.NET
Qualifications
1 88 (37.29%) Degree
2 46 (19.49%) CITP
3 36 (15.25%) Security Cleared
4 22 (9.32%) SC Cleared
5 10 (4.24%) MBA
6 8 (3.39%) PhD
7 6 (2.54%) Microsoft Certification
7 6 (2.54%) Microsoft Certified Architect
7 6 (2.54%) PMI Certification
7 6 (2.54%) PMP
8 5 (2.12%) CISA
8 5 (2.12%) CISM
8 5 (2.12%) CISSP
8 5 (2.12%) ISACA
8 5 (2.12%) ISSEP
9 3 (1.27%) DV Cleared
10 1 (0.42%) ISEB
10 1 (0.42%) PRINCE2 Certification
Quality Assurance & Compliance
1 25 (10.59%) ISO/IEC 20000
2 20 (8.47%) ISO 9001
3 14 (5.93%) QA
4 13 (5.51%) Data Quality
5 10 (4.24%) TickIT
6 2 (0.85%) PCI DSS
7 1 (0.42%) COBIT
7 1 (0.42%) ISO/IEC 27001
System Software
1 15 (6.36%) HDFS
2 13 (5.51%) Docker
3 12 (5.08%) VMware Infrastructure
4 10 (4.24%) KVM
4 10 (4.24%) VirtualBox
5 8 (3.39%) Apache ZooKeeper
6 2 (0.85%) VMware ESXi
Systems Management
1 15 (6.36%) Hadoop YARN
2 11 (4.66%) Kibana
3 10 (4.24%) Ambari
3 10 (4.24%) EnCase
4 6 (2.54%) Ansible
5 5 (2.12%) Nagios
5 5 (2.12%) ZABBIX
6 3 (1.27%) Graphite
6 3 (1.27%) Kubernetes
6 3 (1.27%) logstash
6 3 (1.27%) Opscode Chef
6 3 (1.27%) Puppet
6 3 (1.27%) Terraform
7 2 (0.85%) CA Spectrum
7 2 (0.85%) SCCM
8 1 (0.42%) Symantec Enterprise Vault
Vendors
1 26 (11.02%) SAP
2 23 (9.75%) Oracle
3 22 (9.32%) Microsoft
4 18 (7.63%) Splunk
5 12 (5.08%) Cisco
5 12 (5.08%) VMware
6 11 (4.66%) Telerik
7 10 (4.24%) Fortinet
7 10 (4.24%) Red Hat
7 10 (4.24%) Trend Micro
8 8 (3.39%) IBM
9 7 (2.97%) ESRI
9 7 (2.97%) Tableau
10 5 (2.12%) Informatica
10 5 (2.12%) Juniper
11 4 (1.69%) HP
12 3 (1.27%) Qualys
12 3 (1.27%) Sourcefire
13 2 (0.85%) ArcSight
13 2 (0.85%) Google
Reading, Berkshire
Evolution Recruitment Solutions Ltd
Salary: Excellent Benefits Package
Posted: Yesterday
Reading, Berkshire
RecruitmentRevolution.com Limited
Salary: From £28,000 to £34,000 per annum
Posted: 4 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 6 days ago
Reading, Berkshire
EasyWebRecruitment.com
Salary: up to £50K + benefits
Posted: 6 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 8 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 8 days ago
Reading, Berkshire
CGI
Salary: £35000 - £55000 per annum
Posted: 14 days ago
Reading, Berkshire
CGI
Salary: £35000 - £60000 per annum + benefits
Posted: 14 days ago