The following table provides summary statistics for permanent job vacancies advertised in Reading with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
Berkshire / Reading
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 82 91 118
Rank change year-on-year +9 +27  
Permanent jobs citing Big Data 28 42 30
As % of all permanent IT jobs advertised in Reading 2.18% 2.32% 1.33%
As % of the Database & Business Intelligence category 9.56% 8.73% 4.59%
Number of salaries quoted 20 52 16
Median salary £60,000 £40,000 £60,000
Median salary % change year-on-year +50.00% -33.33%  
90% offered a salary of more than £40,400 £35,800 £51,250
10% offered a salary of more than £73,500 £71,250 £81,875
UK excluding London median salary £52,500 £55,000 £47,500
% change year-on-year -4.54% +15.78%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Reading with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Reading
Permanent job vacancies with a requirement for database and business intelligence skills 293 481 653
As % of all permanent IT job vacancies advertised in Reading 22.77% 26.55% 28.92%
Number of salaries quoted 532 863 1167
Median salary £45,000 £45,000 £47,500
Median salary % change year-on-year - -5.26%  
90% offered a salary of more than £31,025 £32,500 £32,500
10% offered a salary of more than £72,500 £70,000 £62,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Reading

Job postings citing Big Data as a percentage of all IT jobs advertised in Reading.

Job vacancy trend for Big Data 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 in Reading.

Salary trend for Big Data in Reading

Big Data
Salary Histogram in Reading

The salary distribution of IT jobs citing Big Data in Reading over the 3 months to 28 June 2017.

Salary histogram for Big Data in Reading

For the 6 months to 28 June 2017, 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 48 (55.17%) Java
2 44 (50.57%) Software Engineering
2 44 (50.57%) Degree
2 44 (50.57%) Mentoring
3 43 (49.43%) Agile Software Development
4 42 (48.28%) Oracle
5 41 (47.13%) Hadoop
6 37 (42.53%) Master's Degree
7 31 (35.63%) Machine Learning
8 27 (31.03%) NoSQL
8 27 (31.03%) Web Services
9 26 (29.89%) Regression Testing
9 26 (29.89%) REST
10 25 (28.74%) Scrum
11 24 (27.59%) Software Architecture
11 24 (27.59%) QA
11 24 (27.59%) Virtual Team
12 23 (26.44%) Open Source
13 22 (25.29%) Social Media
14 20 (22.99%) Security Cleared
15 19 (21.84%) SC Cleared
15 19 (21.84%) Algorithms
16 17 (19.54%) Python
16 17 (19.54%) SQL
17 16 (18.39%) JavaScript
17 16 (18.39%) Data Mining
18 14 (16.09%) HBase
18 14 (16.09%) JIRA
19 12 (13.79%) Linux
20 11 (12.64%) AngularJS

Big Data
Co-occurring 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 11 (12.64%) Apache Spark
2 5 (5.75%) Confluence
3 4 (4.60%) Apache Solr
3 4 (4.60%) Elasticsearch
4 2 (2.30%) CMS
4 2 (2.30%) SharePoint
5 1 (1.15%) IIS
Applications
1 1 (1.15%) Microsoft Office
Business Applications
1 2 (2.30%) Fredhopper
Cloud Services
1 7 (8.05%) Amazon AWS
2 6 (6.90%) Microsoft Azure
3 5 (5.75%) SaaS
4 2 (2.30%) Cortana Intelligence Suite
5 1 (1.15%) Google Cloud Platform
Communications & Networking
1 1 (1.15%) DHCP
1 1 (1.15%) DNS
1 1 (1.15%) Firewall
1 1 (1.15%) HTTP
1 1 (1.15%) TCP/IP
Database & Business Intelligence
1 41 (47.13%) Hadoop
2 27 (31.03%) NoSQL
3 16 (18.39%) Data Mining
4 14 (16.09%) HBase
5 8 (9.20%) PostgreSQL
5 8 (9.20%) Relational Database
6 7 (8.05%) Apache Hive
6 7 (8.05%) MongoDB
6 7 (8.05%) Neo4j
6 7 (8.05%) Pentaho
7 3 (3.45%) MySQL
7 3 (3.45%) SQL Server
8 2 (2.30%) Azure SQL Database
8 2 (2.30%) Data Lake
8 2 (2.30%) Data Warehouse
8 2 (2.30%) Endeca
8 2 (2.30%) Microsoft Analysis Services
8 2 (2.30%) Power BI
8 2 (2.30%) RDBMS
8 2 (2.30%) SQL Server Reporting Services
Development Applications
1 14 (16.09%) JIRA
2 8 (9.20%) JUnit
3 7 (8.05%) Selenium
3 7 (8.05%) Talend Open Studio
4 4 (4.60%) Jenkins
5 3 (3.45%) Grunt
5 3 (3.45%) gulp
6 2 (2.30%) Git (software)
7 1 (1.15%) Atlassian Bamboo
7 1 (1.15%) JMeter
7 1 (1.15%) Karma Test Runner
7 1 (1.15%) Maven
7 1 (1.15%) Mocha
7 1 (1.15%) Yeoman
General
1 3 (3.45%) Marketing
2 2 (2.30%) Finance
2 2 (2.30%) Military
Job Titles
1 20 (22.99%) Developer
2 11 (12.64%) Big Data Engineer
2 11 (12.64%) Data Engineer
3 9 (10.34%) Java Engineer
3 9 (10.34%) UI Engineer
4 8 (9.20%) Data Scientist
4 8 (9.20%) Software Developer
4 8 (9.20%) Test Engineer
5 7 (8.05%) Big Data Developer
6 6 (6.90%) Consultant
7 5 (5.75%) Development Director
7 5 (5.75%) Machine Learning Engineer
7 5 (5.75%) Open Source Developer
7 5 (5.75%) Oracle Developer
7 5 (5.75%) QA Engineer
7 5 (5.75%) QA Test Engineer
7 5 (5.75%) Scrum Master
7 5 (5.75%) Software Development Director
8 4 (4.60%) Technical Leader
8 4 (4.60%) Technical Manager
Libraries, Frameworks & Software Standards
1 27 (31.03%) Web Services
2 26 (29.89%) REST
3 11 (12.64%) AngularJS
4 10 (11.49%) HTML
4 10 (11.49%) HTML5
5 9 (10.34%) D3.js
5 9 (10.34%) jQuery
5 9 (10.34%) KnockoutJS
5 9 (10.34%) Node.js
5 9 (10.34%) RequireJS
6 8 (9.20%) Hibernate
6 8 (9.20%) scikit-learn
7 7 (8.05%) ActiveMQ
7 7 (8.05%) Apache Camel
7 7 (8.05%) Apache CXF
7 7 (8.05%) Drools
7 7 (8.05%) jBPM
8 6 (6.90%) Elastic Stack
8 6 (6.90%) Kafka
9 5 (5.75%) Spring
Miscellaneous
1 24 (27.59%) Virtual Team
2 22 (25.29%) Social Media
3 19 (21.84%) Algorithms
4 8 (9.20%) Greenfield Project
5 6 (6.90%) Analytical Skills
5 6 (6.90%) Computer Science
6 3 (3.45%) Data Centre
7 2 (2.30%) Enterprise Software
8 1 (1.15%) Clustering
8 1 (1.15%) Cyber Defence
8 1 (1.15%) Smart Meter
8 1 (1.15%) User Experience
Operating Systems
1 12 (13.79%) Linux
2 7 (8.05%) CentOS
2 7 (8.05%) Ubuntu
3 3 (3.45%) Windows
4 1 (1.15%) AIX
4 1 (1.15%) HPUX
4 1 (1.15%) Solaris
4 1 (1.15%) Unix
4 1 (1.15%) Windows Server
4 1 (1.15%) Windows Server 2003
4 1 (1.15%) Windows Server 2008
Processes & Methodologies
1 44 (50.57%) Mentoring
1 44 (50.57%) Software Engineering
2 43 (49.43%) Agile Software Development
3 31 (35.63%) Machine Learning
4 26 (29.89%) Regression Testing
5 25 (28.74%) Scrum
6 24 (27.59%) Software Architecture
7 23 (26.44%) Open Source
8 11 (12.64%) Analytics
9 10 (11.49%) Service Delivery
10 9 (10.34%) BDD
10 9 (10.34%) Coaching
10 9 (10.34%) Project Management
10 9 (10.34%) TDD
10 9 (10.34%) Test Automation
10 9 (10.34%) Unit Testing
11 8 (9.20%) Actionable Insight
11 8 (9.20%) Infrastructure Management
11 8 (9.20%) Multithreading
11 8 (9.20%) Process Improvement
Programming Languages
1 48 (55.17%) Java
2 17 (19.54%) Python
2 17 (19.54%) SQL
3 16 (18.39%) JavaScript
4 7 (8.05%) Jython
4 7 (8.05%) Scala
5 2 (2.30%) C#
5 2 (2.30%) C++
5 2 (2.30%) Perl
5 2 (2.30%) PHP
5 2 (2.30%) Shell Script
6 1 (1.15%) Bash Shell
6 1 (1.15%) C
6 1 (1.15%) Go
6 1 (1.15%) Ruby
Qualifications
1 44 (50.57%) Degree
2 37 (42.53%) Master's Degree
3 20 (22.99%) Security Cleared
4 19 (21.84%) SC Cleared
5 6 (6.90%) Computer Science Degree
6 1 (1.15%) ISEB
6 1 (1.15%) ITIL Certification
6 1 (1.15%) PMI Certification
6 1 (1.15%) PMP
Quality Assurance & Compliance
1 24 (27.59%) QA
2 1 (1.15%) FedRAMP
2 1 (1.15%) ISO/IEC 27001
System Software
1 2 (2.30%) VMware Infrastructure
2 1 (1.15%) Active Directory
2 1 (1.15%) Docker
2 1 (1.15%) VMware ESXi
Systems Management
1 2 (2.30%) Icinga
1 2 (2.30%) Opscode Chef
1 2 (2.30%) Puppet
1 2 (2.30%) vRealize
2 1 (1.15%) Ansible
2 1 (1.15%) McAfee ePO
2 1 (1.15%) rkt
Vendors
1 42 (48.28%) Oracle
2 8 (9.20%) Jaspersoft
3 7 (8.05%) Talend
4 5 (5.75%) Microsoft
5 3 (3.45%) VMware
6 2 (2.30%) Cisco
6 2 (2.30%) Dell
6 2 (2.30%) EMC
6 2 (2.30%) HP
6 2 (2.30%) ServiceNow
7 1 (1.15%) ArcSight
7 1 (1.15%) Citrix
7 1 (1.15%) Google
7 1 (1.15%) LogRhythm
7 1 (1.15%) McAfee
7 1 (1.15%) SAP
7 1 (1.15%) Splunk
Reading, Berkshire
ANSON MCCADE
Salary: £35,000 - £40,000 and comprehensive package
Posted: Yesterday
Reading
Energon Global
Salary: £60000.00 - £70000 per annum + benefits
Posted: Yesterday
Reading
Computer Futures
Salary: £45000 - £60000 per annum + competitive
Posted: 7 days ago
Reading, Berkshire
Martin & Conley
Salary: £30000 - £35000 per annum + £15K OTE - Uncapped!
Posted: 3 hours ago
Reading, Berkshire
Martin & Conley
Salary: £30000 - £35000 per annum + £15K Uncapped OTE!
Posted: 2 hours ago
Reading
Montash Limited
Salary: £50000 - £55000 per annum + car allowance and benefits
Posted: 12 days ago