Period
to 22 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Reading with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 22 July 2017 with a comparison to the same period in the previous 2 years.

Analytics
Berkshire > Reading
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 79 65 100
Rank change year-on-year -14 +35 +52
Permanent jobs citing Analytics 87 159 139
As % of all permanent IT jobs advertised in Reading 3.50% 4.28% 2.90%
As % of the Processes & Methodologies category 4.18% 4.78% 3.40%
Number of salaries quoted 67 159 98
Reading median annual salary £50,000 £50,000 £50,000
10th Percentile £26,775 £29,750 £32,500
90th Percentile £75,400 £70,000 £86,875
Berkshire median annual salary £54,000 £50,000 £50,000
% change year-on-year +8.00% - -

Analytics is in the process and methodology 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 process and methodology skills.

Process & Methodology Skills
Reading
Permanent job vacancies with a requirement for process and methodology skills 2081 3325 4094
As % of all permanent IT job vacancies advertised in Reading 83.64% 89.41% 85.51%
Number of salaries quoted 1633 2631 2821
Reading median annual salary £47,500 £50,000 £49,000
Median salary % change year-on-year -5.00% +2.04% +3.16%
10th Percentile £27,000 £31,250 £27,500
90th Percentile £72,500 £71,250 £75,000
Berkshire median annual salary £50,000 £50,000 £50,000

Analytics
Job Vacancy Trend in Reading

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

Job vacancy trend for Analytics in Reading

Analytics
Salary Trend in Reading

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in Reading.

Salary trend for Analytics in Reading

Analytics
Salary Histogram in Reading

The salary distribution of IT jobs citing Analytics in Reading over the 6 months to 22 July 2017.

Salary histogram for Analytics in Reading

For the 6 months to 22 July 2017, IT jobs citing Analytics 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 Analytics.

1 26 (29.89%) Data Analytics
2 24 (27.59%) SQL
3 20 (22.99%) Analytical Skills
4 19 (21.84%) Business Intelligence
5 18 (20.69%) Big Data
6 16 (18.39%) Python
6 16 (18.39%) Agile Software Development
7 13 (14.94%) Linux
8 12 (13.79%) Data Modelling
8 12 (13.79%) Java
8 12 (13.79%) Windows
9 11 (12.64%) Bash Shell
9 11 (12.64%) C#
9 11 (12.64%) Continuous Integration
10 10 (11.49%) Security Cleared
10 10 (11.49%) ITIL
10 10 (11.49%) SharePoint
10 10 (11.49%) Finance
10 10 (11.49%) Hadoop
11 9 (10.34%) DevOps
11 9 (10.34%) Firewall
11 9 (10.34%) Project Management
11 9 (10.34%) SQL Server
11 9 (10.34%) SQL Server Integration Services
11 9 (10.34%) Marketing
12 8 (9.20%) Degree
12 8 (9.20%) Computer Science
12 8 (9.20%) Robotics
12 8 (9.20%) JavaScript
12 8 (9.20%) C

Analytics
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 10 (11.49%) SharePoint
2 8 (9.20%) SharePoint 2013
3 6 (6.90%) Apache Spark
4 5 (5.75%) Elasticsearch
5 3 (3.45%) JBoss
6 1 (1.15%) IIS
6 1 (1.15%) SAS
Applications
1 6 (6.90%) Microsoft Excel
2 5 (5.75%) Microsoft Office
3 3 (3.45%) Microsoft PowerPoint
Business Applications
1 3 (3.45%) SAP HR
2 2 (2.30%) FastStats
Cloud Services
1 4 (4.60%) SaaS
2 3 (3.45%) Amazon AWS
2 3 (3.45%) Microsoft Azure
3 2 (2.30%) Amazon CloudWatch
3 2 (2.30%) Amazon EC2
3 2 (2.30%) Cortana Intelligence Suite
3 2 (2.30%) IBM Blueworks
4 1 (1.15%) Azure Data Factory
4 1 (1.15%) Data Lake Analytics
4 1 (1.15%) Trello
Communications & Networking
1 9 (10.34%) Firewall
2 5 (5.75%) RFID
2 5 (5.75%) WLAN
3 4 (4.60%) TCP/IP
4 3 (3.45%) FCoE
4 3 (3.45%) SNMP
5 2 (2.30%) Internet
6 1 (1.15%) Cisco ASA
6 1 (1.15%) Cisco PIX
6 1 (1.15%) DHCP
6 1 (1.15%) DNS
6 1 (1.15%) SAN
6 1 (1.15%) SSH
6 1 (1.15%) TACACS
6 1 (1.15%) VPN
Database & Business Intelligence
1 18 (20.69%) Big Data
2 10 (11.49%) Hadoop
3 9 (10.34%) SQL Server
3 9 (10.34%) SQL Server Integration Services
4 8 (9.20%) Data Warehouse
5 7 (8.05%) Relational Database
6 6 (6.90%) SQL Server Reporting Services
7 5 (5.75%) Apache Hive
7 5 (5.75%) Impala
7 5 (5.75%) Power BI
7 5 (5.75%) QlikView
8 4 (4.60%) MongoDB
8 4 (4.60%) Pentaho
8 4 (4.60%) PostgreSQL
8 4 (4.60%) SQL Server Analysis Services
9 3 (3.45%) Data Lake
9 3 (3.45%) Data Mining
9 3 (3.45%) Neo4j
10 2 (2.30%) Azure SQL Database
10 2 (2.30%) Blockchain
Development Applications
1 6 (6.90%) JIRA
2 4 (4.60%) MSTest
2 4 (4.60%) Selenium
2 4 (4.60%) Visual Studio
2 4 (4.60%) WebDriver
3 3 (3.45%) Redmine
3 3 (3.45%) Talend Open Studio
4 2 (2.30%) NUnit
4 2 (2.30%) TeamCity
4 2 (2.30%) webpack
5 1 (1.15%) Bugzilla
5 1 (1.15%) CruiseControl
5 1 (1.15%) Git (software)
5 1 (1.15%) Jenkins
5 1 (1.15%) Selenium IDE
General
1 10 (11.49%) Finance
2 9 (10.34%) Marketing
3 7 (8.05%) Retail
4 5 (5.75%) Manufacturing
5 2 (2.30%) Back Office
5 2 (2.30%) Banking
6 1 (1.15%) Pharmaceutical
6 1 (1.15%) Telecoms
Job Titles
1 29 (33.33%) Analyst
2 13 (14.94%) Consultant
2 13 (14.94%) Data Analyst
3 12 (13.79%) Analytics Manager
4 9 (10.34%) DevOps Engineer
4 9 (10.34%) Senior Manager
5 8 (9.20%) Business Intelligence Analyst
5 8 (9.20%) Developer
5 8 (9.20%) SharePoint Analyst
5 8 (9.20%) SharePoint Consultant
6 7 (8.05%) Architect
6 7 (8.05%) Business Manager
7 6 (6.90%) Performance Analyst
8 5 (5.75%) Business Intelligence Manager
8 5 (5.75%) Senior Analyst
8 5 (5.75%) Senior Business Intelligence Analyst
8 5 (5.75%) Senior Business Manager
8 5 (5.75%) Solutions Architect
9 4 (4.60%) Account Manager
9 4 (4.60%) Senior Developer
Libraries, Frameworks & Software Standards
1 7 (8.05%) AngularJS
2 5 (5.75%) Kafka
2 5 (5.75%) MLlib
3 4 (4.60%) .NET
3 4 (4.60%) Node.js
4 3 (3.45%) ActiveMQ
4 3 (3.45%) Apache Camel
4 3 (3.45%) Apache CXF
4 3 (3.45%) D3.js
4 3 (3.45%) Drools
4 3 (3.45%) Elastic Stack
4 3 (3.45%) jBPM
4 3 (3.45%) jQuery
4 3 (3.45%) Middleware
4 3 (3.45%) Spring
4 3 (3.45%) XML
5 2 (2.30%) Dojo
5 2 (2.30%) DOM
5 2 (2.30%) Material Design
5 2 (2.30%) Redux
Miscellaneous
1 20 (22.99%) Analytical Skills
2 8 (9.20%) Computer Science
2 8 (9.20%) Robotics
3 5 (5.75%) Cyberthreat
3 5 (5.75%) Mobile Computing
3 5 (5.75%) Renewable Energy
4 4 (4.60%) Data Structures
5 3 (3.45%) Data Centre
5 3 (3.45%) Greenfield Project
5 3 (3.45%) Social Media
5 3 (3.45%) User Experience
6 2 (2.30%) Client/Server
6 2 (2.30%) FMCG
6 2 (2.30%) Internet of Things
6 2 (2.30%) Linux Command Line
7 1 (1.15%) Algorithms
7 1 (1.15%) Clustering
7 1 (1.15%) iPad
7 1 (1.15%) Smart Meter
Operating Systems
1 13 (14.94%) Linux
2 12 (13.79%) Windows
3 5 (5.75%) Android
3 5 (5.75%) Apple iOS
3 5 (5.75%) Unix
3 5 (5.75%) Windows Mobile
4 4 (4.60%) CentOS
5 3 (3.45%) Ubuntu
6 2 (2.30%) AIX
6 2 (2.30%) HPUX
6 2 (2.30%) Windows Server
6 2 (2.30%) Windows Server 2008
7 1 (1.15%) Solaris
7 1 (1.15%) Windows Server 2003
7 1 (1.15%) Windows Server 2012
Processes & Methodologies
1 26 (29.89%) Data Analytics
2 19 (21.84%) Business Intelligence
3 16 (18.39%) Agile Software Development
4 12 (13.79%) Data Modelling
5 11 (12.64%) Continuous Integration
6 10 (11.49%) ITIL
7 9 (10.34%) DevOps
7 9 (10.34%) Project Management
8 8 (9.20%) Change Control
8 8 (9.20%) Machine Learning
8 8 (9.20%) Mentoring
8 8 (9.20%) Protective Monitoring
8 8 (9.20%) SDLC
9 7 (8.05%) ETL
9 7 (8.05%) Scrum
10 6 (6.90%) Business Analysis
10 6 (6.90%) Data Analysis
10 6 (6.90%) SIEM
10 6 (6.90%) Statistics
10 6 (6.90%) TDD
Programming Languages
1 24 (27.59%) SQL
2 16 (18.39%) Python
3 12 (13.79%) Java
4 11 (12.64%) Bash Shell
4 11 (12.64%) C#
5 8 (9.20%) C
5 8 (9.20%) JavaScript
6 7 (8.05%) C++
7 6 (6.90%) Perl
7 6 (6.90%) T-SQL
8 5 (5.75%) Scala
9 3 (3.45%) Jython
9 3 (3.45%) Korn
10 2 (2.30%) TypeScript
10 2 (2.30%) VB
11 1 (1.15%) MATLAB
11 1 (1.15%) R
11 1 (1.15%) Ruby
11 1 (1.15%) VBA
Qualifications
1 10 (11.49%) Security Cleared
2 8 (9.20%) Degree
2 8 (9.20%) DV Cleared
3 7 (8.05%) CISSP
4 6 (6.90%) ITIL Certification
5 4 (4.60%) CISA
5 4 (4.60%) CISM
5 4 (4.60%) Computer Science Degree
6 3 (3.45%) CCNA
6 3 (3.45%) Cisco Certification
6 3 (3.45%) CompTIA Security+
6 3 (3.45%) GIAC
6 3 (3.45%) Linux+ Certification
6 3 (3.45%) MCSE
6 3 (3.45%) Microsoft Certification
6 3 (3.45%) Network+ Certification
6 3 (3.45%) SANS
6 3 (3.45%) Security+ Certification
6 3 (3.45%) SSCP
7 2 (2.30%) SC Cleared
Quality Assurance & Compliance
1 3 (3.45%) QA
1 3 (3.45%) SLA
2 2 (2.30%) Data Quality
System Software
1 4 (4.60%) VMware ESXi
2 3 (3.45%) NFS
2 3 (3.45%) Samba
3 2 (2.30%) Active Directory
4 1 (1.15%) Hyper-V
Systems Management
1 6 (6.90%) Ansible
2 5 (5.75%) Kibana
2 5 (5.75%) Puppet
3 3 (3.45%) Nagios
3 3 (3.45%) vCenter Server
4 1 (1.15%) McAfee ePO
Vendors
1 8 (9.20%) Microsoft
2 5 (5.75%) SAP
3 4 (4.60%) VMware
4 3 (3.45%) EMC
4 3 (3.45%) HP
4 3 (3.45%) NetApp
4 3 (3.45%) Remedy
4 3 (3.45%) SolarWinds
4 3 (3.45%) Talend
5 2 (2.30%) IBM
5 2 (2.30%) Pega
5 2 (2.30%) Salesforce.com
5 2 (2.30%) Splunk
5 2 (2.30%) Tableau
5 2 (2.30%) webMethods
6 1 (1.15%) ArcSight
6 1 (1.15%) CyberArk
6 1 (1.15%) Dell
6 1 (1.15%) LogRhythm
6 1 (1.15%) ServiceNow
Reading
Energize Recruitment Solutions Ltd
Salary: £55000 - £65000 per annum + Corporate Benefits
Posted: 2 days ago
Reading
Mint
Salary: £35000 - £45000 per annum
Posted: 6 days ago
Reading, Berkshire
Digital Vision Search Ltd
Salary: From £20,000 to £30,000 per annum + Excellent Benefits
Posted: 4 days ago
Reading, Berkshire
Digital Vision Search Ltd
Salary: From £20,000 to £30,000 per annum +Benefits
Posted: 5 days ago
Reading, Berkshire
Digital Vision Search Ltd
Salary: From £20,000 to £30,000 per annum + Excellent Benefits
Posted: 5 days ago
Reading
Computer Futures
Salary: £80000 - £90000 per annum + competitive
Posted: 5 days ago
Reading, Berkshire
CGI
Salary: £25000 - £60000 per annum + benefits
Posted: 9 days ago
Reading
Computer Futures
Salary: £65000 - £100000 per annum
Posted: 9 days ago
Reading
Computer Futures
Salary: £65000 - £100000 per annum
Posted: 9 days ago
Reading
Hays West And Wales
Salary: £33000.00 - £38000.00 per annum
Posted: 23 days ago
Reading
Computer Futures
Salary: £70000 - £100000 per annum + competitive
Posted: 13 days ago
Reading
Energize Recruitment Solutions Ltd
Salary: £60000 - £65000 per annum
Posted: 23 days ago