The table below looks at the statistics for Analytics skills in IT jobs advertised for the Reading region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Analytics
Rank 71 65 120
Rank change year-on-year
-6 +55
Permanent jobs citing Analytics 57 84 26
As % of all permanent IT jobs located in Reading 3.44% 3.77% 1.05%
As % of the Processes & Methodologies category 3.91% 4.50% 1.26%
Number of salaries quoted 41 77 13
Median salary £62,500 £47,500 £55,000
Median salary % change year-on-year
+31.57% -13.63%
90% offered a salary of more than £31,000 £40,000 £35,500
10% offered a salary of more than £85,000 £65,000 £60,000
UK excluding London median salary £47,000 £45,000 £43,000
% change year-on-year
+4.44% +4.65%
Analytics
Berkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Reading region.

Processes & Methodologies Category
Reading
Permanent IT job ads with a match in the
Processes & Methodologies category
1457 1868 2059
As % of all permanent IT jobs located in Reading 87.98% 83.84% 83.33%
Number of salaries quoted 1083 1469 1396
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £35,000 £35,000 £33,500
10% offered a salary of more than £70,000 £80,000 £67,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Analytics
Jobs Demand Trend in Reading

The demand trend of job ads across the Reading region citing Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend in Reading

Analytics
Salary Trend in Reading

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

Analytics Salary Trend in Reading

Analytics
Salary Histogram in Reading

This chart provides a salary histogram for IT jobs citing Analytics across the Reading region over the 3 months to 28 September 2016.

Analytics Salary Histogram in Reading

Analytics
Top 30 Related IT Skills in Reading

For the 6 months to 28 September 2016, 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 46 (37.70%) Data Analytics
2 39 (31.97%) Linux
3 32 (26.23%) Big Data
4 31 (25.41%) Data Management
5 30 (24.59%) Unix
6 29 (23.77%) Presales
7 27 (22.13%) Agile Software Development
8 24 (19.67%) SQL
9 21 (17.21%) Hadoop
10 20 (16.39%) B2B
11 19 (15.57%) CSS
12 17 (13.93%) B2C
12 17 (13.93%) Internet
12 17 (13.93%) Data Architecture
12 17 (13.93%) Apache Cassandra
12 17 (13.93%) Apache Spark
12 17 (13.93%) Data Engineering
12 17 (13.93%) Internet of Things
13 16 (13.11%) Finance
13 16 (13.11%) SQL Server
14 15 (12.30%) Java
14 15 (12.30%) Degree
15 14 (11.48%) Ajax
15 14 (11.48%) HTML
15 14 (11.48%) SOA
16 13 (10.66%) JavaScript
16 13 (10.66%) Spring
17 11 (9.02%) MySQL
17 11 (9.02%) Analytical Skills
18 10 (8.20%) Twitter Bootstrap

Analytics
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 17 (13.93%) Apache Spark
2 4 (3.28%) JBoss
3 1 (0.82%) Apache
3 1 (0.82%) BizTalk Server
3 1 (0.82%) OpenStack
3 1 (0.82%) Oracle HTTP Server
3 1 (0.82%) SharePoint
3 1 (0.82%) SharePoint 2010
3 1 (0.82%) Tomcat
3 1 (0.82%) Tornado
Applications
1 10 (8.20%) MS Excel
2 3 (2.46%) MS Office
3 2 (1.64%) MS Visio
4 1 (0.82%) MS PowerPoint
Business Applications
1 2 (1.64%) Remedy ITSM
2 1 (0.82%) Dynamics AX
2 1 (0.82%) Dynamics CRM
2 1 (0.82%) SAP Oil and Gas
Cloud Services
1 8 (6.56%) SaaS
2 4 (3.28%) Amazon AWS
3 3 (2.46%) IaaS
3 3 (2.46%) PaaS
4 1 (0.82%) OpenShift
Communications & Networking
1 17 (13.93%) Internet
2 9 (7.38%) Firewall
3 8 (6.56%) Wireless
4 7 (5.74%) Cisco ASA
4 7 (5.74%) Cisco Nexus
4 7 (5.74%) F5 BIG-IP LTM
5 5 (4.10%) F5 BIG-IP GTM
5 5 (4.10%) VoIP
6 3 (2.46%) Network Security
6 3 (2.46%) TCP/IP
7 2 (1.64%) BIG-IP
7 2 (1.64%) Broadband
7 2 (1.64%) Cisco PIX
7 2 (1.64%) Cisco Wireless
7 2 (1.64%) Intrusion Detection
8 1 (0.82%) DNS
8 1 (0.82%) HTTP
8 1 (0.82%) LDAP
8 1 (0.82%) UMTS
8 1 (0.82%) VPN
Database & Business Intelligence
1 32 (26.23%) Big Data
2 21 (17.21%) Hadoop
3 17 (13.93%) Apache Cassandra
4 16 (13.11%) SQL Server
5 11 (9.02%) MySQL
6 6 (4.92%) Data Mining
7 4 (3.28%) MongoDB
8 3 (2.46%) GIS
8 3 (2.46%) Neo4j
8 3 (2.46%) Pentaho
8 3 (2.46%) PostgreSQL
9 2 (1.64%) BusinessObjects
9 2 (1.64%) MS Access
9 2 (1.64%) Oracle Reports
9 2 (1.64%) QlikView
9 2 (1.64%) Relational Database
10 1 (0.82%) Amazon DynamoDB
10 1 (0.82%) DTS
10 1 (0.82%) RDBMS
10 1 (0.82%) SQLite
Development Applications
1 6 (4.92%) Git (software)
2 4 (3.28%) Selenium
3 3 (2.46%) Talend Open Studio
4 2 (1.64%) HP UFT
4 2 (1.64%) Ranorex
4 2 (1.64%) WebDriver
5 1 (0.82%) MSTest
5 1 (0.82%) Selenium IDE
5 1 (0.82%) Subversion
5 1 (0.82%) Visual Studio
General
1 16 (13.11%) Finance
2 6 (4.92%) Marketing
3 5 (4.10%) Telecoms
4 2 (1.64%) Retail
5 1 (0.82%) Electronics
5 1 (0.82%) Manufacturing
Job Titles
1 29 (23.77%) Developer
2 23 (18.85%) Architect
2 23 (18.85%) Systems Engineer
3 17 (13.93%) Big Data Architect
3 17 (13.93%) Data Architect
4 16 (13.11%) Analyst
5 11 (9.02%) Java Developer
6 9 (7.38%) Junior
6 9 (7.38%) Operations Engineer
7 8 (6.56%) Network Engineer
8 7 (5.74%) Consultant
8 7 (5.74%) Lead Network Engineer
8 7 (5.74%) Network Operations Engineer
9 6 (4.92%) Data Analyst
9 6 (4.92%) PHP Developer
9 6 (4.92%) SQL Developer
10 5 (4.10%) Cisco Engineer
10 5 (4.10%) Cisco Network Engineer
10 5 (4.10%) Junior Developer
10 5 (4.10%) Junior Java Developer
Libraries, Frameworks & Software Standards
1 19 (15.57%) CSS
2 14 (11.48%) Ajax
2 14 (11.48%) HTML
3 13 (10.66%) Spring
4 10 (8.20%) JMS
4 10 (8.20%) Struts
4 10 (8.20%) Twitter Bootstrap
4 10 (8.20%) YUI
5 7 (5.74%) .NET
6 6 (4.92%) jQuery
7 5 (4.10%) AngularJS
7 5 (4.10%) ASP.NET
8 4 (3.28%) ASP.NET MVC
8 4 (3.28%) Middleware
8 4 (3.28%) Web Services
9 3 (2.46%) ActiveMQ
9 3 (2.46%) Drools
9 3 (2.46%) HTML5
9 3 (2.46%) jBPM
9 3 (2.46%) Node.js
Miscellaneous
1 17 (13.93%) Internet of Things
2 11 (9.02%) Analytical Skills
3 9 (7.38%) Computer Science
3 9 (7.38%) Data Centre
3 9 (7.38%) Management Information System
4 5 (4.10%) Statistics
5 3 (2.46%) CCTV
5 3 (2.46%) Enterprise Cloud
5 3 (2.46%) Mathematics
5 3 (2.46%) Mobile App
5 3 (2.46%) Social Media
5 3 (2.46%) Streaming Video
5 3 (2.46%) Visualisation
6 2 (1.64%) Data Integration
6 2 (1.64%) Fintech
7 1 (0.82%) Algorithms
7 1 (0.82%) Economics
7 1 (0.82%) Informatics
7 1 (0.82%) Life Science
7 1 (0.82%) User Experience
Operating Systems
1 39 (31.97%) Linux
2 30 (24.59%) Unix
3 8 (6.56%) Windows
4 3 (2.46%) CentOS
4 3 (2.46%) Ubuntu
5 1 (0.82%) Red Hat Enterprise Linux
Processes & Methodologies
1 46 (37.70%) Data Analytics
2 31 (25.41%) Data Management
3 29 (23.77%) Presales
4 27 (22.13%) Agile Software Development
5 20 (16.39%) B2B
6 17 (13.93%) B2C
6 17 (13.93%) Data Architecture
6 17 (13.93%) Data Engineering
7 14 (11.48%) SOA
8 8 (6.56%) Information Security
8 8 (6.56%) People Management
9 7 (5.74%) Load Balancing
9 7 (5.74%) Open Source
10 6 (4.92%) Cybersecurity
10 6 (4.92%) ITIL
10 6 (4.92%) OO
10 6 (4.92%) OOP
10 6 (4.92%) Security Management
10 6 (4.92%) SIEM
11 5 (4.10%) Information Security Management
Programming Languages
1 24 (19.67%) SQL
2 15 (12.30%) Java
3 13 (10.66%) JavaScript
4 8 (6.56%) Bash Shell
4 8 (6.56%) PHP
5 7 (5.74%) Python
6 5 (4.10%) C#
7 3 (2.46%) Jython
7 3 (2.46%) Perl
8 2 (1.64%) C++
8 2 (1.64%) VB
9 1 (0.82%) PowerShell
9 1 (0.82%) Ruby
9 1 (0.82%) Tcl
9 1 (0.82%) VB.NET
9 1 (0.82%) VBA
9 1 (0.82%) XPath
Qualifications
1 15 (12.30%) Degree
2 7 (5.74%) CCNA
2 7 (5.74%) CCNP
2 7 (5.74%) Cisco Certification
3 5 (4.10%) CCIE
3 5 (4.10%) GCIA
3 5 (4.10%) GCIH
4 4 (3.28%) MCSE
4 4 (3.28%) Microsoft Certification
4 4 (3.28%) Security Cleared
4 4 (3.28%) SSCP
5 2 (1.64%) A+ Certification
5 2 (1.64%) CISSP
6 1 (0.82%) ACCA
6 1 (0.82%) CIMA
6 1 (0.82%) CREST Certified
6 1 (0.82%) GIAC
6 1 (0.82%) GREM
6 1 (0.82%) SC Cleared
Quality Assurance & Compliance
1 6 (4.92%) QA
2 4 (3.28%) ISO/IEC 27001
2 4 (3.28%) PCI DSS
3 3 (2.46%) COBIT
3 3 (2.46%) COSO
4 2 (1.64%) Data Quality
4 2 (1.64%) SLA
5 1 (0.82%) PMBOK
System Software
1 1 (0.82%) Docker
1 1 (0.82%) KVM
1 1 (0.82%) Virtual Servers
1 1 (0.82%) VMware ESXi
1 1 (0.82%) VMware Infrastructure
Systems Management
1 4 (3.28%) SCOM
2 2 (1.64%) Network Intrusion Detection System
3 1 (0.82%) EnCase
3 1 (0.82%) Opscode Chef
3 1 (0.82%) Puppet
3 1 (0.82%) SCCM
Vendors
1 10 (8.20%) Twitter
1 10 (8.20%) Yahoo!
2 7 (5.74%) CheckPoint
2 7 (5.74%) Cisco
2 7 (5.74%) F5
2 7 (5.74%) Microsoft
2 7 (5.74%) Oracle
3 3 (2.46%) Google
3 3 (2.46%) Talend
4 2 (1.64%) Alteryx
4 2 (1.64%) DataFlux
4 2 (1.64%) MicroStrategy
4 2 (1.64%) Red Hat
4 2 (1.64%) Remedy
5 1 (0.82%) ArcSight
5 1 (0.82%) CA
5 1 (0.82%) HP
5 1 (0.82%) SAP
5 1 (0.82%) ServiceNow
5 1 (0.82%) VMware
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