Period
to 18 December 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Reading. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 18 December 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Berkshire > Reading
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 24 19 29
Rank change year-on-year -5 +10 -5
Permanent jobs citing Analytical Skills 179 226 248
As % of all permanent IT jobs advertised in Reading 8.65% 9.24% 7.50%
As % of the Miscellaneous category 22.26% 25.98% 19.33%
Number of salaries quoted 155 171 162
Reading median annual salary £47,500 £41,000 £50,000
Median salary % change year-on-year +15.85% -18.00% +5.26%
10th Percentile £30,500 £28,500 £31,000
90th Percentile £67,500 £67,500 £67,500
Berkshire median annual salary £50,000 £42,500 £50,000
% change year-on-year +17.65% -15.00% +5.26%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Reading with a requirement for generic IT skills.

All Generic IT Skills
Reading
Permanent vacancies with a requirement for generic IT skills 804 870 1,283
As % of all permanent IT jobs advertised in Reading 38.86% 35.55% 38.82%
Number of salaries quoted 679 699 918
Reading median annual salary £50,000 £48,500 £50,000
Median salary % change year-on-year +3.09% -3.00% +5.26%
10th Percentile £28,750 £31,000 £31,250
90th Percentile £75,000 £75,000 £72,500
Berkshire median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -

Analytical Skills
Job Vacancy Trend in Reading

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

Job vacancy trend for Analytical Skills in Reading

Analytical Skills
Salary Trend in Reading

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

Salary trend for Analytical Skills in Reading

Analytical Skills
Salary Histogram in Reading

The salary distribution of IT jobs citing Analytical Skills in Reading over the 6 months to 18 December 2018.

Salary histogram for Analytical Skills in Reading

For the 6 months to 18 December 2018, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Reading region with a requirement for Analytical Skills.

1 64 (35.75%) Problem-Solving
2 45 (25.14%) SQL
3 41 (22.91%) Degree
4 40 (22.35%) Agile Software Development
5 38 (21.23%) Microsoft
6 36 (20.11%) Java
6 36 (20.11%) Microsoft Azure
7 34 (18.99%) SQL Server
7 34 (18.99%) Linux
8 31 (17.32%) Self-Motivation
9 28 (15.64%) CRM
10 27 (15.08%) Analytics
11 25 (13.97%) Data Warehouse
11 25 (13.97%) Python
11 25 (13.97%) Finance
12 24 (13.41%) Cybersecurity
12 24 (13.41%) Analytical Thinking
13 23 (12.85%) NoSQL
13 23 (12.85%) JavaScript
13 23 (12.85%) Marketing
14 22 (12.29%) Project Management
15 21 (11.73%) C#
15 21 (11.73%) Web Services
16 20 (11.17%) Windows
16 20 (11.17%) Data Analysis
17 19 (10.61%) DevOps
17 19 (10.61%) Office 365
17 19 (10.61%) Mentoring
17 19 (10.61%) Power BI
18 17 (9.50%) Node.js

Analytical Skills
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 14 (7.82%) Apache Spark
2 12 (6.70%) Elasticsearch
3 5 (2.79%) SharePoint
4 4 (2.23%) Apache Pig
4 4 (2.23%) Skype for Business
5 1 (0.56%) Apache
5 1 (0.56%) CMS
5 1 (0.56%) Drupal
5 1 (0.56%) Joomla!
5 1 (0.56%) WordPress
Applications
1 9 (5.03%) Microsoft Office
2 7 (3.91%) Microsoft Excel
3 4 (2.23%) Microsoft PowerPoint
4 2 (1.12%) MS Visio
5 1 (0.56%) Photoshop
Business Applications
1 12 (6.70%) Dynamics CRM
2 2 (1.12%) Oracle Retail
3 1 (0.56%) Dynamics AX
Cloud Services
1 36 (20.11%) Microsoft Azure
2 19 (10.61%) Office 365
3 10 (5.59%) Amazon AWS
4 9 (5.03%) Dynamics 365
5 8 (4.47%) Azure Data Factory
6 6 (3.35%) Cloud Computing
7 4 (2.23%) Amazon EC2
7 4 (2.23%) Amazon EMR
7 4 (2.23%) GitHub
8 3 (1.68%) Amazon CloudWatch
8 3 (1.68%) AWS CloudFormation
8 3 (1.68%) Datadog
8 3 (1.68%) Google Cloud Platform
9 1 (0.56%) SaaS
Communications & Networking
1 12 (6.70%) Firewall
2 11 (6.15%) Intrusion Detection
3 8 (4.47%) DNS
4 6 (3.35%) TCP/IP
5 5 (2.79%) Wireless
6 4 (2.23%) HTTP
7 3 (1.68%) DHCP
7 3 (1.68%) IP Telephony
7 3 (1.68%) LAN
7 3 (1.68%) WAN
8 2 (1.12%) Network Security
8 2 (1.12%) Wi-Fi
8 2 (1.12%) Wireshark
9 1 (0.56%) Cisco Nexus
9 1 (0.56%) Radio Access Network
9 1 (0.56%) Unified Communications
Database & Business Intelligence
1 34 (18.99%) SQL Server
2 25 (13.97%) Data Warehouse
3 23 (12.85%) NoSQL
4 19 (10.61%) Power BI
5 16 (8.94%) Big Data
6 15 (8.38%) Hadoop
7 14 (7.82%) SQL Server Integration Services
8 12 (6.70%) MongoDB
9 11 (6.15%) SQL Server Reporting Services
10 9 (5.03%) Apache Hive
10 9 (5.03%) HBase
11 8 (4.47%) Data Lake
11 8 (4.47%) SQL Server Analysis Services
12 6 (3.35%) QlikView
13 5 (2.79%) Impala
14 4 (2.23%) Apache Cassandra
14 4 (2.23%) Couchbase
14 4 (2.23%) Relational Database
14 4 (2.23%) Spark SQL
14 4 (2.23%) Sqoop
Development Applications
1 14 (7.82%) Git (software)
2 12 (6.70%) Jenkins
3 9 (5.03%) Eclipse
3 9 (5.03%) Subversion
4 6 (3.35%) JIRA
4 6 (3.35%) Visual Studio
5 5 (2.79%) Appium
5 5 (2.79%) Cucumber
5 5 (2.79%) PyCharm
5 5 (2.79%) Robot Framework
5 5 (2.79%) Sahi
5 5 (2.79%) Selenium
5 5 (2.79%) Sikuli
5 5 (2.79%) SpecFlow
5 5 (2.79%) UI Automator
5 5 (2.79%) WebDriver
6 4 (2.23%) Team Foundation Server
7 3 (1.68%) Atlassian Bamboo
7 3 (1.68%) Travis CI
7 3 (1.68%) Vagrant
General
1 25 (13.97%) Finance
2 23 (12.85%) Marketing
3 11 (6.15%) Telecoms
4 6 (3.35%) Retail
5 5 (2.79%) Financial Institution
6 3 (1.68%) Automotive
6 3 (1.68%) Back Office
6 3 (1.68%) Electronics
6 3 (1.68%) Legal
7 2 (1.12%) Billing
7 2 (1.12%) Mandarin Language
8 1 (0.56%) Advertising
8 1 (0.56%) Banking
8 1 (0.56%) Brand Awareness
8 1 (0.56%) Publishing
Job Titles
1 37 (20.67%) Developer
2 33 (18.44%) Analyst
3 16 (8.94%) Account Manager
4 13 (7.26%) Sales Account Manager
4 13 (7.26%) Sales Manager
4 13 (7.26%) Technical Account Manager
4 13 (7.26%) Technical Manager
5 12 (6.70%) .NET Developer
5 12 (6.70%) Java Developer
5 12 (6.70%) Java Developer - Fintech
5 12 (6.70%) Linux Developer
6 10 (5.59%) Head of Technology
6 10 (5.59%) Post-Sales Manager
6 10 (5.59%) Technical Sales Manager
7 9 (5.03%) Data Analyst
7 9 (5.03%) JavaScript Developer
7 9 (5.03%) Senior Developer
8 8 (4.47%) Support Engineer
9 7 (3.91%) Applications Support
10 6 (3.35%) Applications Support Engineer
Libraries, Frameworks & Software Standards
1 21 (11.73%) Web Services
2 17 (9.50%) Node.js
3 16 (8.94%) .NET
4 15 (8.38%) jQuery
5 13 (7.26%) HTML
5 13 (7.26%) Kafka
6 12 (6.70%) ASP.NET
6 12 (6.70%) CSS
6 12 (6.70%) JMS
6 12 (6.70%) React
6 12 (6.70%) Spring
7 9 (5.03%) XML
8 8 (4.47%) .NET Framework
8 8 (4.47%) Vue.js
8 8 (4.47%) WCF
9 6 (3.35%) RESTful
10 5 (2.79%) ASP.NET MVC
10 5 (2.79%) SOAP
11 4 (2.23%) CGI
11 4 (2.23%) HTML5
Miscellaneous
1 31 (17.32%) Self-Motivation
2 13 (7.26%) Enterprise Software
3 12 (6.70%) Fintech
4 11 (6.15%) Management Information System
5 9 (5.03%) User Experience
6 5 (2.79%) Client/Server
6 5 (2.79%) Digital Currency
7 4 (2.23%) Blog
7 4 (2.23%) PMI
8 3 (1.68%) Handset
8 3 (1.68%) Public Cloud
9 1 (0.56%) Digital Media
9 1 (0.56%) Digital Signage
9 1 (0.56%) Driving Licence
9 1 (0.56%) Greenfield Project
9 1 (0.56%) Mobile App
9 1 (0.56%) Robotics
9 1 (0.56%) SCADA
9 1 (0.56%) Social Media
Operating Systems
1 34 (18.99%) Linux
2 20 (11.17%) Windows
3 9 (5.03%) Unix
4 5 (2.79%) Android
5 4 (2.23%) Windows Server
6 3 (1.68%) CentOS
6 3 (1.68%) DC/OS
6 3 (1.68%) Red Hat Enterprise Linux
6 3 (1.68%) Ubuntu
6 3 (1.68%) Windows Server 2008
7 2 (1.12%) Windows 10
7 2 (1.12%) Windows 7
7 2 (1.12%) Windows 8
8 1 (0.56%) Mac OS
Processes & Methodologies
1 64 (35.75%) Problem-Solving
2 40 (22.35%) Agile Software Development
3 28 (15.64%) CRM
4 27 (15.08%) Analytics
5 24 (13.41%) Analytical Thinking
5 24 (13.41%) Cybersecurity
6 22 (12.29%) Project Management
7 20 (11.17%) Data Analysis
8 19 (10.61%) DevOps
8 19 (10.61%) Mentoring
9 16 (8.94%) Business Intelligence
9 16 (8.94%) Customer Requirements
9 16 (8.94%) Product Management
10 15 (8.38%) Decision-Making
10 15 (8.38%) ITIL
10 15 (8.38%) Visualisation
11 14 (7.82%) SDLC
12 13 (7.26%) Computer Science
12 13 (7.26%) Stakeholder Management
12 13 (7.26%) Vulnerability Management
Programming Languages
1 45 (25.14%) SQL
2 36 (20.11%) Java
3 25 (13.97%) Python
4 23 (12.85%) JavaScript
5 21 (11.73%) C#
6 9 (5.03%) Shell Script
7 7 (3.91%) T-SQL
8 6 (3.35%) C
9 5 (2.79%) C++
9 5 (2.79%) Erlang
9 5 (2.79%) Go
9 5 (2.79%) Scala
10 3 (1.68%) VBA
11 2 (1.12%) U-SQL
12 1 (0.56%) PHP
12 1 (0.56%) R
12 1 (0.56%) VB
Qualifications
1 41 (22.91%) Degree
2 13 (7.26%) Security Cleared
3 8 (4.47%) Computer Science Degree
3 8 (4.47%) SC Cleared
4 5 (2.79%) DV Cleared
5 4 (2.23%) ITIL Certification
5 4 (2.23%) PMI Certification
6 3 (1.68%) Cisco Certification
6 3 (1.68%) MBA
7 2 (1.12%) CCNP
7 2 (1.12%) CISA
7 2 (1.12%) CISM
7 2 (1.12%) CISSP
7 2 (1.12%) ISEB
7 2 (1.12%) MCSE
7 2 (1.12%) Microsoft Certification
7 2 (1.12%) SSCP
8 1 (0.56%) CCIE
8 1 (0.56%) CCNA
8 1 (0.56%) PhD
Quality Assurance & Compliance
1 11 (6.15%) QA
2 7 (3.91%) PCI DSS
3 6 (3.35%) Data Quality
4 1 (0.56%) SLA
System Software
1 13 (7.26%) Virtual Machines
2 9 (5.03%) Apache Flume
2 9 (5.03%) HDFS
3 5 (2.79%) Active Directory
4 4 (2.23%) VMware Infrastructure
5 3 (1.68%) Docker
5 3 (1.68%) Firmware
5 3 (1.68%) Hyper-V
5 3 (1.68%) VirtualBox
5 3 (1.68%) XenDesktop
Systems Management
1 9 (5.03%) Ansible
1 9 (5.03%) Kibana
1 9 (5.03%) Puppet
2 8 (4.47%) Terraform
3 7 (3.91%) Kubernetes
4 4 (2.23%) Oozie
4 4 (2.23%) Opscode Chef
4 4 (2.23%) Rundeck
5 3 (1.68%) Docker Swarm
5 3 (1.68%) Packer
6 1 (0.56%) BMC PATROL
6 1 (0.56%) Wonderware InTouch
Vendors
1 38 (21.23%) Microsoft
2 17 (9.50%) Tableau
3 14 (7.82%) Salesforce.com
4 11 (6.15%) Oracle
5 8 (4.47%) Hortonworks
6 5 (2.79%) Atlassian
7 4 (2.23%) Alteryx
7 4 (2.23%) Cloudera
7 4 (2.23%) VMware
8 3 (1.68%) Cisco
8 3 (1.68%) Citrix
8 3 (1.68%) Google
8 3 (1.68%) Juniper
8 3 (1.68%) New Relic
8 3 (1.68%) Qualys
8 3 (1.68%) Splunk
9 2 (1.12%) Aruba
9 2 (1.12%) Extreme Networks
9 2 (1.12%) HP
10 1 (0.56%) Dell