Period
to 20 February 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 20 February 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Berkshire > Reading
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 19 32 24
Rank change year-on-year +13 -8 0
Permanent jobs citing Analytical Skills 235 208 336
As % of all permanent IT jobs advertised in Reading 9.03% 7.17% 7.48%
As % of the Miscellaneous category 25.16% 18.76% 17.83%
Number of salaries quoted 175 128 287
Reading median annual salary £41,000 £47,500 £45,000
Median salary % change year-on-year -13.68% +5.56% -10.00%
10th Percentile £30,000 £26,100 £26,250
90th Percentile £67,000 £66,000 £65,000
Berkshire median annual salary £45,000 £50,000 £46,250
% change year-on-year -10.00% +8.11% -3.39%

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 934 1,109 1,884
As % of all permanent IT jobs advertised in Reading 35.91% 38.22% 41.93%
Number of salaries quoted 747 814 1,581
Reading median annual salary £47,500 £50,000 £48,000
Median salary % change year-on-year -5.00% +4.17% -4.00%
10th Percentile £28,930 £26,500 £30,000
90th Percentile £76,250 £72,500 £68,750
Berkshire median annual salary £47,500 £50,000 £50,000
% change year-on-year -5.00% - +1.01%

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 20 February 2018.

Salary histogram for Analytical Skills in Reading

For the 6 months to 20 February 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.

1 110 (46.81%) Degree
2 66 (28.09%) Computer Science
3 62 (26.38%) Linux
3 62 (26.38%) Computer Science Degree
4 60 (25.53%) Agile Software Development
5 57 (24.26%) Microsoft
6 54 (22.98%) SQL
7 53 (22.55%) Java
8 48 (20.43%) Open Source
9 36 (15.32%) Analytics
10 34 (14.47%) Information Security
10 34 (14.47%) Firewall
11 31 (13.19%) Finance
11 31 (13.19%) ITIL
11 31 (13.19%) Capita
12 30 (12.77%) Microsoft Excel
13 29 (12.34%) Intrusion Detection
13 29 (12.34%) Web Services
13 29 (12.34%) Malware Analysis
14 28 (11.91%) JavaScript
14 28 (11.91%) Client/Server
14 28 (11.91%) Business Intelligence
14 28 (11.91%) Risk Management
14 28 (11.91%) Marketing
15 27 (11.49%) TCP/IP
15 27 (11.49%) SQL Server
16 26 (11.06%) Security Cleared
16 26 (11.06%) Test Automation
16 26 (11.06%) Security Monitoring
17 25 (10.64%) Test Scripting

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 19 (8.09%) SAS
2 13 (5.53%) Apache Spark
3 5 (2.13%) Apache
3 5 (2.13%) MS Exchange
3 5 (2.13%) SharePoint
4 4 (1.70%) Apache Pig
4 4 (1.70%) Exchange Server 2010
4 4 (1.70%) IIS
4 4 (1.70%) OpenStack
5 3 (1.28%) Skype for Business
6 2 (0.85%) Elasticsearch
Applications
1 30 (12.77%) Microsoft Excel
2 15 (6.38%) Microsoft Office
3 10 (4.26%) Microsoft PowerPoint
4 1 (0.43%) Adobe Creative Suite
4 1 (0.43%) Adobe Illustrator
4 1 (0.43%) InDesign
4 1 (0.43%) Photoshop
Business Applications
1 12 (5.11%) Dynamics CRM
2 5 (2.13%) Unit4 Business World
3 2 (0.85%) Primavera
3 2 (0.85%) SAP PM
4 1 (0.43%) Dynamics AX
4 1 (0.43%) NetSuite
Cloud Services
1 18 (7.66%) Amazon AWS
2 14 (5.96%) Microsoft Azure
3 5 (2.13%) FinancialForce
3 5 (2.13%) Office 365
4 4 (1.70%) Amazon EMR
4 4 (1.70%) AWS CloudFormation
4 4 (1.70%) GitHub
4 4 (1.70%) IaaS
4 4 (1.70%) SaaS
5 3 (1.28%) Amazon S3
5 3 (1.28%) Azure Active Directory
6 1 (0.43%) Amazon EC2
6 1 (0.43%) Amazon ELB
6 1 (0.43%) Google Analytics
6 1 (0.43%) Route 53
6 1 (0.43%) Virtual Private Cloud
Communications & Networking
1 34 (14.47%) Firewall
2 29 (12.34%) Intrusion Detection
3 27 (11.49%) TCP/IP
4 10 (4.26%) Internet
5 9 (3.83%) VLAN
6 8 (3.40%) BGP
6 8 (3.40%) MPLS
7 7 (2.98%) WAN
7 7 (2.98%) Wireless
8 6 (2.55%) LAN
9 5 (2.13%) DNS
9 5 (2.13%) EIGRP
9 5 (2.13%) OSPF
10 4 (1.70%) Cisco ASA
10 4 (1.70%) RIP
10 4 (1.70%) Skype
10 4 (1.70%) VPN
11 3 (1.28%) Ethernet
11 3 (1.28%) SAN
12 2 (0.85%) Broadband
Database & Business Intelligence
1 27 (11.49%) SQL Server
2 15 (6.38%) Hadoop
2 15 (6.38%) MongoDB
3 14 (5.96%) Relational Database
4 13 (5.53%) Data Warehouse
5 12 (5.11%) Apache Hive
5 12 (5.11%) HBase
6 10 (4.26%) NoSQL
7 9 (3.83%) Big Data
7 9 (3.83%) MySQL
8 8 (3.40%) QlikView
9 7 (2.98%) Impala
10 5 (2.13%) Data Mining
10 5 (2.13%) Power BI
10 5 (2.13%) SQL Server 2008
10 5 (2.13%) SQL Server Integration Services
10 5 (2.13%) SQL Server Reporting Services
10 5 (2.13%) Sqoop
11 4 (1.70%) BusinessObjects
11 4 (1.70%) Star Schema
Development Applications
1 21 (8.94%) WebDriver
2 20 (8.51%) Git (software)
2 20 (8.51%) SoapUI
3 19 (8.09%) JMeter
4 16 (6.81%) JIRA
5 8 (3.40%) Jenkins
5 8 (3.40%) Maven
5 8 (3.40%) Subversion
6 6 (2.55%) Selenium
7 5 (2.13%) Atlassian Bamboo
7 5 (2.13%) Cucumber
8 4 (1.70%) Ant
8 4 (1.70%) GitLab
8 4 (1.70%) HP UFT
8 4 (1.70%) Vagrant
9 3 (1.28%) Eclipse
9 3 (1.28%) Gatling
9 3 (1.28%) LoadRunner
9 3 (1.28%) TestLink
9 3 (1.28%) Zephyr
General
1 31 (13.19%) Finance
2 28 (11.91%) Marketing
3 20 (8.51%) Digital Economy
4 14 (5.96%) Telecoms
5 9 (3.83%) Retail
6 5 (2.13%) Legal
7 4 (1.70%) Advertising
7 4 (1.70%) Aerospace
7 4 (1.70%) Financial Institution
7 4 (1.70%) Law
8 3 (1.28%) Billing
9 1 (0.43%) Banking
9 1 (0.43%) French Language
9 1 (0.43%) German Language
9 1 (0.43%) Italian Language
9 1 (0.43%) Manufacturing
9 1 (0.43%) Spanish Language
Job Titles
1 83 (35.32%) Analyst
2 32 (13.62%) Developer
3 30 (12.77%) Security Analyst
4 18 (7.66%) Consultant
5 16 (6.81%) Software Tester
5 16 (6.81%) Tester
6 13 (5.53%) Business Intelligence Analyst
7 12 (5.11%) .NET Developer
8 9 (3.83%) SOC Analyst
9 8 (3.40%) Analytics Manager
9 8 (3.40%) Automation Tester
9 8 (3.40%) Java Developer
9 8 (3.40%) Junior
9 8 (3.40%) Web Automation Tester
9 8 (3.40%) Web Tester
10 7 (2.98%) Architect
10 7 (2.98%) Business Intelligence Developer
10 7 (2.98%) Data Analyst
10 7 (2.98%) Solutions Architect
10 7 (2.98%) Test Analyst
Libraries, Frameworks & Software Standards
1 29 (12.34%) Web Services
2 17 (7.23%) .NET
3 15 (6.38%) HTML
3 15 (6.38%) REST
4 13 (5.53%) CSS
5 12 (5.11%) .NET Framework
5 12 (5.11%) jQuery
5 12 (5.11%) Node.js
5 12 (5.11%) Vue (Vue.js)
5 12 (5.11%) WCF
6 10 (4.26%) XML
7 9 (3.83%) SOAP
8 6 (2.55%) AngularJS
9 5 (2.13%) CGI
9 5 (2.13%) RESTful
9 5 (2.13%) TensorFlow
10 4 (1.70%) J2EE
10 4 (1.70%) JSON
10 4 (1.70%) SAP PI
11 3 (1.28%) Spring
Miscellaneous
1 66 (28.09%) Computer Science
2 28 (11.91%) Client/Server
3 24 (10.21%) Security Operations Centre
4 13 (5.53%) Management Information System
5 9 (3.83%) Enterprise Software
6 8 (3.40%) Cyberattack
6 8 (3.40%) Data Centre
7 7 (2.98%) Public Cloud
8 6 (2.55%) Fintech
9 5 (2.13%) Virtual Team
10 4 (1.70%) Cyber Kill Chain
10 4 (1.70%) Data Structures
10 4 (1.70%) Digital Currency
10 4 (1.70%) Driving Licence
10 4 (1.70%) Mobile App
10 4 (1.70%) Social Network
10 4 (1.70%) W3C
11 3 (1.28%) Analytical Mindset
11 3 (1.28%) N-Tier
11 3 (1.28%) Reinsurance
Operating Systems
1 62 (26.38%) Linux
2 19 (8.09%) Windows
3 12 (5.11%) Unix
4 6 (2.55%) Red Hat Enterprise Linux
5 5 (2.13%) Windows Server
6 4 (1.70%) CentOS
6 4 (1.70%) FreeBSD
6 4 (1.70%) Ubuntu
7 1 (0.43%) Android
Processes & Methodologies
1 60 (25.53%) Agile Software Development
2 48 (20.43%) Open Source
3 36 (15.32%) Analytics
4 34 (14.47%) Information Security
5 31 (13.19%) ITIL
6 29 (12.34%) Malware Analysis
7 28 (11.91%) Business Intelligence
7 28 (11.91%) Risk Management
8 26 (11.06%) Security Monitoring
8 26 (11.06%) Test Automation
9 25 (10.64%) Test Scripting
10 24 (10.21%) Network Packet Capture
10 24 (10.21%) Security Operations
11 23 (9.79%) CRM
11 23 (9.79%) Test Management
12 21 (8.94%) BDD
13 20 (8.51%) Cyber Resilience
13 20 (8.51%) Cybersecurity
13 20 (8.51%) SDLC
14 19 (8.09%) Strategic Thinking
Programming Languages
1 54 (22.98%) SQL
2 53 (22.55%) Java
3 28 (11.91%) JavaScript
4 21 (8.94%) Python
5 19 (8.09%) C#
6 16 (6.81%) Shell Script
7 13 (5.53%) VBA
8 12 (5.11%) Scala
9 9 (3.83%) C
10 8 (3.40%) PowerShell
11 7 (2.98%) C++
11 7 (2.98%) R
12 5 (2.13%) Apex Code
12 5 (2.13%) Perl
13 4 (1.70%) Bash Shell
14 3 (1.28%) Ruby
15 1 (0.43%) Erlang
15 1 (0.43%) Groovy
15 1 (0.43%) T-SQL
15 1 (0.43%) X++
Qualifications
1 110 (46.81%) Degree
2 62 (26.38%) Computer Science Degree
3 26 (11.06%) Security Cleared
4 23 (9.79%) ISTQB
5 22 (9.36%) SC Cleared
6 10 (4.26%) Cisco Certification
7 7 (2.98%) CCNA
8 5 (2.13%) ACCA
8 5 (2.13%) CIMA
8 5 (2.13%) CISSP
8 5 (2.13%) MBA
9 4 (1.70%) CCSA
9 4 (1.70%) CISA
9 4 (1.70%) CISM
9 4 (1.70%) DV Cleared
9 4 (1.70%) GIAC
9 4 (1.70%) ITIL Foundation Certificate
9 4 (1.70%) SANS
10 3 (1.28%) AWS Certification
10 3 (1.28%) Master's Degree
Quality Assurance & Compliance
1 14 (5.96%) QA
2 8 (3.40%) Data Quality
3 5 (2.13%) COBIT
3 5 (2.13%) GAAP
3 5 (2.13%) ISO/IEC 27001
3 5 (2.13%) PCI DSS
4 4 (1.70%) PMO
5 2 (0.85%) Sarbanes-Oxley
6 1 (0.43%) ISO/IEC 27005
6 1 (0.43%) SLA
System Software
1 16 (6.81%) Active Directory
2 9 (3.83%) Hyper-V
3 7 (2.98%) Apache Flume
3 7 (2.98%) Docker
4 6 (2.55%) HDFS
5 5 (2.13%) VMware Infrastructure
6 4 (1.70%) VMware ESXi
7 3 (1.28%) FreeRADIUS
8 2 (0.85%) Virtual Machines
9 1 (0.43%) KVM
Systems Management
1 9 (3.83%) Nagios
2 7 (2.98%) Ansible
2 7 (2.98%) Opscode Chef
3 6 (2.55%) Puppet
4 4 (1.70%) HP Quality Center
4 4 (1.70%) Juniper STRM
4 4 (1.70%) Kubernetes
4 4 (1.70%) Microsoft Intune
4 4 (1.70%) Oozie
4 4 (1.70%) QRadar
4 4 (1.70%) RSA enVision
4 4 (1.70%) RSA Security Analytics
4 4 (1.70%) Salt
4 4 (1.70%) SCCM
4 4 (1.70%) Terraform
4 4 (1.70%) WebSphere Cast Iron
5 3 (1.28%) FortiGate
5 3 (1.28%) SolarWinds Orion
6 2 (0.85%) Kibana
7 1 (0.43%) Grafana
Vendors
1 57 (24.26%) Microsoft
2 31 (13.19%) Capita
3 13 (5.53%) Salesforce.com
4 12 (5.11%) HP
5 11 (4.68%) SAP
6 9 (3.83%) Cisco
6 9 (3.83%) Citrix
6 9 (3.83%) Oracle
7 7 (2.98%) VMware
8 6 (2.55%) Jitterbit
8 6 (2.55%) Tableau
9 5 (2.13%) Cassiopae
9 5 (2.13%) CheckPoint
9 5 (2.13%) Cloudera
9 5 (2.13%) Dell
9 5 (2.13%) Juniper
9 5 (2.13%) NETSOL
9 5 (2.13%) Sage
9 5 (2.13%) White Clarke
9 5 (2.13%) Xero