Period
to 25 April 2019

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Birmingham. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 25 April 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
West Midlands > Birmingham
6 months to
25 Apr 2019
Same period 2018 Same period 2017
Rank 27 14 22
Rank change year-on-year -13 +8 -2
Permanent jobs citing Analytical Skills 266 406 295
As % of all permanent IT jobs advertised in Birmingham 8.41% 10.82% 7.93%
As % of the Miscellaneous category 19.28% 25.28% 19.88%
Number of salaries quoted 171 271 197
Birmingham median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% -
10th Percentile £26,750 £26,250 £25,000
90th Percentile £71,000 £57,500 £54,250
West Midlands median annual salary £38,500 £40,000 £38,032
% change year-on-year -3.75% +5.18% -4.92%

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 Birmingham with a requirement for generic IT skills.

All Generic IT Skills
Birmingham
Permanent vacancies with a requirement for generic IT skills 1,380 1,606 1,484
As % of all permanent IT jobs advertised in Birmingham 43.64% 42.80% 39.89%
Number of salaries quoted 949 981 988
Birmingham median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £27,500 £26,250 £26,250
90th Percentile £75,000 £68,750 £64,125
West Midlands median annual salary £44,000 £40,000 £40,000
% change year-on-year +10.00% - -

Analytical Skills
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Analytical Skills in Birmingham

Analytical Skills
Salary Trend in Birmingham

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

Salary trend for Analytical Skills in Birmingham

Analytical Skills
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Analytical Skills in Birmingham over the 6 months to 25 April 2019.

Salary histogram for Analytical Skills in Birmingham

For the 6 months to 25 April 2019, 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 Birmingham region with a requirement for Analytical Skills.

1 88 (33.08%) Problem-Solving
2 68 (25.56%) Microsoft
3 61 (22.93%) SQL
3 61 (22.93%) Agile Software Development
4 60 (22.56%) Microsoft Azure
5 56 (21.05%) Finance
6 53 (19.92%) Business Intelligence
7 52 (19.55%) Degree
8 47 (17.67%) Project Management
9 46 (17.29%) Stakeholder Management
9 46 (17.29%) Analytics
10 42 (15.79%) Mathematics
10 42 (15.79%) Computer Science
11 41 (15.41%) Data Protection
11 41 (15.41%) SQL Server
11 41 (15.41%) GDPR
12 39 (14.66%) Amazon AWS
13 35 (13.16%) Physics
14 33 (12.41%) Data Analytics
15 32 (12.03%) Power BI
16 30 (11.28%) Computer Science Degree
17 29 (10.90%) ITIL
17 29 (10.90%) ERP
18 28 (10.53%) SDLC
19 27 (10.15%) ETL
20 25 (9.40%) Java
21 23 (8.65%) Presales
21 23 (8.65%) PaaS
22 22 (8.27%) Telecoms
23 21 (7.89%) .NET

Analytical Skills
Co-occurring IT Skills in Birmingham 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 (5.26%) SharePoint
2 11 (4.14%) SAS
2 11 (4.14%) Skype for Business
3 5 (1.88%) Apache
4 1 (0.38%) BizTalk Server
4 1 (0.38%) Captiva
4 1 (0.38%) Confluence
4 1 (0.38%) Documentum
4 1 (0.38%) SharePoint Server
4 1 (0.38%) WebSphere
Applications
1 19 (7.14%) Microsoft Excel
2 7 (2.63%) Microsoft Project
3 6 (2.26%) Microsoft PowerPoint
4 5 (1.88%) Microsoft Office
5 4 (1.50%) MS Visio
6 3 (1.13%) Spreadsheet
6 3 (1.13%) SPSS
Business Applications
1 12 (4.51%) Dynamics AX
2 8 (3.01%) Dynamics CRM
3 7 (2.63%) NetSuite
4 4 (1.50%) JDE OneWorld
5 2 (0.75%) assyst
5 2 (0.75%) Oracle Assets
5 2 (0.75%) Oracle Cash Management
5 2 (0.75%) Oracle ERP
5 2 (0.75%) Oracle Payables
5 2 (0.75%) Oracle Procure-to-Pay
5 2 (0.75%) Oracle Receivables
5 2 (0.75%) Primavera
5 2 (0.75%) Salesforce.com CRM
Cloud Services
1 60 (22.56%) Microsoft Azure
2 39 (14.66%) Amazon AWS
3 23 (8.65%) PaaS
4 21 (7.89%) IaaS
4 21 (7.89%) SaaS
5 13 (4.89%) Office 365
6 11 (4.14%) OneDrive
7 9 (3.38%) Dynamics 365
8 3 (1.13%) Amazon CloudWatch
8 3 (1.13%) AWS CloudFormation
8 3 (1.13%) Datadog
8 3 (1.13%) Google Cloud Platform
9 2 (0.75%) Azure Data Factory
9 2 (0.75%) Heroku
9 2 (0.75%) Salesforce Sales Cloud
9 2 (0.75%) Salesforce Service Cloud
10 1 (0.38%) Azure Machine Learning
Communications & Networking
1 12 (4.51%) Internet
2 11 (4.14%) Firewall
2 11 (4.14%) Skype
3 7 (2.63%) Intrusion Detection
4 6 (2.26%) DNS
4 6 (2.26%) LAN
4 6 (2.26%) VoIP
5 5 (1.88%) DHCP
5 5 (1.88%) WAN
6 4 (1.50%) FTP
7 3 (1.13%) MPLS
8 2 (0.75%) BGP
8 2 (0.75%) Wireless
9 1 (0.38%) ADSL
9 1 (0.38%) Cisco ASA
9 1 (0.38%) EIGRP
9 1 (0.38%) Ethernet
9 1 (0.38%) TACACS
9 1 (0.38%) VPN
9 1 (0.38%) WLAN
Database & Business Intelligence
1 41 (15.41%) SQL Server
2 32 (12.03%) Power BI
3 20 (7.52%) QlikView
4 18 (6.77%) SQL Server Integration Services
5 17 (6.39%) Data Warehouse
6 16 (6.02%) SQL Server Reporting Services
7 12 (4.51%) Qlik Sense
8 9 (3.38%) Relational Database
8 9 (3.38%) SQL Server 2012
8 9 (3.38%) SQL Server Analysis Services
9 8 (3.01%) SQL Server 2008
9 8 (3.01%) Text Mining
10 7 (2.63%) Azure SQL Data Warehouse
10 7 (2.63%) Azure SQL Database
10 7 (2.63%) SQL Server 2016
11 6 (2.26%) SQL Server 2014
12 5 (1.88%) DTS
12 5 (1.88%) HDInsight
13 4 (1.50%) Hadoop
13 4 (1.50%) PostgreSQL
Development Applications
1 6 (2.26%) JIRA
2 4 (1.50%) Cucumber
2 4 (1.50%) Jenkins
2 4 (1.50%) SoapUI
3 3 (1.13%) Atlassian Bamboo
3 3 (1.13%) Selenium
3 3 (1.13%) Travis CI
3 3 (1.13%) Vagrant
3 3 (1.13%) WebDriver
3 3 (1.13%) Zephyr
4 2 (0.75%) Team Foundation Server
4 2 (0.75%) Visual Studio Team System
5 1 (0.38%) Hudson
5 1 (0.38%) JMeter
5 1 (0.38%) MSI
General
1 56 (21.05%) Finance
2 22 (8.27%) Telecoms
3 18 (6.77%) Marketing
4 14 (5.26%) Legal
5 13 (4.89%) General Ledger
6 9 (3.38%) Law
7 8 (3.01%) Retail
8 7 (2.63%) Banking
9 2 (0.75%) Automotive
9 2 (0.75%) Manufacturing
10 1 (0.38%) Back Office
10 1 (0.38%) Local Government
10 1 (0.38%) Publishing
Job Titles
1 96 (36.09%) Analyst
2 52 (19.55%) Developer
3 38 (14.29%) Graduate
4 33 (12.41%) Business Analyst
4 33 (12.41%) Graduate Analyst
5 25 (9.40%) Graduate Technical Analyst
5 25 (9.40%) Technical Analyst
6 21 (7.89%) Consultant
7 14 (5.26%) Architect
7 14 (5.26%) Senior Manager
8 12 (4.51%) Business Intelligence Developer
9 11 (4.14%) Office 365 Business Analyst
10 10 (3.76%) Product Manager
11 9 (3.38%) Security Analyst
11 9 (3.38%) Senior Product Manager
12 8 (3.01%) Forensic Manager
12 8 (3.01%) Java Developer
12 8 (3.01%) Microsoft Developer
12 8 (3.01%) Test Analyst
12 8 (3.01%) Transition Manager
Libraries, Frameworks & Software Standards
1 21 (7.89%) .NET
2 18 (6.77%) Web Services
3 17 (6.39%) Spring
4 9 (3.38%) ASP.NET
4 9 (3.38%) ASP.NET MVC
4 9 (3.38%) EDI
5 7 (2.63%) HTML
6 6 (2.26%) AngularJS
6 6 (2.26%) Middleware
7 5 (1.88%) CSS
7 5 (1.88%) EJB
7 5 (1.88%) J2EE
7 5 (1.88%) JSON
7 5 (1.88%) RESTful
8 4 (1.50%) .NET Framework
8 4 (1.50%) ASP.NET Web Forms
9 3 (1.13%) Elastic Stack
9 3 (1.13%) JMS
9 3 (1.13%) Node.js
9 3 (1.13%) Spring Boot
Miscellaneous
1 16 (6.02%) Data Centre
1 16 (6.02%) Management Information System
1 16 (6.02%) Self-Motivation
2 9 (3.38%) Public Cloud
2 9 (3.38%) Social Media
3 6 (2.26%) AS400
3 6 (2.26%) CMDB
4 5 (1.88%) Client/Server
4 5 (1.88%) Internet of Things
4 5 (1.88%) iSeries
4 5 (1.88%) Mobile App
4 5 (1.88%) User Experience
5 4 (1.50%) Data Structures
5 4 (1.50%) Enterprise Software
6 3 (1.13%) Analytical Mindset
6 3 (1.13%) Fintech
7 2 (0.75%) Cyberattack
7 2 (0.75%) Cyberthreat
7 2 (0.75%) Greenfield Project
7 2 (0.75%) PMI
Operating Systems
1 16 (6.02%) Windows
2 13 (4.89%) Windows Server
3 8 (3.01%) Linux
4 5 (1.88%) Unix
5 3 (1.13%) CentOS
5 3 (1.13%) DC/OS
5 3 (1.13%) Red Hat Enterprise Linux
5 3 (1.13%) Ubuntu
5 3 (1.13%) Windows Server 2008
6 1 (0.38%) Windows 10
Processes & Methodologies
1 88 (33.08%) Problem-Solving
2 61 (22.93%) Agile Software Development
3 53 (19.92%) Business Intelligence
4 47 (17.67%) Project Management
5 46 (17.29%) Analytics
5 46 (17.29%) Stakeholder Management
6 42 (15.79%) Computer Science
6 42 (15.79%) Mathematics
7 41 (15.41%) Data Protection
8 35 (13.16%) Physics
9 33 (12.41%) Data Analytics
10 29 (10.90%) ERP
10 29 (10.90%) ITIL
11 28 (10.53%) SDLC
12 27 (10.15%) ETL
13 23 (8.65%) Presales
14 20 (7.52%) Data Modelling
15 19 (7.14%) Visualisation
16 18 (6.77%) Cybersecurity
17 17 (6.39%) Coaching
Programming Languages
1 61 (22.93%) SQL
2 25 (9.40%) Java
3 19 (7.14%) Python
4 16 (6.02%) C#
5 12 (4.51%) PL/SQL
5 12 (4.51%) R
6 11 (4.14%) T-SQL
7 9 (3.38%) RPG
7 9 (3.38%) RPG IV
8 8 (3.01%) JavaScript
8 8 (3.01%) VB
8 8 (3.01%) X++
9 5 (1.88%) Shell Script
10 3 (1.13%) C
10 3 (1.13%) Java 8
10 3 (1.13%) VB.NET
11 2 (0.75%) Apex Code
11 2 (0.75%) C++
11 2 (0.75%) Ruby
12 1 (0.38%) PowerShell
Qualifications
1 52 (19.55%) Degree
2 30 (11.28%) Computer Science Degree
3 14 (5.26%) Security Cleared
4 13 (4.89%) SC Cleared
5 11 (4.14%) PRINCE2 Practitioner
6 9 (3.38%) CISSP
7 8 (3.01%) Cisco Certification
7 8 (3.01%) ISEB
7 8 (3.01%) ISEB Practitioner
8 7 (2.63%) CCNA
8 7 (2.63%) CISM
8 7 (2.63%) Numerate Degree
9 6 (2.26%) Microsoft Certification
10 5 (1.88%) MCSE
10 5 (1.88%) VMware Certified Professional (VCP)
11 4 (1.50%) PMI Certification
12 3 (1.13%) APMP
13 2 (0.75%) CompTIA Security+
13 2 (0.75%) PMP
14 1 (0.38%) CCIE Service Provider
Quality Assurance & Compliance
1 41 (15.41%) GDPR
2 18 (6.77%) Data Quality
3 6 (2.26%) PCI DSS
3 6 (2.26%) PMO
3 6 (2.26%) SLA
4 2 (0.75%) ISO/IEC 27001
5 1 (0.38%) COBIT
5 1 (0.38%) QA
System Software
1 7 (2.63%) Active Directory
2 5 (1.88%) Hyper-V
3 4 (1.50%) VMware Infrastructure
4 3 (1.13%) Docker
4 3 (1.13%) Virtual Machines
4 3 (1.13%) VirtualBox
5 1 (0.38%) VMware ESXi
5 1 (0.38%) vSphere
5 1 (0.38%) XenApp
5 1 (0.38%) XenDesktop
Systems Management
1 3 (1.13%) Ansible
1 3 (1.13%) Docker Swarm
1 3 (1.13%) HP ALM
1 3 (1.13%) HP Quality Center
1 3 (1.13%) Kubernetes
1 3 (1.13%) Opscode Chef
1 3 (1.13%) Packer
1 3 (1.13%) Puppet
1 3 (1.13%) Terraform
2 2 (0.75%) QRadar
3 1 (0.38%) Cisco Prime
3 1 (0.38%) EnCase
3 1 (0.38%) FTK
3 1 (0.38%) Nagios
3 1 (0.38%) SCCM
Vendors
1 68 (25.56%) Microsoft
2 20 (7.52%) Tableau
3 12 (4.51%) Alteryx
3 12 (4.51%) Oracle
4 11 (4.14%) JD Edwards
5 9 (3.38%) HP
5 9 (3.38%) VMware
6 6 (2.26%) Salesforce.com
6 6 (2.26%) SAP
6 6 (2.26%) ServiceNow
7 5 (1.88%) Cisco
7 5 (1.88%) Dell
7 5 (1.88%) IBM
7 5 (1.88%) MuleSoft
8 4 (1.50%) Axway
8 4 (1.50%) Cognos
8 4 (1.50%) IFS
8 4 (1.50%) SEEBURGER
8 4 (1.50%) Splunk
8 4 (1.50%) UiPath