Period
to 16 December 2018

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 16 December 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
West Midlands > Birmingham
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 24 17 22
Rank change year-on-year -7 +5 +15
Permanent jobs citing Analytical Skills 316 417 381
As % of all permanent IT jobs advertised in Birmingham 9.02% 11.03% 8.26%
As % of the Miscellaneous category 20.41% 26.08% 19.72%
Number of salaries quoted 209 299 224
Birmingham median annual salary £38,132 £45,000 £37,500
Median salary % change year-on-year -15.26% +20.00% -6.25%
10th Percentile £26,000 £26,250 £26,250
90th Percentile £57,750 £62,500 £63,750
West Midlands median annual salary £39,000 £41,750 £38,500
% change year-on-year -6.59% +8.44% +2.67%

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 1,548 1,599 1,932
As % of all permanent IT jobs advertised in Birmingham 44.18% 42.31% 41.89%
Number of salaries quoted 1,023 1,147 1,224
Birmingham median annual salary £50,000 £44,000 £42,500
Median salary % change year-on-year +13.64% +3.53% -
10th Percentile £26,750 £26,250 £25,883
90th Percentile £77,500 £65,000 £70,000
West Midlands median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

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 16 December 2018.

Salary histogram for Analytical Skills in Birmingham

For the 6 months to 16 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 Birmingham region with a requirement for Analytical Skills.

1 121 (38.29%) Problem-Solving
2 69 (21.84%) SQL
2 69 (21.84%) Finance
3 58 (18.35%) Degree
4 54 (17.09%) Microsoft
5 48 (15.19%) Analytics
6 47 (14.87%) Computer Science
7 46 (14.56%) Agile Software Development
8 44 (13.92%) ITIL
9 40 (12.66%) Data Protection
10 39 (12.34%) Computer Science Degree
11 38 (12.03%) GDPR
12 36 (11.39%) Business Intelligence
13 35 (11.08%) Project Management
14 34 (10.76%) .NET
14 34 (10.76%) C#
14 34 (10.76%) Continuous Improvement
15 33 (10.44%) Mathematics
16 31 (9.81%) Physics
16 31 (9.81%) Time Management
16 31 (9.81%) Java
16 31 (9.81%) JavaScript
17 29 (9.18%) SQL Server
18 27 (8.54%) Service Management
19 26 (8.23%) Retail
19 26 (8.23%) Web Services
19 26 (8.23%) SDLC
20 25 (7.91%) Decision-Making
20 25 (7.91%) Windows
21 24 (7.59%) Microsoft Azure

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 10 (3.16%) SharePoint
2 6 (1.90%) Apache
3 4 (1.27%) CMS
3 4 (1.27%) nginx
3 4 (1.27%) Skype for Business
4 3 (0.95%) Oracle SOA Suite
4 3 (0.95%) SAS
5 2 (0.63%) BizTalk Server
5 2 (0.63%) DNN
5 2 (0.63%) Oracle Workflow
6 1 (0.32%) Captiva
6 1 (0.32%) Documentum
6 1 (0.32%) IIS
6 1 (0.32%) NetWeaver
6 1 (0.32%) Tomcat
6 1 (0.32%) WebSphere
Applications
1 20 (6.33%) Microsoft Excel
2 13 (4.11%) Microsoft Office
3 12 (3.80%) Simulink
4 4 (1.27%) Microsoft Project
4 4 (1.27%) MS Visio
5 3 (0.95%) Microsoft PowerPoint
5 3 (0.95%) SPSS
6 1 (0.32%) Maya
6 1 (0.32%) Spreadsheet
Business Applications
1 8 (2.53%) NetSuite
2 7 (2.22%) Dynamics AX
3 4 (1.27%) JDE OneWorld
4 3 (0.95%) assyst
4 3 (0.95%) SAP APO
4 3 (0.95%) Sentinel
5 2 (0.63%) Dynamics CRM
5 2 (0.63%) Oracle Assets
5 2 (0.63%) Oracle Cash Management
5 2 (0.63%) Oracle ERP
5 2 (0.63%) Oracle Payables
5 2 (0.63%) Oracle Procure-to-Pay
5 2 (0.63%) Oracle Receivables
5 2 (0.63%) Salesforce.com CRM
5 2 (0.63%) SAP CO
5 2 (0.63%) SAP FI
5 2 (0.63%) SAP FI/CO
5 2 (0.63%) SAP FSCM
5 2 (0.63%) SAP S/4HANA
6 1 (0.32%) Infor LN
Cloud Services
1 24 (7.59%) Microsoft Azure
2 20 (6.33%) Amazon AWS
3 12 (3.80%) Office 365
4 9 (2.85%) SaaS
5 8 (2.53%) PaaS
6 5 (1.58%) SuccessFactors
7 4 (1.27%) IaaS
7 4 (1.27%) OneDrive
8 2 (0.63%) Dynamics 365
8 2 (0.63%) Google Cloud Platform
8 2 (0.63%) Heroku
8 2 (0.63%) Mimecast
8 2 (0.63%) Salesforce Sales Cloud
8 2 (0.63%) Salesforce Service Cloud
9 1 (0.32%) Amazon CloudWatch
9 1 (0.32%) AWS CloudFormation
9 1 (0.32%) Azure Machine Learning
9 1 (0.32%) Cloud Computing
9 1 (0.32%) Datadog
9 1 (0.32%) Google Analytics
Communications & Networking
1 9 (2.85%) Firewall
1 9 (2.85%) Internet
2 8 (2.53%) LAN
2 8 (2.53%) VoIP
3 7 (2.22%) DNS
4 6 (1.90%) DHCP
4 6 (1.90%) FTP
4 6 (1.90%) WAN
5 4 (1.27%) HTTP
5 4 (1.27%) Skype
5 4 (1.27%) VPN
5 4 (1.27%) Wireless
6 3 (0.95%) Intrusion Detection
6 3 (0.95%) MPLS
7 2 (0.63%) ADSL
7 2 (0.63%) Cisco ASA
7 2 (0.63%) Ethernet
7 2 (0.63%) Intranet
7 2 (0.63%) Sourcefire
7 2 (0.63%) VLAN
Database & Business Intelligence
1 29 (9.18%) SQL Server
2 17 (5.38%) Power BI
3 13 (4.11%) Data Warehouse
4 12 (3.80%) SQL Server Reporting Services
5 11 (3.48%) SQL Server Integration Services
6 10 (3.16%) Relational Database
6 10 (3.16%) SQL Server Analysis Services
7 9 (2.85%) NoSQL
8 8 (2.53%) QlikView
9 6 (1.90%) SQL Server 2012
10 4 (1.27%) MySQL
10 4 (1.27%) SQL Server 2008
11 3 (0.95%) Big Data
11 3 (0.95%) BusinessObjects Business Intelligence
11 3 (0.95%) Qlik Sense
11 3 (0.95%) Spotfire
12 2 (0.63%) BusinessObjects
12 2 (0.63%) Cosmos DB
12 2 (0.63%) MongoDB
12 2 (0.63%) SQL Server 2016
Development Applications
1 12 (3.80%) Rational Rhapsody
2 8 (2.53%) Git (software)
2 8 (2.53%) JIRA
3 3 (0.95%) eCATT
3 3 (0.95%) LSMW
3 3 (0.95%) SQL Server Management Studio (SSMS)
3 3 (0.95%) Visual Studio
4 2 (0.63%) Cucumber
4 2 (0.63%) Octopus Deploy
4 2 (0.63%) SoapUI
4 2 (0.63%) TeamCity
5 1 (0.32%) Atlassian Bamboo
5 1 (0.32%) Bugzilla
5 1 (0.32%) Hudson
5 1 (0.32%) MSBuild
5 1 (0.32%) MSI
5 1 (0.32%) Selenium
5 1 (0.32%) Team Foundation Server
5 1 (0.32%) Travis CI
5 1 (0.32%) Visual Studio Team System
General
1 69 (21.84%) Finance
2 26 (8.23%) Retail
3 17 (5.38%) Manufacturing
4 16 (5.06%) Telecoms
5 15 (4.75%) Law
6 14 (4.43%) Electronics
7 13 (4.11%) Publishing
8 10 (3.16%) Marketing
9 9 (2.85%) Banking
10 8 (2.53%) Legal
11 4 (1.27%) General Ledger
12 3 (0.95%) Automotive
12 3 (0.95%) Back Office
12 3 (0.95%) Billing
13 2 (0.63%) Advertising
14 1 (0.32%) Aerospace
14 1 (0.32%) French Language
14 1 (0.32%) Local Government
14 1 (0.32%) Pharmaceutical
Job Titles
1 89 (28.16%) Analyst
2 61 (19.30%) Developer
3 34 (10.76%) Graduate
4 33 (10.44%) Graduate Analyst
5 28 (8.86%) Architect
6 27 (8.54%) Business Analyst
7 25 (7.91%) Graduate Technical Analyst
7 25 (7.91%) Technical Analyst
8 17 (5.38%) Consultant
9 15 (4.75%) Solutions Architect
10 14 (4.43%) Transition Manager
11 13 (4.11%) Auditor
11 13 (4.11%) Internal Auditor
12 12 (3.80%) Business Intelligence Developer
12 12 (3.80%) Systems Architect
13 11 (3.48%) C# Developer
13 11 (3.48%) Project Manager
14 10 (3.16%) Integration Developer
14 10 (3.16%) Software Developer
15 9 (2.85%) Java Developer
Libraries, Frameworks & Software Standards
1 34 (10.76%) .NET
2 26 (8.23%) Web Services
3 17 (5.38%) Node.js
4 16 (5.06%) EDI
4 16 (5.06%) HTML
4 16 (5.06%) Spring
5 11 (3.48%) CSS
6 9 (2.85%) ASP.NET
6 9 (2.85%) JMS
7 8 (2.53%) JSON
7 8 (2.53%) Middleware
7 8 (2.53%) RESTful
7 8 (2.53%) WCF
7 8 (2.53%) WinForms
8 7 (2.22%) .NET Framework
9 6 (1.90%) REST
10 4 (1.27%) AngularJS
10 4 (1.27%) Hibernate
10 4 (1.27%) Sass
10 4 (1.27%) Symfony
Miscellaneous
1 21 (6.65%) Self-Motivation
2 17 (5.38%) Data Centre
2 17 (5.38%) Management Information System
3 14 (4.43%) Fintech
4 12 (3.80%) Analytical Mindset
5 10 (3.16%) Enterprise Software
6 9 (2.85%) iSeries
7 7 (2.22%) AS400
8 6 (1.90%) PMI
9 5 (1.58%) Mobile App
9 5 (1.58%) Video Conferencing
10 4 (1.27%) Social Media
11 3 (0.95%) CESG
11 3 (0.95%) Cyberthreat
11 3 (0.95%) Data Structures
11 3 (0.95%) Freedom of Information
11 3 (0.95%) LIMS
12 2 (0.63%) CMDB
12 2 (0.63%) Greenfield Project
12 2 (0.63%) NHS
Operating Systems
1 25 (7.91%) Windows
2 15 (4.75%) Windows Server
3 13 (4.11%) Linux
4 5 (1.58%) Unix
5 4 (1.27%) Mac OS X
6 1 (0.32%) CentOS
6 1 (0.32%) DC/OS
6 1 (0.32%) Red Hat Enterprise Linux
6 1 (0.32%) Ubuntu
6 1 (0.32%) Windows 10
6 1 (0.32%) Windows Server 2008
Processes & Methodologies
1 121 (38.29%) Problem-Solving
2 48 (15.19%) Analytics
3 47 (14.87%) Computer Science
4 46 (14.56%) Agile Software Development
5 44 (13.92%) ITIL
6 40 (12.66%) Data Protection
7 36 (11.39%) Business Intelligence
8 35 (11.08%) Project Management
9 34 (10.76%) Continuous Improvement
10 33 (10.44%) Mathematics
11 31 (9.81%) Physics
11 31 (9.81%) Time Management
12 27 (8.54%) Service Management
13 26 (8.23%) SDLC
14 25 (7.91%) Decision-Making
15 22 (6.96%) PRINCE2
16 20 (6.33%) Presales
17 18 (5.70%) ERP
17 18 (5.70%) Process Improvement
17 18 (5.70%) Workflow
Programming Languages
1 69 (21.84%) SQL
2 34 (10.76%) C#
3 31 (9.81%) Java
3 31 (9.81%) JavaScript
4 15 (4.75%) VB
5 13 (4.11%) RPG
5 13 (4.11%) RPG IV
6 12 (3.80%) MATLAB
7 11 (3.48%) Python
7 11 (3.48%) T-SQL
8 7 (2.22%) VB.NET
9 6 (1.90%) C
9 6 (1.90%) PL/SQL
10 5 (1.58%) PHP
11 4 (1.27%) ABAP
11 4 (1.27%) VBA
12 3 (0.95%) Apex Code
13 2 (0.63%) Java 8
13 2 (0.63%) PowerShell
13 2 (0.63%) R
Qualifications
1 58 (18.35%) Degree
2 39 (12.34%) Computer Science Degree
3 18 (5.70%) ISEB
4 15 (4.75%) Microsoft Certification
5 14 (4.43%) ISEB Practitioner
6 13 (4.11%) PRINCE2 Practitioner
7 12 (3.80%) Security Cleared
8 11 (3.48%) CISSP
9 10 (3.16%) CISM
10 9 (2.85%) CCNA
10 9 (2.85%) Cisco Certification
10 9 (2.85%) SC Cleared
11 8 (2.53%) MCPD
11 8 (2.53%) Numerate Degree
12 7 (2.22%) HND
12 7 (2.22%) PMI Certification
13 6 (1.90%) MCSE
13 6 (1.90%) PMP
13 6 (1.90%) VMware Certified Professional (VCP)
14 4 (1.27%) Master's Degree
Quality Assurance & Compliance
1 38 (12.03%) GDPR
2 16 (5.06%) Data Quality
3 10 (3.16%) SLA
4 9 (2.85%) PCI DSS
5 8 (2.53%) QA
6 7 (2.22%) ISO/IEC 27001
7 5 (1.58%) Cyber Essentials
8 4 (1.27%) PMO
9 3 (0.95%) Cyber Essentials PLUS
9 3 (0.95%) ISO/IEC 20000
10 1 (0.32%) COBIT
10 1 (0.32%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 12 (3.80%) Active Directory
2 5 (1.58%) Docker
3 4 (1.27%) Varnish
4 2 (0.63%) VMware ESXi
4 2 (0.63%) VMware Infrastructure
4 2 (0.63%) vSphere
4 2 (0.63%) XenApp
5 1 (0.32%) Hyper-V
5 1 (0.32%) Virtual Machines
5 1 (0.32%) VirtualBox
5 1 (0.32%) XenDesktop
Systems Management
1 6 (1.90%) HP ALM
2 4 (1.27%) HP Quality Center
3 2 (0.63%) Nessus
3 2 (0.63%) QRadar
4 1 (0.32%) Ansible
4 1 (0.32%) Backup Exec
4 1 (0.32%) Cisco Prime
4 1 (0.32%) Docker Swarm
4 1 (0.32%) EnCase
4 1 (0.32%) FTK
4 1 (0.32%) Kubernetes
4 1 (0.32%) Microsoft Clustering
4 1 (0.32%) Opscode Chef
4 1 (0.32%) Packer
4 1 (0.32%) Puppet
4 1 (0.32%) SCCM
4 1 (0.32%) Systems Management Server (SMS)
4 1 (0.32%) Terraform
Vendors
1 54 (17.09%) Microsoft
2 17 (5.38%) SAP
3 15 (4.75%) HP
4 13 (4.11%) JD Edwards
4 13 (4.11%) Salesforce.com
5 11 (3.48%) Tableau
6 10 (3.16%) Remedy
7 9 (2.85%) Oracle
7 9 (2.85%) VMware
8 6 (1.90%) Dell
9 5 (1.58%) Cisco
10 4 (1.27%) Axway
10 4 (1.27%) Google
10 4 (1.27%) IFS
10 4 (1.27%) MuleSoft
10 4 (1.27%) SEEBURGER
10 4 (1.27%) ServiceNow
10 4 (1.27%) Xamarin
11 2 (0.63%) AlienVault
11 2 (0.63%) Rapid7