Period
to 3 March 2021

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 3 March 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
West Midlands > Birmingham
6 months to
3 Mar 2021
Same period 2020 Same period 2019
Rank 44 19 29
Rank change year-on-year -25 +10 -18
Permanent jobs citing Analytical Skills 95 203 283
As % of all permanent jobs advertised in Birmingham 5.52% 8.31% 8.82%
As % of the Miscellaneous category 17.92% 23.44% 19.40%
Number of salaries quoted 89 199 179
Median annual salary £55,000 £45,000 £42,500
Median salary % change year-on-year +22.22% +5.88% -10.53%
10th Percentile £31,000 £29,000 £26,750
90th Percentile £81,250 £77,500 £68,000
West Midlands median annual salary £45,000 £42,500 £37,500
% change year-on-year +5.88% +13.33% -10.92%

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 530 866 1,459
As % of all permanent IT jobs advertised in Birmingham 30.81% 35.43% 45.47%
Number of salaries quoted 431 761 948
Median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £32,500 £29,000 £27,500
90th Percentile £77,500 £77,500 £77,500
West Midlands median annual salary £45,000 £45,000 £44,000
% change year-on-year - +2.27% +10.00%

Analytical Skills
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Analytical Skills in Birmingham

Analytical Skills
Salary Trend in Birmingham

3-month moving average salary quoted in jobs citing Analytical Skills in Birmingham.

Salary trend for Analytical Skills in Birmingham

Analytical Skills
Salary Histogram in Birmingham

Salary distribution for jobs citing Analytical Skills in Birmingham over the 6 months to 3 March 2021.

Salary histogram for Analytical Skills in Birmingham

For the 6 months to 3 March 2021, 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 47 (49.47%) Problem-Solving
2 32 (33.68%) Azure
3 30 (31.58%) Agile Software Development
4 29 (30.53%) SQL
5 24 (25.26%) HTML
5 24 (25.26%) Finance
6 23 (24.21%) JavaScript
7 20 (21.05%) AngularJS
7 20 (21.05%) Analytics
8 18 (18.95%) DevOps
8 18 (18.95%) CSS
9 16 (16.84%) Business Intelligence
9 16 (16.84%) Public Sector
10 15 (15.79%) .NET
11 14 (14.74%) Stakeholder Management
12 13 (13.68%) Microsoft Excel
12 13 (13.68%) CRM
12 13 (13.68%) Degree
13 12 (12.63%) Data Analysis
13 12 (12.63%) Microsoft
13 12 (12.63%) React
14 11 (11.58%) Power Platform
14 11 (11.58%) Customer-Centricity
14 11 (11.58%) Power BI
14 11 (11.58%) Acceptance Criteria
14 11 (11.58%) SQL Server
14 11 (11.58%) C#
14 11 (11.58%) Microsoft Office
14 11 (11.58%) Scrum
14 11 (11.58%) Salesforce.com

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 5 (5.26%) Elasticsearch
1 5 (5.26%) IIS
2 4 (4.21%) SharePoint
3 2 (2.11%) MS Exchange
4 1 (1.05%) Confluence
4 1 (1.05%) Drupal
Applications
1 13 (13.68%) Microsoft Excel
2 11 (11.58%) Microsoft Office
3 4 (4.21%) Microsoft PowerPoint
3 4 (4.21%) Spreadsheet
4 3 (3.16%) Chatbot
5 2 (2.11%) Microsoft Project
6 1 (1.05%) MS Visio
Business Applications
1 3 (3.16%) Dynamics CRM
2 2 (2.11%) SAP HCM
2 2 (2.11%) SAP HR
2 2 (2.11%) SAP Payroll
3 1 (1.05%) JDE EnterpriseOne
3 1 (1.05%) JDE World
Cloud Services
1 32 (33.68%) Azure
2 11 (11.58%) AWS
2 11 (11.58%) Power Platform
3 7 (7.37%) Serverless
4 6 (6.32%) AWS Lambda
4 6 (6.32%) npm
4 6 (6.32%) SaaS
5 3 (3.16%) Amazon CloudWatch
5 3 (3.16%) Amazon Cognito
5 3 (3.16%) AWS CodeBuild
5 3 (3.16%) Azure Active Directory
5 3 (3.16%) Microsoft 365
6 2 (2.11%) Logic Apps
7 1 (1.05%) Azure Stack
7 1 (1.05%) GitHub
7 1 (1.05%) IaaS
7 1 (1.05%) OpenShift
7 1 (1.05%) PaaS
Communications & Networking
1 6 (6.32%) VoIP
2 3 (3.16%) Firewall
2 3 (3.16%) Internet
2 3 (3.16%) PSTN
2 3 (3.16%) Wi-Fi
3 2 (2.11%) Network Security
3 2 (2.11%) SMTP
3 2 (2.11%) Wireless
4 1 (1.05%) AMQP
4 1 (1.05%) BGP
4 1 (1.05%) LAN
4 1 (1.05%) OSPF
4 1 (1.05%) SMS
4 1 (1.05%) TCP/IP
4 1 (1.05%) VLAN
4 1 (1.05%) WAN
4 1 (1.05%) WebEx
Database & Business Intelligence
1 11 (11.58%) Power BI
1 11 (11.58%) SQL Server
2 9 (9.47%) Data Warehouse
3 6 (6.32%) MySQL
3 6 (6.32%) NoSQL
4 4 (4.21%) Relational Database
4 4 (4.21%) SQL Server 2012
5 3 (3.16%) Redis
5 3 (3.16%) SQL Server Integration Services
6 2 (2.11%) Azure SQL Data Warehouse
6 2 (2.11%) SQL Server Reporting Services
7 1 (1.05%) Data Mining
7 1 (1.05%) MongoDB
7 1 (1.05%) OLAP
7 1 (1.05%) Oracle Reports
7 1 (1.05%) RDBMS
7 1 (1.05%) SQL Server Analysis Services
Development Applications
1 9 (9.47%) Visual Studio Team System
2 7 (7.37%) Git (software)
3 6 (6.32%) Selenium
4 5 (5.26%) JIRA
4 5 (5.26%) SQL Server Management Studio (SSMS)
5 4 (4.21%) Cypress.io
5 4 (4.21%) SpecFlow
6 3 (3.16%) gulp
6 3 (3.16%) Jasmine
6 3 (3.16%) jspm
6 3 (3.16%) NUnit
7 2 (2.11%) Moq
7 2 (2.11%) MSTest
8 1 (1.05%) Cucumber
8 1 (1.05%) JBehave
8 1 (1.05%) Jenkins
8 1 (1.05%) JUnit
8 1 (1.05%) PHPUnit
8 1 (1.05%) Visual Studio
8 1 (1.05%) WebDriver
General
1 24 (25.26%) Finance
2 16 (16.84%) Public Sector
3 5 (5.26%) Marketing
4 3 (3.16%) Advertising
5 2 (2.11%) Law
5 2 (2.11%) Retail
6 1 (1.05%) General Ledger
Job Titles
1 24 (25.26%) Analyst
1 24 (25.26%) Developer
2 11 (11.58%) Business Analyst
2 11 (11.58%) Full Stack Developer
3 10 (10.53%) Architect
4 8 (8.42%) Senior Developer
5 7 (7.37%) Agile Business Analyst
5 7 (7.37%) Digital Transformation
5 7 (7.37%) Project Manager
6 6 (6.32%) .NET Developer
6 6 (6.32%) Digital Analyst
6 6 (6.32%) Digital Business Analyst
6 6 (6.32%) Digital Transformation Business Analyst
6 6 (6.32%) Transformation Analyst
7 5 (5.26%) Front End Developer (Client-Side Developer)
7 5 (5.26%) Graduate
7 5 (5.26%) Senior Full Stack Developer
7 5 (5.26%) Test Analyst
8 4 (4.21%) Business Intelligence Developer
8 4 (4.21%) Salesforce Administrator
Libraries, Frameworks & Software Standards
1 24 (25.26%) HTML
2 20 (21.05%) AngularJS
3 18 (18.95%) CSS
4 15 (15.79%) .NET
5 12 (12.63%) React
6 10 (10.53%) RESTful
7 9 (9.47%) jQuery
8 8 (8.42%) .NET Framework
8 8 (8.42%) ASP.NET
8 8 (8.42%) ASP.NET Web API
8 8 (8.42%) JSON
9 7 (7.37%) HTML5
10 6 (6.32%) REST
10 6 (6.32%) Sass
11 5 (5.26%) Ajax
11 5 (5.26%) ASP.NET MVC
11 5 (5.26%) Entity Framework
11 5 (5.26%) WCF
12 4 (4.21%) Node.js
12 4 (4.21%) OpenID
Miscellaneous
1 8 (8.42%) Management Information System
2 6 (6.32%) Mobile App
3 4 (4.21%) Algorithms
3 4 (4.21%) Taxonomies
3 4 (4.21%) User Experience
4 3 (3.16%) Data Structures
4 3 (3.16%) IVR
5 2 (2.11%) Analytical Mindset
5 2 (2.11%) Clustering
5 2 (2.11%) Data Protection Act
5 2 (2.11%) Embedded Systems
5 2 (2.11%) SCADA
5 2 (2.11%) Video\Live Streaming
6 1 (1.05%) Cloud Native
6 1 (1.05%) NHS
6 1 (1.05%) Private Cloud
6 1 (1.05%) Public Cloud
6 1 (1.05%) Replication
6 1 (1.05%) Self-Motivation
Operating Systems
1 10 (10.53%) Windows
2 3 (3.16%) Apple iOS
3 2 (2.11%) Windows Server
4 1 (1.05%) Android
4 1 (1.05%) Windows 10
Processes & Methodologies
1 47 (49.47%) Problem-Solving
2 30 (31.58%) Agile Software Development
3 20 (21.05%) Analytics
4 18 (18.95%) DevOps
5 16 (16.84%) Business Intelligence
6 14 (14.74%) Stakeholder Management
7 13 (13.68%) CRM
8 12 (12.63%) Data Analysis
9 11 (11.58%) Acceptance Criteria
9 11 (11.58%) Customer-Centricity
9 11 (11.58%) Mathematics
9 11 (11.58%) Scrum
10 10 (10.53%) Front End Development
10 10 (10.53%) Project Management
10 10 (10.53%) User-Centered Design (UCD)
11 9 (9.47%) Decision-Making
11 9 (9.47%) Microservices
12 8 (8.42%) Data Modelling
12 8 (8.42%) TDD
12 8 (8.42%) User Stories
Programming Languages
1 29 (30.53%) SQL
2 23 (24.21%) JavaScript
3 11 (11.58%) C#
4 9 (9.47%) Java
5 8 (8.42%) T-SQL
5 8 (8.42%) TypeScript
6 3 (3.16%) C
6 3 (3.16%) ES6
7 2 (2.11%) Data Analysis Expressions (DAX)
7 2 (2.11%) Go
7 2 (2.11%) PowerShell
7 2 (2.11%) Python
8 1 (1.05%) C++
8 1 (1.05%) PHP
8 1 (1.05%) PL/SQL
8 1 (1.05%) R
8 1 (1.05%) RPG
Qualifications
1 13 (13.68%) Degree
2 4 (4.21%) Security Cleared
3 3 (3.16%) ISTQB
3 3 (3.16%) SC Cleared
4 2 (2.11%) BPSS Clearance
4 2 (2.11%) CHECK Team Member
4 2 (2.11%) CREST Certified
4 2 (2.11%) Cyber Scheme
4 2 (2.11%) DV Cleared
4 2 (2.11%) PRINCE2 Practitioner
5 1 (1.05%) CCIE
5 1 (1.05%) CCNP
5 1 (1.05%) Cisco Certification
5 1 (1.05%) Computer Science Degree
5 1 (1.05%) DBS Check
5 1 (1.05%) Master's Degree
5 1 (1.05%) PRINCE2 Certification
Quality Assurance & Compliance
1 7 (7.37%) QA
2 6 (6.32%) Data Quality
3 4 (4.21%) ISO/IEC 27001
4 3 (3.16%) GDPR
4 3 (3.16%) PMO
5 2 (2.11%) ISO 22301
6 1 (1.05%) Sarbanes-Oxley
6 1 (1.05%) SLA
System Software
1 5 (5.26%) Active Directory
2 4 (4.21%) Docker
3 2 (2.11%) VMware ESXi
4 1 (1.05%) Varnish
Systems Management
1 4 (4.21%) MIIS
1 4 (4.21%) Single Sign-On
2 3 (3.16%) Kubernetes
3 2 (2.11%) Microsoft Clustering
3 2 (2.11%) Microsoft Intune
3 2 (2.11%) SCCM
3 2 (2.11%) vCenter Server
Vendors
1 12 (12.63%) Microsoft
2 11 (11.58%) Salesforce.com
3 9 (9.47%) Cadence
4 6 (6.32%) Oracle
5 3 (3.16%) Avaya
5 3 (3.16%) Google
5 3 (3.16%) Verint
6 2 (2.11%) IFS
6 2 (2.11%) Sage
6 2 (2.11%) SAP
6 2 (2.11%) VMware
7 1 (1.05%) Alteryx
7 1 (1.05%) Apple
7 1 (1.05%) Cisco
7 1 (1.05%) Cognos
7 1 (1.05%) Databricks
7 1 (1.05%) HP
7 1 (1.05%) JD Edwards
7 1 (1.05%) LANSA
7 1 (1.05%) Palo Alto