Period
to 16 October 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 16 October 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
West Midlands > Birmingham
6 months to
16 Oct 2021
Same period 2020 Same period 2019
Rank 45 28 23
Rank change year-on-year -17 -5 -2
Permanent jobs citing Analytical Skills 173 74 228
As % of all permanent jobs advertised in Birmingham 5.31% 8.11% 8.59%
As % of the General category 11.28% 15.81% 16.44%
Number of salaries quoted 147 62 202
10th Percentile £31,700 £30,500 £26,250
25th Percentile £41,250 £41,250 £29,000
Median annual salary (50th Percentile) £52,500 £48,000 £40,000
Median % change year-on-year +9.38% +20.00% -
75th Percentile £68,750 £57,500 £52,500
90th Percentile £75,000 £60,000 £77,500
West Midlands median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -

Analytical Skills is in the General 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 common skills.

All General Skills
Birmingham
Permanent vacancies with a requirement for common skills 1,534 468 1,387
As % of all permanent IT jobs advertised in Birmingham 47.04% 51.26% 52.26%
Number of salaries quoted 1,166 386 1,189
10th Percentile £31,250 £35,000 £26,750
25th Percentile £41,250 £41,250 £33,500
Median annual salary (50th Percentile) £55,000 £50,000 £45,933
Median % change year-on-year +10.00% +8.86% +2.07%
75th Percentile £71,250 £60,000 £63,000
90th Percentile £83,750 £72,500 £75,000
West Midlands median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +4.65%

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 16 October 2021.

Salary histogram for Analytical Skills in Birmingham

For the 6 months to 16 October 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 76 (43.93%) Problem-Solving
2 75 (43.35%) Social Skills
3 60 (34.68%) SQL
4 51 (29.48%) Finance
5 47 (27.17%) Analytics
6 39 (22.54%) Business Intelligence
7 38 (21.97%) Microsoft
7 38 (21.97%) Azure
8 37 (21.39%) Agile Software Development
9 33 (19.08%) JavaScript
9 33 (19.08%) HTML
10 31 (17.92%) Power Platform
11 30 (17.34%) Power BI
12 28 (16.18%) CSS
13 27 (15.61%) Data Warehouse
13 27 (15.61%) AWS
13 27 (15.61%) Organisational Skills
14 25 (14.45%) AngularJS
15 23 (13.29%) Python
15 23 (13.29%) Oracle
16 22 (12.72%) .NET
16 22 (12.72%) Degree
17 21 (12.14%) Project Management
18 20 (11.56%) Data Modelling
19 18 (10.40%) C#
19 18 (10.40%) Change Management
19 18 (10.40%) SDLC
20 17 (9.83%) Git (software)
20 17 (9.83%) ETL
20 17 (9.83%) Logistics

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 7 (4.05%) Apache
2 4 (2.31%) SAS
3 3 (1.73%) Confluence
3 3 (1.73%) SharePoint
4 2 (1.16%) Apache Spark
4 2 (1.16%) CMS
4 2 (1.16%) MS Exchange
5 1 (0.58%) Drupal
5 1 (0.58%) Elasticsearch
5 1 (0.58%) Exchange Server 2010
5 1 (0.58%) IIS
5 1 (0.58%) WordPress
Applications
1 8 (4.62%) Microsoft Office
2 7 (4.05%) Microsoft Excel
3 3 (1.73%) MS Visio
3 3 (1.73%) Spreadsheet
4 2 (1.16%) Microsoft PowerPoint
Business Applications
1 6 (3.47%) Oracle BRM
2 2 (1.16%) NetSuite
3 1 (0.58%) Dynamics AX
3 1 (0.58%) Dynamics CRM
3 1 (0.58%) Magento
3 1 (0.58%) OpenCart
3 1 (0.58%) Oracle ERP
3 1 (0.58%) Remedy ITSM
3 1 (0.58%) Salesforce.com CRM
3 1 (0.58%) SAP S/4HANA
Cloud Services
1 38 (21.97%) Azure
2 31 (17.92%) Power Platform
3 27 (15.61%) AWS
4 11 (6.36%) Azure Data Factory
5 8 (4.62%) Amazon CloudWatch
5 8 (4.62%) Force.com
5 8 (4.62%) Microsoft 365
6 7 (4.05%) PowerApps
7 6 (3.47%) Azure Synapse Analytics
7 6 (3.47%) GCP
7 6 (3.47%) GitHub
7 6 (3.47%) PaaS
8 5 (2.89%) Power Automate
8 5 (2.89%) SaaS
9 3 (1.73%) IaaS
10 2 (1.16%) Google Analytics
10 2 (1.16%) Snowflake
11 1 (0.58%) Amazon Cognito
11 1 (0.58%) Azure Cosmos DB
11 1 (0.58%) Serverless
Communications & Networking
1 2 (1.16%) Firewall
2 1 (0.58%) DNS
2 1 (0.58%) Ethernet
2 1 (0.58%) MPLS
2 1 (0.58%) VPN
2 1 (0.58%) Wi-Fi
Database & Business Intelligence
1 30 (17.34%) Power BI
2 27 (15.61%) Data Warehouse
3 10 (5.78%) Big Data
3 10 (5.78%) SQL Server
4 9 (5.20%) Data Lake
5 8 (4.62%) Metadata
5 8 (4.62%) SQL Server Reporting Services
5 8 (4.62%) Tableau
6 7 (4.05%) Oracle Database
6 7 (4.05%) SQL Server Analysis Services
6 7 (4.05%) SQL Server Integration Services
7 6 (3.47%) Azure SQL Database
8 5 (2.89%) Apache Cassandra
8 5 (2.89%) Apache Ignite
9 4 (2.31%) Azure SQL Data Warehouse
9 4 (2.31%) Relational Database
10 3 (1.73%) PostgreSQL
11 2 (1.16%) Data Mining
11 2 (1.16%) DB2
11 2 (1.16%) MS Access
Development Applications
1 17 (9.83%) Git (software)
2 14 (8.09%) SQL Server Management Studio (SSMS)
3 12 (6.94%) Jenkins
4 10 (5.78%) Selenium
4 10 (5.78%) Visual Studio
5 7 (4.05%) JIRA
6 5 (2.89%) SpecFlow
7 3 (1.73%) Liquibase
7 3 (1.73%) Oracle APEX
8 2 (1.16%) gulp
8 2 (1.16%) IntelliJ
8 2 (1.16%) JUnit
9 1 (0.58%) Atlassian Bamboo
9 1 (0.58%) Bitbucket
9 1 (0.58%) Maven
9 1 (0.58%) MSTest
9 1 (0.58%) NUnit
9 1 (0.58%) Visual Studio Code
9 1 (0.58%) Visual Studio Team System
9 1 (0.58%) webpack
General
1 75 (43.35%) Social Skills
2 51 (29.48%) Finance
3 27 (15.61%) Organisational Skills
4 13 (7.51%) Marketing
4 13 (7.51%) Presentation Skills
5 11 (6.36%) Public Sector
6 9 (5.20%) Influencing Skills
6 9 (5.20%) Retail
7 7 (4.05%) Telecoms
8 6 (3.47%) Manufacturing
9 5 (2.89%) Banking
10 4 (2.31%) Back Office
10 4 (2.31%) Electronics
10 4 (2.31%) Inclusion and Diversity
10 4 (2.31%) Law
11 3 (1.73%) Advertising
11 3 (1.73%) Legal
11 3 (1.73%) Publishing
12 2 (1.16%) Billing
12 2 (1.16%) German Language
Job Titles
1 45 (26.01%) Analyst
2 44 (25.43%) Developer
3 17 (9.83%) Systems Analyst
4 15 (8.67%) Architect
5 13 (7.51%) Data Engineer
5 13 (7.51%) Java Developer
6 10 (5.78%) Business Analyst
6 10 (5.78%) Cloud Engineer
6 10 (5.78%) Configuration Analyst
7 9 (5.20%) AWS Engineer
7 9 (5.20%) Lead Developer
8 8 (4.62%) Business Intelligence Developer
8 8 (4.62%) C# Developer
8 8 (4.62%) Data Analyst
8 8 (4.62%) Full Stack Developer
8 8 (4.62%) Salesforce Developer
9 7 (4.05%) Data Architect
9 7 (4.05%) Software Developer
9 7 (4.05%) Solutions Architect
10 6 (3.47%) Business Systems Analyst
Libraries, Frameworks & Software Standards
1 33 (19.08%) HTML
2 28 (16.18%) CSS
3 25 (14.45%) AngularJS
4 22 (12.72%) .NET
5 12 (6.94%) REST
5 12 (6.94%) Web Services
6 11 (6.36%) ASP.NET
6 11 (6.36%) React
6 11 (6.36%) XML
7 8 (4.62%) Classic ASP
7 8 (4.62%) jQuery
7 8 (4.62%) Kafka
8 7 (4.05%) Ajax
9 6 (3.47%) .NET Framework
10 5 (2.89%) Flutter
10 5 (2.89%) JDBC
10 5 (2.89%) Node.js
11 4 (2.31%) CSS3
11 4 (2.31%) Entity Framework
11 4 (2.31%) PySpark
Miscellaneous
1 15 (8.67%) Analytical Mindset
2 12 (6.94%) Data Structures
3 11 (6.36%) User Experience
4 10 (5.78%) Management Information System
4 10 (5.78%) Self-Motivation
5 7 (4.05%) Legacy Systems
6 5 (2.89%) Augmented Reality
6 5 (2.89%) Mobile App
7 4 (2.31%) Algorithms
7 4 (2.31%) Enterprise Software
8 2 (1.16%) Credit Risk
8 2 (1.16%) Cyberattack
8 2 (1.16%) Driving Licence
9 1 (0.58%) Data Protection Act
9 1 (0.58%) Equities
9 1 (0.58%) Fixed Income
9 1 (0.58%) Freedom of Information
9 1 (0.58%) PKI
9 1 (0.58%) PMI
9 1 (0.58%) Wiki
Operating Systems
1 8 (4.62%) Windows
2 5 (2.89%) Android
2 5 (2.89%) Apple iOS
2 5 (2.89%) Linux
3 4 (2.31%) Unix
4 3 (1.73%) Windows Server
5 1 (0.58%) Windows Server 2008
5 1 (0.58%) Windows Server 2012
5 1 (0.58%) Windows Server 2016
Processes & Methodologies
1 76 (43.93%) Problem-Solving
2 47 (27.17%) Analytics
3 39 (22.54%) Business Intelligence
4 37 (21.39%) Agile Software Development
5 21 (12.14%) Project Management
6 20 (11.56%) Data Modelling
7 18 (10.40%) Change Management
7 18 (10.40%) SDLC
8 17 (9.83%) ETL
8 17 (9.83%) Logistics
9 16 (9.25%) Data Analysis
9 16 (9.25%) DevOps
10 15 (8.67%) Data Management
10 15 (8.67%) Data Science
10 15 (8.67%) Machine Learning
10 15 (8.67%) Mathematics
10 15 (8.67%) Project Delivery
10 15 (8.67%) Test Automation
11 14 (8.09%) Artificial Intelligence
11 14 (8.09%) Full Stack Development
Programming Languages
1 60 (34.68%) SQL
2 33 (19.08%) JavaScript
3 23 (13.29%) Python
4 18 (10.40%) C#
5 14 (8.09%) Java
5 14 (8.09%) TypeScript
6 7 (4.05%) T-SQL
7 5 (2.89%) C
8 4 (2.31%) R
9 3 (1.73%) Bash Shell
9 3 (1.73%) Data Analysis Expressions (DAX)
9 3 (1.73%) PL/SQL
9 3 (1.73%) PowerShell
9 3 (1.73%) VB.NET
9 3 (1.73%) VBA
10 2 (1.16%) ANSI SQL
11 1 (0.58%) Go
11 1 (0.58%) Perl
11 1 (0.58%) PHP
11 1 (0.58%) VB
Qualifications
1 22 (12.72%) Degree
2 5 (2.89%) Sun Certification
3 4 (2.31%) Computer Science Degree
4 3 (1.73%) AWS Certification
5 2 (1.16%) CCNA
5 2 (1.16%) Cisco Certification
5 2 (1.16%) SC Cleared
5 2 (1.16%) Security Cleared
6 1 (0.58%) APMP
6 1 (0.58%) CCNP
6 1 (0.58%) HNC
6 1 (0.58%) HND
6 1 (0.58%) ISEB
6 1 (0.58%) ISTQB
6 1 (0.58%) JNCIA
6 1 (0.58%) MBA
6 1 (0.58%) PMI Certification
Quality Assurance & Compliance
1 14 (8.09%) QA
2 11 (6.36%) Accessibility
3 10 (5.78%) Data Quality
4 9 (5.20%) GDPR
5 4 (2.31%) SLA
6 2 (1.16%) COBIT
7 1 (0.58%) PMO
System Software
1 2 (1.16%) Active Directory
2 1 (0.58%) Docker
2 1 (0.58%) Terminal Services
Systems Management
1 8 (4.62%) Grafana
1 8 (4.62%) Kubernetes
1 8 (4.62%) Terraform
2 1 (0.58%) Microsoft Intune
2 1 (0.58%) SCCM
2 1 (0.58%) SCOM
Vendors
1 38 (21.97%) Microsoft
2 23 (13.29%) Oracle
3 10 (5.78%) Salesforce.com
4 9 (5.20%) Databricks
5 8 (4.62%) Dynatrace
6 7 (4.05%) SAP
7 5 (2.89%) Google
8 4 (2.31%) Civica
9 3 (1.73%) Sencha
10 2 (1.16%) ArcSight
10 2 (1.16%) Atlassian
10 2 (1.16%) Cisco
10 2 (1.16%) Cognos
10 2 (1.16%) ServiceNow
11 1 (0.58%) BMC
11 1 (0.58%) IBM
11 1 (0.58%) Juniper
11 1 (0.58%) Nokia
11 1 (0.58%) Remedy
11 1 (0.58%) Sybase