Period
to 1 August 2021

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Manchester. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 1 August 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
North West > Manchester
6 months to
1 Aug 2021
Same period 2020 Same period 2019
Rank 36 35 23
Rank change year-on-year -1 -12 +12
Permanent jobs citing Analytical Skills 294 241 596
As % of all permanent jobs advertised in Manchester 6.25% 7.36% 9.17%
As % of the General category 13.13% 16.13% 16.88%
Number of salaries quoted 196 173 378
10th Percentile £30,750 £29,000 £24,000
25th Percentile £36,250 £37,500 £35,000
Median annual salary (50th Percentile) £47,500 £50,000 £45,000
Median % change year-on-year -5.00% +11.11% -
75th Percentile £62,625 £70,000 £58,750
90th Percentile £71,250 £74,500 £68,750
North West median annual salary £44,000 £46,375 £43,000
% change year-on-year -5.12% +7.85% +1.18%

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 Manchester with a requirement for common skills.

All General Skills
Manchester
Permanent vacancies with a requirement for common skills 2,239 1,494 3,530
As % of all permanent IT jobs advertised in Manchester 47.60% 45.62% 54.30%
Number of salaries quoted 1,593 1,145 2,589
10th Percentile £28,750 £30,000 £26,250
25th Percentile £37,500 £37,500 £35,500
Median annual salary (50th Percentile) £50,000 £50,000 £45,000
Median % change year-on-year - +11.11% -
75th Percentile £66,000 £62,500 £59,610
90th Percentile £82,500 £72,500 £72,350
North West median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +5.88%

Analytical Skills
Job Vacancy Trend in Manchester

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

Job vacancy trend for Analytical Skills in Manchester

Analytical Skills
Salary Trend in Manchester

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

Salary trend for Analytical Skills in Manchester

Analytical Skills
Salary Histogram in Manchester

Salary distribution for jobs citing Analytical Skills in Manchester over the 6 months to 1 August 2021.

Salary histogram for Analytical Skills in Manchester

Analytical Skills
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Manchester region over the 6 months to 1 August 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stockport +9 13 £55,000 +41.03% 2
Bolton -8 10 £47,500 +48.44% 2
Altrincham +2 6 £34,000 -9.33% 1
Wigan +4 4 £36,000 -10.86% 2
Salford -4 4 £54,653 +55.20% 5
Bury -4 4 £32,750 -29.19% 3
Cheadle +7 1 £57,500 - 1
Heywood -1 1 - -
Analytical Skills
North West

For the 6 months to 1 August 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 Manchester region with a requirement for Analytical Skills.

1 126 (42.86%) Social Skills
2 120 (40.82%) Problem-Solving
3 102 (34.69%) Agile Software Development
4 80 (27.21%) SQL
5 76 (25.85%) Microsoft
6 74 (25.17%) Analytics
7 72 (24.49%) Finance
8 59 (20.07%) Business Intelligence
9 57 (19.39%) Degree
10 55 (18.71%) Azure
11 52 (17.69%) Microsoft Excel
12 45 (15.31%) Continuous Improvement
13 44 (14.97%) SQL Server
13 44 (14.97%) Retail
14 43 (14.63%) Microsoft Office
15 42 (14.29%) Stakeholder Management
16 41 (13.95%) Service Delivery
16 41 (13.95%) Power Platform
17 38 (12.93%) Power BI
18 36 (12.24%) JavaScript
19 35 (11.90%) .NET
20 34 (11.56%) Marketing
20 34 (11.56%) React
21 31 (10.54%) Decision-Making
21 31 (10.54%) CRM
21 31 (10.54%) Software Engineering
22 30 (10.20%) Windows
22 30 (10.20%) Visualisation
23 29 (9.86%) C#
23 29 (9.86%) Line Management

Analytical Skills
Co-occurring IT Skills in Manchester 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 6 (2.04%) IIS
2 4 (1.36%) Confluence
3 3 (1.02%) SharePoint
4 2 (0.68%) Apache Spark
4 2 (0.68%) CMS
4 2 (0.68%) SAS
5 1 (0.34%) Apache
5 1 (0.34%) JBoss
5 1 (0.34%) MS Exchange
5 1 (0.34%) Oracle SOA Suite
5 1 (0.34%) Tomcat
5 1 (0.34%) WebLogic
Applications
1 52 (17.69%) Microsoft Excel
2 43 (14.63%) Microsoft Office
3 10 (3.40%) MS Visio
4 8 (2.72%) Microsoft PowerPoint
5 3 (1.02%) SPSS
6 2 (0.68%) Microsoft Project
6 2 (0.68%) Spreadsheet
7 1 (0.34%) Stata
Business Applications
1 5 (1.70%) Dynamics CRM
2 3 (1.02%) Dynamics AX
2 3 (1.02%) IBM Planning Analytics
3 2 (0.68%) iTrent
4 1 (0.34%) Eloqua
4 1 (0.34%) Maximo
4 1 (0.34%) NetSuite
4 1 (0.34%) Oracle Assets
4 1 (0.34%) Oracle Cash Management
4 1 (0.34%) Oracle EBS
4 1 (0.34%) Oracle Payables
4 1 (0.34%) Oracle Procure-to-Pay
4 1 (0.34%) Oracle Receivables
4 1 (0.34%) Veritas eDiscovery
Cloud Services
1 55 (18.71%) Azure
2 41 (13.95%) Power Platform
3 18 (6.12%) AWS
4 16 (5.44%) Microsoft 365
5 12 (4.08%) SaaS
5 12 (4.08%) ServiceMax
6 9 (3.06%) Google Analytics
7 7 (2.38%) Azure Data Factory
8 6 (2.04%) Dynamics 365
8 6 (2.04%) GitHub
9 5 (1.70%) Azure Logic Apps
9 5 (1.70%) Azure Synapse Analytics
9 5 (1.70%) Firebase
9 5 (1.70%) GCP
9 5 (1.70%) PaaS
10 4 (1.36%) Power Automate
10 4 (1.36%) Serverless
11 3 (1.02%) Azure Key Vault
11 3 (1.02%) Azure Service Bus
11 3 (1.02%) Google Ads
Communications & Networking
1 7 (2.38%) DHCP
1 7 (2.38%) DNS
2 3 (1.02%) SSL
3 2 (0.68%) Firewall
3 2 (0.68%) FTP
3 2 (0.68%) Internet
3 2 (0.68%) SMTP
3 2 (0.68%) SSH
3 2 (0.68%) TCP/IP
4 1 (0.34%) Network Security
4 1 (0.34%) RFID
4 1 (0.34%) VPN
Database & Business Intelligence
1 44 (14.97%) SQL Server
2 38 (12.93%) Power BI
3 22 (7.48%) Data Warehouse
4 16 (5.44%) Tableau
5 11 (3.74%) SQL Server Integration Services
5 11 (3.74%) SQL Server Reporting Services
6 9 (3.06%) QlikView
7 7 (2.38%) Data Lake
7 7 (2.38%) SQL Server 2016
7 7 (2.38%) SQL Server Analysis Services
8 6 (2.04%) Microsoft Analysis Services
9 5 (1.70%) Data Mining
9 5 (1.70%) Relational Database
10 4 (1.36%) Enterprise Data Warehouse
10 4 (1.36%) MySQL
10 4 (1.36%) Oracle Reports
11 3 (1.02%) Big Data
11 3 (1.02%) BusinessObjects
11 3 (1.02%) MongoDB
11 3 (1.02%) Qlik Sense
Development Applications
1 20 (6.80%) Visual Studio
2 10 (3.40%) Git (software)
2 10 (3.40%) Jenkins
3 9 (3.06%) JIRA
4 6 (2.04%) MSTest
5 5 (1.70%) Artifactory
5 5 (1.70%) fastlane
6 4 (1.36%) SonarQube
7 3 (1.02%) Cypress.io
7 3 (1.02%) SQL Server Management Studio (SSMS)
7 3 (1.02%) TeamCity
7 3 (1.02%) webpack
8 2 (0.68%) JMeter
8 2 (0.68%) Postman
9 1 (0.34%) gulp
9 1 (0.34%) Katalon Studio
9 1 (0.34%) Octopus Deploy
9 1 (0.34%) Sonatype Nexus
9 1 (0.34%) tSQLt
9 1 (0.34%) Visual Studio Code
General
1 126 (42.86%) Social Skills
2 72 (24.49%) Finance
3 44 (14.97%) Retail
4 34 (11.56%) Marketing
5 28 (9.52%) Law
6 19 (6.46%) Organisational Skills
7 16 (5.44%) Inclusion and Diversity
8 15 (5.10%) Public Sector
9 12 (4.08%) Back Office
10 11 (3.74%) Manufacturing
11 10 (3.40%) Legal
12 9 (3.06%) Presentation Skills
12 9 (3.06%) Telecoms
13 6 (2.04%) Electronics
14 5 (1.70%) Banking
14 5 (1.70%) Influencing Skills
15 3 (1.02%) Advertising
15 3 (1.02%) Multimedia
16 2 (0.68%) Financial Institution
16 2 (0.68%) Games
Job Titles
1 94 (31.97%) Analyst
2 49 (16.67%) Developer
3 16 (5.44%) Software Engineer
4 15 (5.10%) Business Analyst
5 14 (4.76%) Data Analyst
6 12 (4.08%) Process Analyst
6 12 (4.08%) Process Improvement Analyst
7 11 (3.74%) Architect
7 11 (3.74%) Business Intelligence Developer
7 11 (3.74%) Front End Developer (Client-Side Developer)
8 10 (3.40%) Data Engineer
9 9 (3.06%) Coordinator
9 9 (3.06%) Insight Analyst
9 9 (3.06%) Senior Analyst
10 8 (2.72%) Consultant
10 8 (2.72%) Data Architect
10 8 (2.72%) Senior Developer
11 7 (2.38%) Java Developer
11 7 (2.38%) React Developer
12 6 (2.04%) .NET Developer
Libraries, Frameworks & Software Standards
1 35 (11.90%) .NET
2 34 (11.56%) React
3 24 (8.16%) CSS
4 22 (7.48%) HTML
5 13 (4.42%) AngularJS
6 12 (4.08%) XML
7 11 (3.74%) Blazor
7 11 (3.74%) Node.js
8 9 (3.06%) .NET Framework
8 9 (3.06%) jQuery
9 8 (2.72%) HTML5
10 7 (2.38%) ASP.NET Web API
10 7 (2.38%) RESTful
11 6 (2.04%) .NET Core
11 6 (2.04%) Ajax
11 6 (2.04%) React Native
11 6 (2.04%) Web Services
12 5 (1.70%) Apache Flex
12 5 (1.70%) Express
12 5 (1.70%) YAML
Miscellaneous
1 20 (6.80%) Self-Motivation
2 17 (5.78%) Management Information System
3 12 (4.08%) User Experience
4 10 (3.40%) Data Structures
5 9 (3.06%) Reinsurance
6 7 (2.38%) Analytical Mindset
7 5 (1.70%) Algorithms
7 5 (1.70%) Greenfield Project
8 4 (1.36%) Cardano
8 4 (1.36%) Data Protection Act
8 4 (1.36%) e-Learning
9 3 (1.02%) Blog
9 3 (1.02%) Enterprise Software
9 3 (1.02%) FMCG
10 2 (0.68%) Distributed Denial-of-Service
10 2 (0.68%) EPoS
10 2 (0.68%) Freedom of Information
10 2 (0.68%) Mobile App
10 2 (0.68%) NHS
10 2 (0.68%) Video\Live Streaming
Operating Systems
1 30 (10.20%) Windows
2 13 (4.42%) Linux
3 6 (2.04%) Android
3 6 (2.04%) Apple iOS
4 5 (1.70%) Windows Server
5 3 (1.02%) Unix
6 2 (0.68%) Windows 10
7 1 (0.34%) CentOS
7 1 (0.34%) Mac OS
7 1 (0.34%) Mac OS X
Processes & Methodologies
1 120 (40.82%) Problem-Solving
2 102 (34.69%) Agile Software Development
3 74 (25.17%) Analytics
4 59 (20.07%) Business Intelligence
5 45 (15.31%) Continuous Improvement
6 42 (14.29%) Stakeholder Management
7 41 (13.95%) Service Delivery
8 31 (10.54%) CRM
8 31 (10.54%) Decision-Making
8 31 (10.54%) Software Engineering
9 30 (10.20%) Visualisation
10 29 (9.86%) Line Management
11 27 (9.18%) Change Management
11 27 (9.18%) Computer Science
12 26 (8.84%) Business Analysis
13 25 (8.50%) DevOps
13 25 (8.50%) Workshop Facilitation
14 24 (8.16%) Data Analysis
14 24 (8.16%) Facilities Management
14 24 (8.16%) Scrum
Programming Languages
1 80 (27.21%) SQL
2 36 (12.24%) JavaScript
3 29 (9.86%) C#
4 20 (6.80%) Python
5 18 (6.12%) VBA
6 17 (5.78%) T-SQL
7 16 (5.44%) Java
7 16 (5.44%) TypeScript
8 10 (3.40%) R
9 7 (2.38%) PowerShell
10 4 (1.36%) Data Analysis Expressions (DAX)
10 4 (1.36%) Scala
11 3 (1.02%) C
11 3 (1.02%) PHP
12 2 (0.68%) AWK
12 2 (0.68%) Bash Shell
12 2 (0.68%) C++
12 2 (0.68%) Go
12 2 (0.68%) Korn
12 2 (0.68%) Perl
Qualifications
1 57 (19.39%) Degree
2 22 (7.48%) Computer Science Degree
3 6 (2.04%) DBS Check
4 4 (1.36%) ACCA
4 4 (1.36%) CIMA
4 4 (1.36%) TOGAF Certification
5 3 (1.02%) ISEB
5 3 (1.02%) ISTQB
5 3 (1.02%) Master's Degree
5 3 (1.02%) PhD
6 2 (0.68%) CISSP
7 1 (0.34%) CISA
7 1 (0.34%) CISM
7 1 (0.34%) CSPO
7 1 (0.34%) DV Cleared
7 1 (0.34%) Microsoft Certification
7 1 (0.34%) Numerate Degree
7 1 (0.34%) Oracle Certification
7 1 (0.34%) SC Cleared
7 1 (0.34%) Security Cleared
Quality Assurance & Compliance
1 26 (8.84%) QA
2 21 (7.14%) SLA
3 15 (5.10%) Data Quality
3 15 (5.10%) GDPR
4 3 (1.02%) PMO
5 1 (0.34%) HIPAA
5 1 (0.34%) ISO/IEC 27001
5 1 (0.34%) NIST
5 1 (0.34%) Sarbanes-Oxley
System Software
1 8 (2.72%) Docker
2 7 (2.38%) Active Directory
3 1 (0.34%) vSphere
Systems Management
1 7 (2.38%) Kubernetes
2 6 (2.04%) Terraform
3 2 (0.68%) Ansible
3 2 (0.68%) Jamf Pro
3 2 (0.68%) Nessus
4 1 (0.34%) Failover Clustering
4 1 (0.34%) Microsoft Clustering
4 1 (0.34%) Single Sign-On
Vendors
1 76 (25.85%) Microsoft
2 23 (7.82%) Salesforce.com
3 12 (4.08%) Google
3 12 (4.08%) Oracle
4 9 (3.06%) SAP
5 6 (2.04%) Cognos
6 5 (1.70%) Alteryx
7 3 (1.02%) Adobe
7 3 (1.02%) Databricks
8 2 (0.68%) Apple
8 2 (0.68%) Atlassian
8 2 (0.68%) Avaya
8 2 (0.68%) IBM
8 2 (0.68%) Qualys
8 2 (0.68%) UiPath
8 2 (0.68%) VMware
8 2 (0.68%) Workday
9 1 (0.34%) Informatica
9 1 (0.34%) Sitecore
9 1 (0.34%) Teradata