Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 10 May 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 10 May 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
North West > Manchester
6 months to
10 May 2021		 Same period 2020 Same period 2019
Rank 38 36 27
Rank change year-on-year -2 -9 +9
Permanent jobs citing Analytical Skills 241 309 540
As % of all permanent jobs advertised in Manchester 6.38% 7.10% 8.72%
As % of the General category 14.41% 15.09% 15.85%
Number of salaries quoted 195 226 402
10th Percentile £31,250 £26,250 £24,000
25th Percentile £36,875 £31,500 £32,125
Median annual salary (50th Percentile) £48,000 £47,500 £45,000
Median % change year-on-year +1.05% +5.56% -5.26%
75th Percentile £62,500 £65,000 £57,500
90th Percentile £75,000 £82,500 £72,206
North West median annual salary £47,500 £42,500 £45,000
% change year-on-year +11.76% -5.56% -

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 1,673 2,048 3,406
As % of all permanent IT jobs advertised in Manchester 44.32% 47.05% 55.02%
Number of salaries quoted 1,364 1,540 2,626
10th Percentile £28,750 £27,975 £26,000
25th Percentile £36,500 £35,000 £35,000
Median annual salary (50th Percentile) £50,000 £50,000 £45,000
Median % change year-on-year - +11.11% -
75th Percentile £65,000 £61,250 £60,000
90th Percentile £78,750 £76,250 £72,500
North West median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

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 10 May 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 10 May 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
Altrincham +11 25 £36,500 +52.08%
Bolton +3 11 £47,500 +26.67% 3
Stockport +13 6 £47,750 +23.23%
Wigan +1 2 £60,000 +78.08%
Salford +8 1 £54,653 +110.20% 1
Cheadle +3 1 £57,500 +19.17% 2
Heywood 0 1 - -
Oldham 0 1 £45,000 +14.65%
Bury -3 1 £35,000 -6.67% 4
Analytical Skills
North West

For the 6 months to 10 May 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 97 (40.25%) Problem-Solving
2 94 (39.00%) Social Skills
3 81 (33.61%) Agile Software Development
4 71 (29.46%) Finance
5 65 (26.97%) SQL
6 63 (26.14%) Business Intelligence
7 51 (21.16%) Microsoft
8 46 (19.09%) Azure
8 46 (19.09%) Analytics
9 42 (17.43%) .NET
10 38 (15.77%) Analytical Thinking
11 36 (14.94%) Project Management
11 36 (14.94%) Mathematics
12 35 (14.52%) SQL Server
12 35 (14.52%) Windows
13 33 (13.69%) Degree
14 32 (13.28%) Stakeholder Management
15 31 (12.86%) Microsoft Office
15 31 (12.86%) Change Management
15 31 (12.86%) Power Platform
16 29 (12.03%) Power BI
16 29 (12.03%) Microsoft Excel
16 29 (12.03%) Marketing
17 27 (11.20%) GDPR
18 25 (10.37%) AWS
18 25 (10.37%) Linux
19 24 (9.96%) PRINCE2
19 24 (9.96%) JavaScript
19 24 (9.96%) Data Analysis
19 24 (9.96%) Computer Science

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 7 (2.90%) MS Exchange
2 4 (1.66%) SharePoint
3 3 (1.24%) CMS
4 2 (0.83%) Confluence
5 1 (0.41%) Apache
5 1 (0.41%) IIS
5 1 (0.41%) JBoss
5 1 (0.41%) Tomcat
Applications
1 31 (12.86%) Microsoft Office
2 29 (12.03%) Microsoft Excel
3 4 (1.66%) MS Visio
3 4 (1.66%) OmniGraffle
4 2 (0.83%) Microsoft PowerPoint
Business Applications
1 1 (0.41%) Dynamics CRM
1 1 (0.41%) Oracle Assets
1 1 (0.41%) Oracle Cash Management
1 1 (0.41%) Oracle Payables
1 1 (0.41%) Oracle Procure-to-Pay
1 1 (0.41%) Oracle Receivables
1 1 (0.41%) SAP MM
1 1 (0.41%) Veritas eDiscovery
1 1 (0.41%) Visualfiles
Cloud Services
1 46 (19.09%) Azure
2 31 (12.86%) Power Platform
3 25 (10.37%) AWS
4 15 (6.22%) SaaS
5 14 (5.81%) Microsoft 365
6 8 (3.32%) GCP
7 4 (1.66%) Serverless
8 3 (1.24%) AWS CloudFormation
9 2 (0.83%) AWS Lambda
9 2 (0.83%) Azure Data Factory
9 2 (0.83%) ServiceMax
10 1 (0.41%) Amazon Cognito
10 1 (0.41%) Azure Cosmos DB
10 1 (0.41%) Azure Functions
10 1 (0.41%) Azure Service Fabric
10 1 (0.41%) Azure Stack
10 1 (0.41%) Azure Synapse Analytics
10 1 (0.41%) Google Data Studio
10 1 (0.41%) Google Tag Manager
10 1 (0.41%) Slack
Communications & Networking
1 9 (3.73%) DNS
2 8 (3.32%) SSL
3 7 (2.90%) Firewall
3 7 (2.90%) FTP
3 7 (2.90%) VPN
4 6 (2.49%) IPsec
4 6 (2.49%) LAN
4 6 (2.49%) VLAN
4 6 (2.49%) WAN
4 6 (2.49%) WLAN
5 3 (1.24%) DHCP
6 1 (0.41%) Network Security
6 1 (0.41%) Radio Access Network
6 1 (0.41%) SMTP
6 1 (0.41%) SSH
6 1 (0.41%) TCP/IP
Database & Business Intelligence
1 35 (14.52%) SQL Server
2 29 (12.03%) Power BI
3 13 (5.39%) Data Warehouse
4 10 (4.15%) SQL Server Reporting Services
4 10 (4.15%) Tableau
5 9 (3.73%) SQL Server Integration Services
6 7 (2.90%) Microsoft Analysis Services
6 7 (2.90%) QlikView
6 7 (2.90%) SQL Server Analysis Services
7 6 (2.49%) SQL Server 2016
8 5 (2.07%) Data Mining
9 3 (1.24%) OLAP
9 3 (1.24%) Oracle Reports
10 2 (0.83%) Azure SQL Data Warehouse
10 2 (0.83%) Big Data
10 2 (0.83%) Crystal Reports
10 2 (0.83%) MySQL
10 2 (0.83%) PostgreSQL
10 2 (0.83%) Snowflake Schema
11 1 (0.41%) SQL Server 2014
Development Applications
1 12 (4.98%) Visual Studio
2 8 (3.32%) Git (software)
3 6 (2.49%) MSTest
4 5 (2.07%) Selenium
5 4 (1.66%) Jenkins
5 4 (1.66%) JIRA
5 4 (1.66%) TeamCity
6 3 (1.24%) webpack
7 2 (0.83%) Appium
7 2 (0.83%) Cypress.io
7 2 (0.83%) SpecFlow
8 1 (0.41%) Artifactory
8 1 (0.41%) Eclipse
8 1 (0.41%) GitLab
8 1 (0.41%) gulp
8 1 (0.41%) IntelliJ
8 1 (0.41%) Jasmine
8 1 (0.41%) JMeter
8 1 (0.41%) JUnit
8 1 (0.41%) SonarQube
General
1 94 (39.00%) Social Skills
2 71 (29.46%) Finance
3 29 (12.03%) Marketing
4 20 (8.30%) Public Sector
5 17 (7.05%) Law
5 17 (7.05%) Organisational Skills
5 17 (7.05%) Retail
6 15 (6.22%) Electronics
6 15 (6.22%) Manufacturing
7 10 (4.15%) Legal
7 10 (4.15%) Telecoms
8 7 (2.90%) Presentation Skills
9 5 (2.07%) Influencing Skills
10 4 (1.66%) Banking
11 2 (0.83%) Back Office
11 2 (0.83%) Billing
11 2 (0.83%) Games
11 2 (0.83%) General Ledger
12 1 (0.41%) Automotive
12 1 (0.41%) Financial Institution
Job Titles
1 61 (25.31%) Analyst
2 43 (17.84%) Developer
3 19 (7.88%) Administrator
4 18 (7.47%) Systems Administrator
5 12 (4.98%) .NET Developer
6 11 (4.56%) Architect
6 11 (4.56%) Data Analyst
7 10 (4.15%) IT Analyst
7 10 (4.15%) Software Engineer
8 9 (3.73%) Configuration Administrator
8 9 (3.73%) IT Engineer
8 9 (3.73%) Product Owner
9 8 (3.32%) Security Analyst
9 8 (3.32%) Senior Developer
10 7 (2.90%) Cloud Engineer
10 7 (2.90%) IT Security Analyst
10 7 (2.90%) Lead Developer
10 7 (2.90%) Team Leader
11 6 (2.49%) Front End Developer (Client-Side Developer)
11 6 (2.49%) Systems Engineer
Libraries, Frameworks & Software Standards
1 42 (17.43%) .NET
2 24 (9.96%) .NET Core
3 19 (7.88%) ASP.NET
4 17 (7.05%) ASP.NET Web Forms
5 14 (5.81%) React
6 10 (4.15%) .NET Framework
7 9 (3.73%) CSS
7 9 (3.73%) jQuery
8 8 (3.32%) HTML
9 6 (2.49%) AngularJS
9 6 (2.49%) ASP.NET Web API
9 6 (2.49%) RESTful
9 6 (2.49%) XML
10 5 (2.07%) Blazor
10 5 (2.07%) JSON
10 5 (2.07%) Node.js
10 5 (2.07%) Web Services
11 4 (1.66%) Apache Flex
11 4 (1.66%) Redux
12 3 (1.24%) HTML5
Miscellaneous
1 22 (9.13%) Mobile App
1 22 (9.13%) Self-Motivation
2 17 (7.05%) e-Learning
3 12 (4.98%) Management Information System
4 9 (3.73%) User Experience
5 7 (2.90%) Blog
5 7 (2.90%) Data Structures
6 4 (1.66%) Algorithms
6 4 (1.66%) Analytical Mindset
6 4 (1.66%) Cyberthreat
6 4 (1.66%) Greenfield Project
7 3 (1.24%) Clustering
7 3 (1.24%) Enterprise Software
7 3 (1.24%) NHS
7 3 (1.24%) Replication
8 2 (0.83%) EPoS
8 2 (0.83%) Video\Live Streaming
9 1 (0.41%) Data Centre
9 1 (0.41%) IVR
9 1 (0.41%) Thin Client
Operating Systems
1 35 (14.52%) Windows
2 25 (10.37%) Linux
3 14 (5.81%) Windows Server
4 7 (2.90%) Windows 10
5 6 (2.49%) Windows Server 2012
6 3 (1.24%) Unix
7 2 (0.83%) Android
7 2 (0.83%) Apple iOS
8 1 (0.41%) CentOS
8 1 (0.41%) Mac OS
Processes & Methodologies
1 97 (40.25%) Problem-Solving
2 81 (33.61%) Agile Software Development
3 63 (26.14%) Business Intelligence
4 46 (19.09%) Analytics
5 38 (15.77%) Analytical Thinking
6 36 (14.94%) Mathematics
6 36 (14.94%) Project Management
7 32 (13.28%) Stakeholder Management
8 31 (12.86%) Change Management
9 24 (9.96%) Computer Science
9 24 (9.96%) Data Analysis
9 24 (9.96%) PRINCE2
9 24 (9.96%) User Acceptance Testing
10 23 (9.54%) MVC
11 22 (9.13%) Creative Problem-Solving
11 22 (9.13%) Decision-Making
12 21 (8.71%) ITIL
13 20 (8.30%) CRM
13 20 (8.30%) Regression Testing
13 20 (8.30%) Test Scripting
Programming Languages
1 65 (26.97%) SQL
2 24 (9.96%) JavaScript
3 23 (9.54%) C#
4 16 (6.64%) Python
4 16 (6.64%) T-SQL
5 15 (6.22%) Java
6 7 (2.90%) PowerShell
7 5 (2.07%) R
8 4 (1.66%) C
8 4 (1.66%) TypeScript
8 4 (1.66%) VBA
9 3 (1.24%) Bash Shell
9 3 (1.24%) C++
9 3 (1.24%) COBOL
9 3 (1.24%) PL/SQL
10 2 (0.83%) PHP
10 2 (0.83%) VB.NET
11 1 (0.41%) Data Analysis Expressions (DAX)
11 1 (0.41%) Go
11 1 (0.41%) MATLAB
Qualifications
1 33 (13.69%) Degree
2 13 (5.39%) Computer Science Degree
3 8 (3.32%) CISSP
4 7 (2.90%) CISA
4 7 (2.90%) CISM
5 6 (2.49%) ITIL Certification
5 6 (2.49%) MCITP
5 6 (2.49%) MCSA
5 6 (2.49%) MCSE
5 6 (2.49%) Microsoft Certification
5 6 (2.49%) SC Cleared
5 6 (2.49%) Security Cleared
6 5 (2.07%) Master's Degree
6 5 (2.07%) PhD
7 4 (1.66%) ISTQB
8 3 (1.24%) ACCA
8 3 (1.24%) CIMA
9 2 (0.83%) DBS Check
9 2 (0.83%) ISEB
10 1 (0.41%) BPSS Clearance
Quality Assurance & Compliance
1 27 (11.20%) GDPR
2 14 (5.81%) QA
3 8 (3.32%) Data Quality
4 7 (2.90%) NIST
5 6 (2.49%) ISO/IEC 27001
6 4 (1.66%) SLA
7 2 (0.83%) COBIT
7 2 (0.83%) Sarbanes-Oxley
8 1 (0.41%) HIPAA
System Software
1 11 (4.56%) Active Directory
1 11 (4.56%) Docker
Systems Management
1 11 (4.56%) Terraform
2 8 (3.32%) Kubernetes
3 6 (2.49%) WSUS
4 4 (1.66%) Ansible
5 3 (1.24%) Failover Clustering
5 3 (1.24%) Microsoft Clustering
6 1 (0.41%) Nessus
6 1 (0.41%) Puppet
Vendors
1 51 (21.16%) Microsoft
2 13 (5.39%) SAP
3 11 (4.56%) Oracle
3 11 (4.56%) Salesforce.com
4 7 (2.90%) Cognos
5 6 (2.49%) Cisco
5 6 (2.49%) Sophos
5 6 (2.49%) ZyXEL
6 4 (1.66%) Databricks
6 4 (1.66%) Google
6 4 (1.66%) Nintex
6 4 (1.66%) OpenText
7 2 (0.83%) Alteryx
7 2 (0.83%) Atlassian
7 2 (0.83%) Avaya
7 2 (0.83%) Workday
8 1 (0.41%) Blue Prism
8 1 (0.41%) iManage
8 1 (0.41%) Qualys
8 1 (0.41%) Sitecore