Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 25 May 2022 with a comparison to the same period over the previous 2 years.

Analytical Skills
North West > Manchester
6 months to
25 May 2022		 Same period 2021 Same period 2020
Rank 26 40 34
Rank change year-on-year +14 -6 -7
Permanent jobs citing Analytical Skills 475 246 292
As % of all permanent jobs advertised in Manchester 8.35% 6.24% 7.24%
As % of the General category 13.94% 13.74% 15.38%
Number of salaries quoted 303 187 213
10th Percentile £30,040 £31,250 £26,250
25th Percentile £40,500 £37,500 £32,500
Median annual salary (50th Percentile) £50,000 £50,000 £47,500
Median % change year-on-year - +5.26% +5.56%
75th Percentile £66,875 £62,750 £65,000
90th Percentile £85,000 £75,000 £81,250
North West median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 3,407 1,790 1,898
As % of all permanent IT jobs advertised in Manchester 59.88% 45.40% 47.06%
Number of salaries quoted 2,008 1,437 1,443
10th Percentile £31,000 £28,750 £28,750
25th Percentile £40,000 £37,500 £36,250
Median annual salary (50th Percentile) £53,112 £50,000 £50,000
Median % change year-on-year +6.22% - +11.11%
75th Percentile £68,750 £65,000 £61,250
90th Percentile £82,500 £78,750 £76,250
North West median annual salary £51,000 £47,500 £47,500
% change year-on-year +7.37% - +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 25 May 2022.

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 25 May 2022. 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
Jobs
Stockport 0 11 £49,500 +1.02% 1
Salford -10 11 £50,000 -8.51% 2
Bolton -3 8 £55,000 +15.79% 1
Altrincham -7 5 £50,000 +36.99% 2
Oldham -10 4 - - 1
Wigan -2 2 £42,500 -29.17% 1
Bury +1 1 £35,000 -
Analytical Skills
North West

For the 6 months to 25 May 2022, 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.

1 236 (49.68%) Social Skills
2 196 (41.26%) Problem-Solving
3 193 (40.63%) Agile
4 171 (36.00%) Finance
5 131 (27.58%) SQL
5 131 (27.58%) Microsoft
6 103 (21.68%) Retail
7 100 (21.05%) Azure
8 92 (19.37%) Project Management
9 90 (18.95%) Degree
10 86 (18.11%) Business Intelligence
10 86 (18.11%) Analytics
11 73 (15.37%) SQL Server
12 70 (14.74%) Windows
13 68 (14.32%) Legal
14 65 (13.68%) Marketing
15 64 (13.47%) Cybersecurity
16 63 (13.26%) AWS
17 62 (13.05%) Public Sector
18 61 (12.84%) Self-Motivation
19 55 (11.58%) Power Platform
19 55 (11.58%) Scrum
19 55 (11.58%) Microsoft Excel
20 54 (11.37%) Power BI
21 53 (11.16%) .NET
21 53 (11.16%) Visualisation
22 52 (10.95%) Inclusion and Diversity
23 51 (10.74%) Python
24 49 (10.32%) QA
24 49 (10.32%) Software Engineering

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 29 (6.11%) SharePoint
2 24 (5.05%) IIS
3 15 (3.16%) SAS
4 10 (2.11%) MS Exchange
5 7 (1.47%) Confluence
6 6 (1.26%) Apache
6 6 (1.26%) Umbraco
7 4 (0.84%) CMS
8 3 (0.63%) WordPress
9 2 (0.42%) WebLogic
10 1 (0.21%) BizTalk Server
10 1 (0.21%) SharePoint 2013
Applications
1 55 (11.58%) Microsoft Excel
2 43 (9.05%) Microsoft Office
3 18 (3.79%) Microsoft PowerPoint
4 9 (1.89%) MS Visio
5 5 (1.05%) Microsoft Project
5 5 (1.05%) Spreadsheet
6 4 (0.84%) Maple
7 1 (0.21%) Adobe Creative Suite
7 1 (0.21%) Photoshop
7 1 (0.21%) SPSS
7 1 (0.21%) Stata
Business Applications
1 15 (3.16%) Sentinel
2 7 (1.47%) SessionCam
2 7 (1.47%) WebTrends
3 6 (1.26%) NetSuite
4 4 (0.84%) ResourceLink
5 3 (0.63%) Dynamics CRM
6 1 (0.21%) Dynamics AX
6 1 (0.21%) Dynamics NAV
6 1 (0.21%) Salesforce.com CRM
6 1 (0.21%) Social Studio
6 1 (0.21%) Unica
6 1 (0.21%) Visualfiles
Cloud Services
1 100 (21.05%) Azure
2 63 (13.26%) AWS
3 55 (11.58%) Power Platform
4 39 (8.21%) Microsoft 365
5 28 (5.89%) SaaS
6 18 (3.79%) Azure Sentinel
7 13 (2.74%) Azure Data Factory
8 11 (2.32%) Azure Cosmos DB
9 10 (2.11%) Google Analytics
10 9 (1.89%) Google Ads
10 9 (1.89%) Snowflake
11 8 (1.68%) Cloud Computing
12 7 (1.47%) Dynamics 365
12 7 (1.47%) GCP
12 7 (1.47%) Google Tag Manager
12 7 (1.47%) PaaS
13 5 (1.05%) Google Workspace
14 4 (0.84%) Amazon CloudWatch
14 4 (0.84%) Azure Service Bus
15 3 (0.63%) Asana
Communications & Networking
1 25 (5.26%) Firewall
2 17 (3.58%) DNS
3 16 (3.37%) TCP/IP
4 13 (2.74%) DHCP
5 12 (2.53%) Internet
6 9 (1.89%) Remote Desktop
7 8 (1.68%) FTP
7 8 (1.68%) SAN
7 8 (1.68%) SNMP
8 6 (1.26%) Cisco IOS
8 6 (1.26%) Network Security
9 4 (0.84%) HTTP
9 4 (0.84%) SSL
10 2 (0.42%) BGP
10 2 (0.42%) LAN
10 2 (0.42%) SD-WAN
10 2 (0.42%) VoIP
10 2 (0.42%) WAN
11 1 (0.21%) EIGRP
11 1 (0.21%) TACACS
Database & Business Intelligence
1 73 (15.37%) SQL Server
2 54 (11.37%) Power BI
3 43 (9.05%) Data Warehouse
4 39 (8.21%) Tableau
5 23 (4.84%) RDBMS
5 23 (4.84%) Relational Database
6 22 (4.63%) BusinessObjects
6 22 (4.63%) Data Lake
7 21 (4.42%) Qlik Sense
7 21 (4.42%) QlikView
8 20 (4.21%) NoSQL
9 18 (3.79%) SQL Server Integration Services
10 17 (3.58%) Big Data
11 16 (3.37%) SQL Server Reporting Services
12 15 (3.16%) SQL Server Analysis Services
13 10 (2.11%) PowerCenter
13 10 (2.11%) Snowflake Schema
14 8 (1.68%) MongoDB
14 8 (1.68%) MySQL
15 5 (1.05%) Hadoop
Development Applications
1 28 (5.89%) JIRA
2 13 (2.74%) Jenkins
3 12 (2.53%) Git (software)
4 8 (1.68%) CircleCI
4 8 (1.68%) Travis CI
5 7 (1.47%) Visual Studio
6 5 (1.05%) Team Foundation Server
7 2 (0.42%) Octopus Deploy
7 2 (0.42%) TeamCity
7 2 (0.42%) WaveMaker
8 1 (0.21%) Appium
8 1 (0.21%) Mockito
8 1 (0.21%) TestCafe
General
1 236 (49.68%) Social Skills
2 171 (36.00%) Finance
3 103 (21.68%) Retail
4 68 (14.32%) Legal
5 65 (13.68%) Marketing
6 62 (13.05%) Public Sector
7 52 (10.95%) Inclusion and Diversity
8 45 (9.47%) Telecoms
9 42 (8.84%) Electronics
10 41 (8.63%) Law
10 41 (8.63%) Manufacturing
11 36 (7.58%) Banking
12 31 (6.53%) Influencing Skills
13 26 (5.47%) Presentation Skills
14 22 (4.63%) Organisational Skills
15 21 (4.42%) Automotive
16 19 (4.00%) Police
17 13 (2.74%) Fire and Rescue
18 8 (1.68%) Games
19 6 (1.26%) Local Government
Job Titles
1 91 (19.16%) Analyst
2 88 (18.53%) Developer
3 34 (7.16%) Software Engineer
4 23 (4.84%) Senior Developer
5 22 (4.63%) Architect
6 20 (4.21%) Senior Analyst
7 19 (4.00%) Consultant
7 19 (4.00%) Data Analyst
7 19 (4.00%) Software Developer
8 18 (3.79%) Support Engineer
9 16 (3.37%) Business Analyst
10 15 (3.16%) Graduate
10 15 (3.16%) Infrastructure Engineer
10 15 (3.16%) PHP Developer
10 15 (3.16%) Project Manager
11 13 (2.74%) .NET Developer
11 13 (2.74%) Administrator
11 13 (2.74%) Applications Support
11 13 (2.74%) Junior
11 13 (2.74%) Node.js Developer
Libraries, Frameworks & Software Standards
1 53 (11.16%) .NET
2 44 (9.26%) HTML
3 32 (6.74%) CSS
4 31 (6.53%) React
5 28 (5.89%) Node.js
6 19 (4.00%) XML
7 16 (3.37%) .NET Core
7 16 (3.37%) Apache Flex
8 15 (3.16%) JSON
8 15 (3.16%) LAMP
8 15 (3.16%) Laravel
9 13 (2.74%) AngularJS
9 13 (2.74%) SOAP
10 11 (2.32%) ASP.NET
11 9 (1.89%) REST
11 9 (1.89%) SAML
12 8 (1.68%) Java EE
12 8 (1.68%) JSF
12 8 (1.68%) OpenCV
12 8 (1.68%) Spring
Miscellaneous
1 61 (12.84%) Self-Motivation
2 31 (6.53%) Management Information System
3 29 (6.11%) User Experience
4 23 (4.84%) Data Centre
5 14 (2.95%) Data Structures
6 12 (2.53%) Analytical Mindset
7 11 (2.32%) Blog
8 10 (2.11%) Cloud Native
9 9 (1.89%) Clustering
9 9 (1.89%) Mobile App
10 8 (1.68%) Algorithms
10 8 (1.68%) Cyberthreat
10 8 (1.68%) Public Cloud
11 7 (1.47%) Cyberattack
12 6 (1.26%) Cybercrime
12 6 (1.26%) Enterprise Software
12 6 (1.26%) IoT
12 6 (1.26%) Smart Meter
13 5 (1.05%) Data Protection Act
13 5 (1.05%) Smartphone
Operating Systems
1 70 (14.74%) Windows
2 35 (7.37%) Linux
3 33 (6.95%) Windows Server
4 13 (2.74%) Windows Server 2012
4 13 (2.74%) Windows Server 2016
5 11 (2.32%) Android
6 10 (2.11%) Windows 10
7 7 (1.47%) Apple iOS
7 7 (1.47%) Unix
8 4 (0.84%) Windows 8
8 4 (0.84%) Windows Server 2008
9 1 (0.21%) Mac OS
9 1 (0.21%) Mac OS X
9 1 (0.21%) Solaris
9 1 (0.21%) Windows Server 2019
Processes & Methodologies
1 196 (41.26%) Problem-Solving
2 193 (40.63%) Agile
3 92 (19.37%) Project Management
4 86 (18.11%) Analytics
4 86 (18.11%) Business Intelligence
5 64 (13.47%) Cybersecurity
6 55 (11.58%) Scrum
7 53 (11.16%) Visualisation
8 49 (10.32%) Continuous Improvement
8 49 (10.32%) Software Engineering
9 48 (10.11%) DevOps
10 45 (9.47%) Project Delivery
11 40 (8.42%) Decision-Making
11 40 (8.42%) Mentoring
11 40 (8.42%) Programme Management
12 39 (8.21%) CI/CD
12 39 (8.21%) Coaching
12 39 (8.21%) Continuous Integration
12 39 (8.21%) Information Security
12 39 (8.21%) Stakeholder Management
Programming Languages
1 131 (27.58%) SQL
2 51 (10.74%) Python
3 46 (9.68%) C#
4 42 (8.84%) T-SQL
5 39 (8.21%) JavaScript
6 26 (5.47%) R
7 23 (4.84%) PowerShell
8 22 (4.63%) C++
9 17 (3.58%) PHP
10 14 (2.95%) Java
11 12 (2.53%) MATLAB
12 8 (1.68%) TypeScript
13 6 (1.26%) F#
14 5 (1.05%) C
15 3 (0.63%) VBA
16 1 (0.21%) Apex Code
16 1 (0.21%) AWK
16 1 (0.21%) Korn
16 1 (0.21%) Perl
16 1 (0.21%) PL/SQL
Qualifications
1 90 (18.95%) Degree
2 22 (4.63%) Security Cleared
3 18 (3.79%) DBS Check
4 16 (3.37%) Microsoft Certification
5 14 (2.95%) Master's Degree
6 12 (2.53%) SC Cleared
7 11 (2.32%) SSCP
8 10 (2.11%) CISSP
9 8 (1.68%) APMP
9 8 (1.68%) Computer Science Degree
10 6 (1.26%) AWS Certification
10 6 (1.26%) ISEB
10 6 (1.26%) ISTQB
11 4 (0.84%) CISMP
11 4 (0.84%) Numerate Degree
12 3 (0.63%) PRINCE2 Certification
13 2 (0.42%) DV Cleared
13 2 (0.42%) ISO 27001 Lead Auditor
13 2 (0.42%) ITIL Certification
13 2 (0.42%) Oracle Certification
Quality Assurance & Compliance
1 49 (10.32%) QA
2 24 (5.05%) SLA
3 13 (2.74%) Accessibility
3 13 (2.74%) PMO
4 12 (2.53%) ISO/IEC 27001
5 11 (2.32%) COBIT
6 8 (1.68%) GRC
7 7 (1.47%) GDPR
8 6 (1.26%) NIST
9 4 (0.84%) CDISC
10 3 (0.63%) Data Quality
11 1 (0.21%) Sarbanes-Oxley
System Software
1 31 (6.53%) VMware Infrastructure
2 26 (5.47%) Docker
3 23 (4.84%) Active Directory
4 22 (4.63%) Hyper-V
5 9 (1.89%) VMware ESXi
6 5 (1.05%) Firmware
7 4 (0.84%) Terminal Services
8 1 (0.21%) vSphere
Systems Management
1 24 (5.05%) Kubernetes
2 14 (2.95%) Terraform
3 9 (1.89%) Microsoft Clustering
3 9 (1.89%) Plesk
3 9 (1.89%) Single Sign-On
4 8 (1.68%) Active Directory Federation Services
4 8 (1.68%) Microsoft Intune
4 8 (1.68%) SCOM
4 8 (1.68%) WSUS
5 6 (1.26%) SCCM
6 5 (1.05%) HP ALM
6 5 (1.05%) HP Quality Center
7 4 (0.84%) Grafana
8 1 (0.21%) Ansible
8 1 (0.21%) Bugsnag
8 1 (0.21%) Failover Clustering
8 1 (0.21%) Jamf Pro
8 1 (0.21%) Stealthwatch
Vendors
1 131 (27.58%) Microsoft
2 42 (8.84%) SAP
3 35 (7.37%) Cisco
4 33 (6.95%) VMware
5 22 (4.63%) Google
6 14 (2.95%) Oracle
7 12 (2.53%) Informatica
8 8 (1.68%) Adobe
8 8 (1.68%) Apple
8 8 (1.68%) Citrix
8 8 (1.68%) Dell
8 8 (1.68%) EMC
8 8 (1.68%) Facebook
8 8 (1.68%) Hotjar
8 8 (1.68%) Sophos
9 7 (1.47%) AppDynamics
9 7 (1.47%) DoubleClick
9 7 (1.47%) Tealeaf
9 7 (1.47%) Tealium
10 6 (1.26%) Databricks