Period
to 27 November 2020

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 27 November 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
North West > Manchester
6 months to
27 Nov 2020
Same period 2019 Same period 2018
Rank 21 29 31
Rank change year-on-year +8 +2 -1
Permanent jobs citing Analytical Skills 270 511 570
As % of all permanent jobs advertised in Manchester 9.39% 8.00% 7.76%
As % of the Miscellaneous category 24.93% 20.80% 21.52%
Number of salaries quoted 266 389 488
Median annual salary £55,000 £47,500 £44,000
Median salary % change year-on-year +15.79% +7.95% -2.22%
10th Percentile £32,500 £26,250 £24,000
90th Percentile £70,250 £74,200 £72,312
North West median annual salary £50,000 £42,500 £42,500
% change year-on-year +17.65% - -5.56%

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 Manchester with a requirement for generic IT skills.

All Generic IT Skills
Manchester
Permanent vacancies with a requirement for generic IT skills 1,083 2,457 2,649
As % of all permanent IT jobs advertised in Manchester 37.67% 38.45% 36.05%
Number of salaries quoted 945 1,882 2,181
Median annual salary £52,500 £45,000 £45,000
Median salary % change year-on-year +16.67% - +1.12%
10th Percentile £32,000 £27,500 £26,250
90th Percentile £72,500 £70,000 £70,000
North West median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +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 27 November 2020.

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 27 November 2020. 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
Salford +16 12 £56,250 +104.55%
Altrincham +11 9 £36,500 -25.51% 3
Bolton +24 7 £42,500 +6.25% 2
Stockport +16 3 £35,000 -23.91% 3
Cheadle +10 1 - - 1
Bury +8 1 £55,000 +129.17%
Oldham +5 1 £55,500 +52.05% 1
Wigan -2 1 £41,250 +79.35%
Analytical Skills
North West

For the 6 months to 27 November 2020, 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.

1 117 (43.33%) Problem-Solving
2 98 (36.30%) Azure
3 94 (34.81%) Microsoft
4 89 (32.96%) SQL
5 85 (31.48%) Agile Software Development
6 64 (23.70%) C#
6 64 (23.70%) .NET
7 59 (21.85%) Analytics
8 52 (19.26%) Python
9 51 (18.89%) Use Case
10 50 (18.52%) Finance
11 48 (17.78%) Business Intelligence
11 48 (17.78%) Degree
12 47 (17.41%) SQL Server
13 39 (14.44%) Enterprise Architecture
14 35 (12.96%) Change Management
15 32 (11.85%) JavaScript
15 32 (11.85%) Computer Science
15 32 (11.85%) Data Lake
16 31 (11.48%) Power BI
16 31 (11.48%) Power Platform
17 30 (11.11%) Databricks
18 29 (10.74%) Data Warehouse
19 28 (10.37%) Data Modelling
20 27 (10.00%) Project Management
20 27 (10.00%) User Stories
21 26 (9.63%) QA
21 26 (9.63%) Software Engineering
22 25 (9.26%) Data Analysis
23 24 (8.89%) Machine Learning

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 (2.22%) MS Exchange
2 4 (1.48%) SharePoint
3 3 (1.11%) Exchange Server 2010
3 3 (1.11%) Exchange Server 2013
4 2 (0.74%) Apache Spark
4 2 (0.74%) Elasticsearch
5 1 (0.37%) CMS
5 1 (0.37%) IIS
5 1 (0.37%) SAS
Applications
1 19 (7.04%) Microsoft Office
2 10 (3.70%) Microsoft Excel
3 3 (1.11%) MS Visio
4 2 (0.74%) OmniGraffle
4 2 (0.74%) Spreadsheet
5 1 (0.37%) Microsoft Project
Business Applications
1 4 (1.48%) Shopify
1 4 (1.48%) Visualfiles
2 1 (0.37%) Dynamics AX
2 1 (0.37%) Dynamics CRM
2 1 (0.37%) SAP MM
Cloud Services
1 98 (36.30%) Azure
2 31 (11.48%) Power Platform
3 22 (8.15%) AWS
4 14 (5.19%) Azure Data Factory
5 12 (4.44%) Azure Active Directory
6 8 (2.96%) GCP
7 5 (1.85%) SaaS
8 3 (1.11%) Cloud Computing
8 3 (1.11%) Office 365
9 2 (0.74%) Amazon Kinesis
9 2 (0.74%) Amazon S3
9 2 (0.74%) Amazon SQS
9 2 (0.74%) Azure Stack
9 2 (0.74%) Dynamics 365
9 2 (0.74%) Logic Apps
10 1 (0.37%) AWS CloudFormation
10 1 (0.37%) Mimecast
10 1 (0.37%) ServiceMax
Communications & Networking
1 16 (5.93%) DNS
2 13 (4.81%) DHCP
3 7 (2.59%) Firewall
3 7 (2.59%) VPN
4 6 (2.22%) WAN
5 4 (1.48%) LAN
5 4 (1.48%) SSL
5 4 (1.48%) TCP/IP
5 4 (1.48%) VLAN
6 3 (1.11%) FTP
6 3 (1.11%) HTTP
6 3 (1.11%) IPsec
6 3 (1.11%) Network Security
6 3 (1.11%) Skype
6 3 (1.11%) WLAN
7 2 (0.74%) Internet
7 2 (0.74%) Intrusion Detection
7 2 (0.74%) Radio Access Network
7 2 (0.74%) Wi-Fi
8 1 (0.37%) 3G
Database & Business Intelligence
1 47 (17.41%) SQL Server
2 32 (11.85%) Data Lake
3 31 (11.48%) Power BI
4 29 (10.74%) Data Warehouse
5 19 (7.04%) Big Data
6 16 (5.93%) HDInsight
7 15 (5.56%) Azure SQL Data Warehouse
7 15 (5.56%) Azure SQL Database
8 11 (4.07%) Microsoft Analysis Services
9 9 (3.33%) SQL Server Reporting Services
10 8 (2.96%) SQL Server Analysis Services
11 7 (2.59%) SQL Server Integration Services
12 6 (2.22%) SQL Server 2016
13 5 (1.85%) QlikView
13 5 (1.85%) Relational Database
14 4 (1.48%) MySQL
14 4 (1.48%) NoSQL
15 3 (1.11%) Hadoop
15 3 (1.11%) Snowflake Schema
15 3 (1.11%) SQL Server 2012
Development Applications
1 22 (8.15%) Visual Studio
2 12 (4.44%) Git (software)
2 12 (4.44%) JIRA
2 12 (4.44%) Selenium
3 8 (2.96%) TeamCity
4 6 (2.22%) Jenkins
5 4 (1.48%) GitLab
5 4 (1.48%) Protractor
5 4 (1.48%) SpecFlow
5 4 (1.48%) Zephyr
6 3 (1.11%) git-flow
6 3 (1.11%) JMeter
6 3 (1.11%) Katalon Studio
6 3 (1.11%) MSTest
7 2 (0.74%) Axure RP
8 1 (0.37%) Appium
8 1 (0.37%) Gradle
8 1 (0.37%) Postman
8 1 (0.37%) Toad
8 1 (0.37%) Visual Studio Tools for Office
General
1 50 (18.52%) Finance
2 21 (7.78%) Marketing
3 18 (6.67%) Retail
4 12 (4.44%) Law
5 11 (4.07%) Legal
5 11 (4.07%) Public Sector
6 9 (3.33%) Telecoms
7 5 (1.85%) Billing
7 5 (1.85%) Local Government
8 3 (1.11%) Electronics
9 2 (0.74%) Advertising
9 2 (0.74%) Banking
9 2 (0.74%) Manufacturing
10 1 (0.37%) Automotive
10 1 (0.37%) Back Office
10 1 (0.37%) Digital Economy
10 1 (0.37%) Housing Association
10 1 (0.37%) Pharmaceutical
Job Titles
1 44 (16.30%) Developer
2 38 (14.07%) Architect
3 36 (13.33%) Solutions Architect
4 35 (12.96%) Analyst
5 26 (9.63%) Data Engineer
6 21 (7.78%) .NET Developer
7 19 (7.04%) .NET Architect
7 19 (7.04%) .NET Solutions Architect
8 17 (6.30%) Cloud Architect
9 16 (5.93%) Azure Architect
9 16 (5.93%) Cloud Solutions Architect
10 14 (5.19%) C# Architect
11 13 (4.81%) Administrator
12 11 (4.07%) Product Owner
12 11 (4.07%) Software Developer
12 11 (4.07%) Software Engineer
13 10 (3.70%) .NET Software Developer
13 10 (3.70%) Business Analyst
13 10 (3.70%) C# .NET Developer
13 10 (3.70%) C# Developer
Libraries, Frameworks & Software Standards
1 64 (23.70%) .NET
2 24 (8.89%) React
3 23 (8.52%) .NET Core
3 23 (8.52%) ASP.NET
4 21 (7.78%) HTML
5 20 (7.41%) Blazor
6 19 (7.04%) AngularJS
7 16 (5.93%) ASP.NET Core
8 15 (5.56%) CSS
9 13 (4.81%) HTML5
10 12 (4.44%) .NET Framework
10 12 (4.44%) ASP.NET MVC
11 11 (4.07%) ASP.NET Web API
11 11 (4.07%) jQuery
11 11 (4.07%) Twitter Bootstrap
12 9 (3.33%) ASP.NET Web Forms
13 8 (2.96%) Node.js
14 7 (2.59%) WCF
15 6 (2.22%) JSON
16 5 (1.85%) REST
Miscellaneous
1 20 (7.41%) User Experience
2 15 (5.56%) Self-Motivation
3 11 (4.07%) Management Information System
4 10 (3.70%) Analytical Mindset
4 10 (3.70%) Data Centre
5 7 (2.59%) Security Operations Centre
6 6 (2.22%) e-Learning
7 5 (1.85%) Algorithms
7 5 (1.85%) Enterprise Software
7 5 (1.85%) Smart Meter
8 4 (1.48%) Linux Command Line
9 3 (1.11%) Mobile App
9 3 (1.11%) N-Tier
9 3 (1.11%) Public Cloud
9 3 (1.11%) Social Media
10 2 (0.74%) NHS
10 2 (0.74%) NPfIT
10 2 (0.74%) Private Cloud
10 2 (0.74%) Replication
10 2 (0.74%) Wiki
Operating Systems
1 22 (8.15%) Windows
2 14 (5.19%) Linux
3 4 (1.48%) Windows 10
3 4 (1.48%) Windows Server
3 4 (1.48%) Windows Server 2012
4 2 (0.74%) Windows Server 2016
5 1 (0.37%) Android
5 1 (0.37%) Apple iOS
5 1 (0.37%) Mac OS
5 1 (0.37%) Red Hat Enterprise Linux
5 1 (0.37%) Ubuntu
5 1 (0.37%) Windows Server 2019
Processes & Methodologies
1 117 (43.33%) Problem-Solving
2 85 (31.48%) Agile Software Development
3 59 (21.85%) Analytics
4 51 (18.89%) Use Case
5 48 (17.78%) Business Intelligence
6 39 (14.44%) Enterprise Architecture
7 35 (12.96%) Change Management
8 32 (11.85%) Computer Science
9 28 (10.37%) Data Modelling
10 27 (10.00%) Project Management
10 27 (10.00%) User Stories
11 26 (9.63%) Software Engineering
12 25 (9.26%) Data Analysis
13 24 (8.89%) DevOps
13 24 (8.89%) Machine Learning
14 23 (8.52%) Migration
15 22 (8.15%) Data Engineering
15 22 (8.15%) ETL
16 21 (7.78%) Sequence Diagram
17 19 (7.04%) SDLC
Programming Languages
1 89 (32.96%) SQL
2 64 (23.70%) C#
3 52 (19.26%) Python
4 32 (11.85%) JavaScript
5 22 (8.15%) PowerShell
5 22 (8.15%) R
6 11 (4.07%) Java
7 5 (1.85%) Bash Shell
8 3 (1.11%) T-SQL
8 3 (1.11%) TypeScript
8 3 (1.11%) VB.NET
9 2 (0.74%) Scala
9 2 (0.74%) U-SQL
10 1 (0.37%) C
10 1 (0.37%) C++
10 1 (0.37%) Go
10 1 (0.37%) PHP
10 1 (0.37%) VBA
Qualifications
1 48 (17.78%) Degree
2 24 (8.89%) Computer Science Degree
3 17 (6.30%) Microsoft Certification
4 9 (3.33%) MCSA
5 6 (2.22%) ISEB
5 6 (2.22%) ISTQB
5 6 (2.22%) MCITP
5 6 (2.22%) MCSE
6 5 (1.85%) TOGAF Certification
7 3 (1.11%) CCNA
7 3 (1.11%) Cisco Certification
7 3 (1.11%) HP AIS
7 3 (1.11%) HP ASE
7 3 (1.11%) HP MASE
7 3 (1.11%) ITIL Certification
7 3 (1.11%) JNCIS
7 3 (1.11%) NCIE
7 3 (1.11%) VMware Certified Professional (VCP)
8 2 (0.74%) APMP
8 2 (0.74%) PhD
Quality Assurance & Compliance
1 26 (9.63%) QA
2 13 (4.81%) Data Quality
3 6 (2.22%) ISO/IEC 27001
4 5 (1.85%) GDPR
5 2 (0.74%) COBIT
5 2 (0.74%) NCSC
5 2 (0.74%) NIST
5 2 (0.74%) PMO
5 2 (0.74%) SLA
6 1 (0.37%) ISO 9000
6 1 (0.37%) ISO/IEC 20000
6 1 (0.37%) P3O
System Software
1 18 (6.67%) Active Directory
2 11 (4.07%) Docker
3 6 (2.22%) VMware Infrastructure
4 3 (1.11%) zsh
5 1 (0.37%) DFS Replication
5 1 (0.37%) Firmware
5 1 (0.37%) Microsoft App-V
Systems Management
1 13 (4.81%) WSUS
2 9 (3.33%) Kubernetes
3 6 (2.22%) Ansible
3 6 (2.22%) Terraform
4 5 (1.85%) Puppet
5 3 (1.11%) Microsoft Data Protection Manager
5 3 (1.11%) Microsoft Intune
6 2 (0.74%) HP ALM
6 2 (0.74%) Nagios
7 1 (0.37%) Failover Clustering
7 1 (0.37%) Grafana
7 1 (0.37%) Microsoft Clustering
7 1 (0.37%) Prometheus
7 1 (0.37%) SCCM
7 1 (0.37%) SCOM
7 1 (0.37%) Single Sign-On
Vendors
1 94 (34.81%) Microsoft
2 30 (11.11%) Databricks
3 16 (5.93%) Sparx
4 8 (2.96%) VMware
5 7 (2.59%) Google
5 7 (2.59%) Oracle
6 6 (2.22%) Cisco
7 5 (1.85%) HP
7 5 (1.85%) Salesforce.com
8 4 (1.48%) ServiceNow
9 3 (1.11%) Brocade
9 3 (1.11%) Juniper
9 3 (1.11%) NetApp
9 3 (1.11%) SAP
9 3 (1.11%) Sophos
9 3 (1.11%) ZyXEL
10 2 (0.74%) Amplitude
10 2 (0.74%) Nasuni
10 2 (0.74%) Xamarin
11 1 (0.37%) Aderant