Period
to 23 June 2021

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 23 June 2021 with a comparison to the same period in the previous 2 years.

Analytics
North West > Manchester
6 months to
23 Jun 2021
Same period 2020 Same period 2019
Rank 32 46 42
Rank change year-on-year +14 -4 +35
Permanent jobs citing Analytics 312 187 402
As % of all permanent jobs advertised in Manchester 6.98% 5.10% 6.42%
As % of the Processes & Methodologies category 7.45% 5.45% 6.82%
Number of salaries quoted 212 140 334
10th Percentile £31,250 £32,725 £31,825
25th Percentile £40,188 £37,500 £37,500
Median annual salary (50th Percentile) £58,000 £55,000 £42,500
Median % change year-on-year +5.45% +29.41% -10.53%
75th Percentile £70,313 £70,000 £54,102
90th Percentile £82,500 £76,250 £65,000
North West median annual salary £54,653 £50,000 £44,812
% change year-on-year +9.31% +11.58% -5.66%

Analytics is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 4,188 3,430 5,898
As % of all permanent IT jobs advertised in Manchester 93.73% 93.46% 94.17%
Number of salaries quoted 3,204 2,818 4,633
10th Percentile £31,250 £31,250 £27,500
25th Percentile £38,750 £39,197 £36,250
Median annual salary (50th Percentile) £50,000 £50,000 £45,000
Median % change year-on-year - +11.11% -
75th Percentile £65,000 £62,500 £60,000
90th Percentile £77,500 £72,500 £72,500
North West median annual salary £48,500 £50,000 £45,000
% change year-on-year -3.00% +11.11% +2.27%

Analytics
Job Vacancy Trend in Manchester

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

Job vacancy trend for Analytics in Manchester

Analytics
Salary Trend in Manchester

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

Salary trend for Analytics in Manchester

Analytics
Salary Histogram in Manchester

Salary distribution for jobs citing Analytics in Manchester over the 6 months to 23 June 2021.

Salary histogram for Analytics in Manchester

Analytics
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Manchester region over the 6 months to 23 June 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 +24 14 £52,503 +31.26% 5
Cheadle +8 2 - -
Salford +4 2 £53,576 -2.59% 2
Wigan +2 2 £43,250 +60.19%
Sale - 2 - -
Oldham +2 1 £50,000 +16.28%
Altrincham -10 1 £62,500 -
Rochdale - 1 £35,000 -
Analytics
North West

For the 6 months to 23 June 2021, IT jobs citing Analytics 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 Analytics.

1 158 (50.64%) Agile Software Development
2 99 (31.73%) Business Intelligence
3 98 (31.41%) SQL
4 95 (30.45%) AWS
5 92 (29.49%) Azure
6 77 (24.68%) DevOps
7 76 (24.36%) Social Skills
8 74 (23.72%) Python
9 64 (20.51%) Data Warehouse
10 63 (20.19%) Java
10 63 (20.19%) Problem-Solving
11 59 (18.91%) Machine Learning
12 56 (17.95%) Analytical Skills
13 55 (17.63%) Docker
14 54 (17.31%) Data Analytics
14 54 (17.31%) Power Platform
15 49 (15.71%) Finance
16 48 (15.38%) Marketing
17 45 (14.42%) Scrum
17 45 (14.42%) Big Data
17 45 (14.42%) Power BI
18 44 (14.10%) Jenkins
18 44 (14.10%) JavaScript
19 42 (13.46%) Terraform
19 42 (13.46%) Data Science
20 41 (13.14%) Software Engineering
21 40 (12.82%) Microservices
21 40 (12.82%) Coaching
22 38 (12.18%) Open Source
23 37 (11.86%) Microsoft

Analytics
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 15 (4.81%) Apache Spark
2 14 (4.49%) Confluence
3 7 (2.24%) Adobe Experience Manager
3 7 (2.24%) IIS
4 6 (1.92%) Apache
4 6 (1.92%) Oracle Workflow
5 5 (1.60%) CMS
6 4 (1.28%) SharePoint
7 3 (0.96%) Apache Airflow
8 2 (0.64%) Elasticsearch
8 2 (0.64%) Liferay
8 2 (0.64%) Tomcat
9 1 (0.32%) OpenStack
9 1 (0.32%) SAS
9 1 (0.32%) WordPress
Applications
1 25 (8.01%) Microsoft Excel
2 8 (2.56%) Microsoft Office
3 5 (1.60%) MS Visio
4 3 (0.96%) InVision
5 2 (0.64%) OmniGraffle
6 1 (0.32%) Figma
6 1 (0.32%) Sketch
Business Applications
1 3 (0.96%) SAP S/4HANA
2 2 (0.64%) Oracle ERP
2 2 (0.64%) SAP Retail
2 2 (0.64%) SAP SD
3 1 (0.32%) iTrent
3 1 (0.32%) SAP BPC
3 1 (0.32%) SessionCam
3 1 (0.32%) Sparx Enterprise Architect
3 1 (0.32%) WebTrends
Cloud Services
1 95 (30.45%) AWS
2 92 (29.49%) Azure
3 54 (17.31%) Power Platform
4 28 (8.97%) GCP
5 27 (8.65%) SaaS
6 24 (7.69%) GitHub
7 20 (6.41%) Google Analytics
7 20 (6.41%) Serverless
8 13 (4.17%) Azure Data Factory
9 12 (3.85%) Azure Cosmos DB
10 11 (3.53%) Azure Machine Learning
10 11 (3.53%) Datadog
10 11 (3.53%) PaaS
10 11 (3.53%) Pulumi
11 9 (2.88%) PowerApps
12 7 (2.24%) Azure Synapse Analytics
12 7 (2.24%) Cloud Computing
13 6 (1.92%) ServiceMax
14 5 (1.60%) Google Data Studio
15 4 (1.28%) Google Tag Manager
Communications & Networking
1 6 (1.92%) SNMP
2 5 (1.60%) Internet
3 2 (0.64%) AMQP
4 1 (0.32%) Skype
4 1 (0.32%) SMS
4 1 (0.32%) Unified Communications
Database & Business Intelligence
1 64 (20.51%) Data Warehouse
2 45 (14.42%) Big Data
2 45 (14.42%) Power BI
3 37 (11.86%) SQL Server
4 24 (7.69%) SQL Server Reporting Services
5 22 (7.05%) SQL Server Integration Services
6 21 (6.73%) MySQL
7 19 (6.09%) Azure SQL Database
8 18 (5.77%) Tableau
9 17 (5.45%) NoSQL
10 14 (4.49%) Data Lake
10 14 (4.49%) SQL Server Analysis Services
11 13 (4.17%) Hadoop
12 12 (3.85%) MongoDB
12 12 (3.85%) Relational Database
13 11 (3.53%) MariaDB
13 11 (3.53%) PostgreSQL
13 11 (3.53%) Redis
14 8 (2.56%) Microsoft Analysis Services
15 6 (1.92%) Data Mining
Development Applications
1 44 (14.10%) Jenkins
2 24 (7.69%) JIRA
3 12 (3.85%) Team Foundation Server
4 11 (3.53%) Git (software)
5 4 (1.28%) IBM UrbanCode
6 3 (0.96%) webpack
7 2 (0.64%) Axure RP
7 2 (0.64%) GitLab
7 2 (0.64%) JUnit
7 2 (0.64%) Spinnaker
7 2 (0.64%) Vagrant
7 2 (0.64%) Visual Studio
8 1 (0.32%) gulp
8 1 (0.32%) IntelliJ
8 1 (0.32%) Octopus Deploy
8 1 (0.32%) SQL Server Management Studio (SSMS)
8 1 (0.32%) TeamCity
8 1 (0.32%) Visual Studio Code
General
1 76 (24.36%) Social Skills
2 56 (17.95%) Analytical Skills
3 49 (15.71%) Finance
4 48 (15.38%) Marketing
5 24 (7.69%) Retail
6 17 (5.45%) Law
7 14 (4.49%) Legal
7 14 (4.49%) Public Sector
7 14 (4.49%) Telecoms
8 13 (4.17%) Manufacturing
9 12 (3.85%) Banking
10 8 (2.56%) Electronics
11 7 (2.24%) Presentation Skills
12 6 (1.92%) Back Office
12 6 (1.92%) Organisational Skills
13 4 (1.28%) Games
14 3 (0.96%) Advertising
14 3 (0.96%) Billing
15 2 (0.64%) Military
15 2 (0.64%) Publishing
Job Titles
1 49 (15.71%) Developer
2 39 (12.50%) Architect
3 37 (11.86%) Analyst
4 30 (9.62%) Data Architect
5 28 (8.97%) Data Engineer
6 26 (8.33%) AWS Architect
6 26 (8.33%) Azure Architect
7 20 (6.41%) Software Engineer
8 17 (5.45%) Azure Engineer
8 17 (5.45%) Business Intelligence Developer
8 17 (5.45%) Java Developer
9 16 (5.13%) DevOps Engineer
10 15 (4.81%) Consultant
11 12 (3.85%) Azure DevOps
11 12 (3.85%) Azure DevOps Engineer
12 11 (3.53%) Senior Software Engineer
13 9 (2.88%) Business Intelligence Analyst
13 9 (2.88%) Cloud Engineer
13 9 (2.88%) Data Analyst
13 9 (2.88%) SQL Developer
Libraries, Frameworks & Software Standards
1 21 (6.73%) Spring
2 20 (6.41%) Kafka
3 18 (5.77%) CSS
3 18 (5.77%) Hibernate
3 18 (5.77%) React
4 17 (5.45%) HTML
4 17 (5.45%) REST
5 16 (5.13%) Web Services
6 15 (4.81%) Middleware
7 14 (4.49%) CGI
7 14 (4.49%) GraphQL
7 14 (4.49%) JavaBeans
8 13 (4.17%) AngularJS
9 12 (3.85%) .NET
10 10 (3.21%) Node.js
10 10 (3.21%) XML
11 9 (2.88%) Apache NiFi
12 7 (2.24%) ASP.NET
12 7 (2.24%) jQuery
12 7 (2.24%) Vue.js
Miscellaneous
1 17 (5.45%) User Experience
2 13 (4.17%) Cyberattack
3 11 (3.53%) Linux Command Line
4 10 (3.21%) Cloud Native
4 10 (3.21%) Management Information System
5 7 (2.24%) Blog
6 6 (1.92%) Algorithms
6 6 (1.92%) IVR
6 6 (1.92%) Reinsurance
7 5 (1.60%) Mobile App
8 4 (1.28%) Mainframe
8 4 (1.28%) Online Banking
9 3 (0.96%) Cardano
9 3 (0.96%) Self-Motivation
9 3 (0.96%) Taxonomies
10 2 (0.64%) Analytical Mindset
10 2 (0.64%) Data Centre
10 2 (0.64%) Greenfield Project
10 2 (0.64%) Video\Live Streaming
10 2 (0.64%) Virtual Team
Operating Systems
1 21 (6.73%) Linux
2 16 (5.13%) Windows
3 11 (3.53%) Red Hat Enterprise Linux
4 10 (3.21%) Windows Server
5 9 (2.88%) CentOS
6 2 (0.64%) Alpine Linux
6 2 (0.64%) Ubuntu
6 2 (0.64%) Unix
Processes & Methodologies
1 158 (50.64%) Agile Software Development
2 99 (31.73%) Business Intelligence
3 77 (24.68%) DevOps
4 63 (20.19%) Problem-Solving
5 59 (18.91%) Machine Learning
6 54 (17.31%) Data Analytics
7 45 (14.42%) Scrum
8 42 (13.46%) Data Science
9 41 (13.14%) Software Engineering
10 40 (12.82%) Coaching
10 40 (12.82%) Microservices
11 38 (12.18%) Open Source
12 32 (10.26%) Migration
13 29 (9.29%) Digital Marketing
13 29 (9.29%) ETL
13 29 (9.29%) Visualisation
14 27 (8.65%) Data Management
14 27 (8.65%) DataOps
14 27 (8.65%) Mentoring
14 27 (8.65%) TDD
Programming Languages
1 98 (31.41%) SQL
2 74 (23.72%) Python
3 63 (20.19%) Java
4 44 (14.10%) JavaScript
5 28 (8.97%) C
6 22 (7.05%) PowerShell
7 21 (6.73%) C#
7 21 (6.73%) Go
8 19 (6.09%) T-SQL
9 16 (5.13%) Java 8
10 15 (4.81%) R
11 14 (4.49%) TypeScript
12 11 (3.53%) Bash Shell
12 11 (3.53%) C++
12 11 (3.53%) Groovy
12 11 (3.53%) PHP
12 11 (3.53%) Ruby
13 8 (2.56%) VBA
14 7 (2.24%) Scala
15 4 (1.28%) Data Analysis Expressions (DAX)
Qualifications
1 29 (9.29%) Security Cleared
2 26 (8.33%) SC Cleared
3 24 (7.69%) Degree
4 8 (2.56%) Computer Science Degree
5 5 (1.60%) DV Cleared
6 4 (1.28%) Master's Degree
6 4 (1.28%) PhD
7 3 (0.96%) CCNA
7 3 (0.96%) CCNP
7 3 (0.96%) Cisco Certification
8 2 (0.64%) BPSS Clearance
8 2 (0.64%) CCAB
8 2 (0.64%) DBS Check
8 2 (0.64%) Numerate Degree
8 2 (0.64%) Tableau Certification
9 1 (0.32%) AAT
9 1 (0.32%) CAPM
9 1 (0.32%) CSPO
9 1 (0.32%) PMI Certification
9 1 (0.32%) PMP
Quality Assurance & Compliance
1 19 (6.09%) Data Quality
2 14 (4.49%) GDPR
3 7 (2.24%) QA
4 5 (1.60%) PCI DSS
5 2 (0.64%) Accessibility
6 1 (0.32%) GRC
6 1 (0.32%) ISO/IEC 27001
6 1 (0.32%) SLA
6 1 (0.32%) SOC 2
System Software
1 55 (17.63%) Docker
2 3 (0.96%) Active Directory
3 2 (0.64%) Snort
4 1 (0.32%) VMware Infrastructure
Systems Management
1 42 (13.46%) Terraform
2 33 (10.58%) Kubernetes
3 26 (8.33%) Ansible
4 11 (3.53%) Grafana
4 11 (3.53%) Opscode Chef
4 11 (3.53%) Prometheus
4 11 (3.53%) Puppet
5 4 (1.28%) Istio
6 2 (0.64%) Host Intrusion Detection System
6 2 (0.64%) Network Intrusion Detection System
7 1 (0.32%) Single Sign-On
Vendors
1 37 (11.86%) Microsoft
2 27 (8.65%) Google
3 20 (6.41%) Oracle
4 17 (5.45%) Databricks
5 16 (5.13%) Adobe
5 16 (5.13%) Salesforce.com
6 15 (4.81%) SAP
7 11 (3.53%) New Relic
7 11 (3.53%) SaltStack
8 9 (2.88%) IBM
8 9 (2.88%) Red Hat
9 8 (2.56%) Cisco
10 7 (2.24%) Alteryx
11 6 (1.92%) Atlassian
11 6 (1.92%) Teradata
11 6 (1.92%) Zuora
12 5 (1.60%) Avaya
12 5 (1.60%) Genesys
13 4 (1.28%) Ab Initio
13 4 (1.28%) Cognos