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

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 2 July 2022 with a comparison to the same period in the previous 2 years.

Analytics
North West > Manchester
6 months to
2 Jul 2022		 Same period 2021 Same period 2020
Rank 22 33 53
Rank change year-on-year +11 +20 -13
Permanent jobs citing Analytics 562 330 181
As % of all permanent jobs advertised in Manchester 9.20% 7.18% 5.01%
As % of the Processes & Methodologies category 9.72% 7.61% 5.34%
Number of salaries quoted 290 223 134
10th Percentile £35,250 £30,000 £33,750
25th Percentile £45,750 £40,000 £37,500
Median annual salary (50th Percentile) £56,407 £57,500 £55,000
Median % change year-on-year -1.90% +4.55% +29.41%
75th Percentile £71,750 £70,000 £70,000
90th Percentile £85,000 £82,500 £76,250
North West median annual salary £55,000 £52,501 £50,000
% change year-on-year +4.76% +5.00% +12.05%

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 5,784 4,336 3,387
As % of all permanent IT jobs advertised in Manchester 94.71% 94.30% 93.82%
Number of salaries quoted 3,725 3,334 2,784
10th Percentile £32,500 £31,250 £31,500
25th Percentile £41,250 £38,750 £39,750
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - +11.11%
75th Percentile £70,000 £65,000 £62,500
90th Percentile £85,000 £78,750 £71,250
North West median annual salary £52,500 £49,500 £50,000
% change year-on-year +6.06% -1.00% +11.11%

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 2 July 2022.

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 2 July 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 -14 7 £49,500 -5.71% 3
Cheadle -6 6 - -
Altrincham +7 5 £50,000 -20.00%
Sale -5 3 £40,000 -
Salford -17 2 £54,500 +1.72%
Wigan -2 1 £35,500 -17.92%
Analytics
North West

For the 6 months to 2 July 2022, 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.

1 291 (51.78%) Agile
2 200 (35.59%) AWS
3 185 (32.92%) Python
4 183 (32.56%) Azure
5 146 (25.98%) SQL
6 145 (25.80%) Microsoft
7 142 (25.27%) Business Intelligence
8 140 (24.91%) Data Analytics
9 135 (24.02%) DevOps
10 131 (23.31%) GCP
11 123 (21.89%) Mentoring
12 115 (20.46%) Finance
13 112 (19.93%) Visualisation
14 111 (19.75%) Social Skills
15 110 (19.57%) Data Engineering
16 106 (18.86%) Data Science
16 106 (18.86%) Problem-Solving
16 106 (18.86%) Big Data
17 101 (17.97%) Machine Learning
18 100 (17.79%) Analytical Skills
19 99 (17.62%) Java
20 93 (16.55%) CI/CD
21 90 (16.01%) Scrum
22 87 (15.48%) Cybersecurity
23 80 (14.23%) Power Platform
23 80 (14.23%) Data Warehouse
24 78 (13.88%) User Experience
24 78 (13.88%) Power BI
25 77 (13.70%) Google
26 73 (12.99%) Retail

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 38 (6.76%) Apache Spark
2 15 (2.67%) Apache
3 11 (1.96%) CMS
4 10 (1.78%) Oracle Workflow
5 9 (1.60%) SAS
6 7 (1.25%) Apache Airflow
7 6 (1.07%) Confluence
7 6 (1.07%) nginx
8 3 (0.53%) Adobe Experience Manager
8 3 (0.53%) Cloud Foundry
9 2 (0.36%) OpenStack
10 1 (0.18%) SharePoint
10 1 (0.18%) SharePoint 2013
Applications
1 33 (5.87%) Microsoft Excel
2 26 (4.63%) Microsoft Office
3 7 (1.25%) Spreadsheet
4 3 (0.53%) Sketch
5 2 (0.36%) Microsoft PowerPoint
5 2 (0.36%) UserZoom
6 1 (0.18%) SPSS
Business Applications
1 7 (1.25%) SessionCam
1 7 (1.25%) WebTrends
2 6 (1.07%) JDE OneWorld
3 4 (0.71%) ResourceLink
4 2 (0.36%) thinkFolio
5 1 (0.18%) Cognos Business Intelligence
5 1 (0.18%) IBM Planning Analytics
5 1 (0.18%) NetSuite
Cloud Services
1 200 (35.59%) AWS
2 183 (32.56%) Azure
3 131 (23.31%) GCP
4 80 (14.23%) Power Platform
5 27 (4.80%) Snowflake
6 26 (4.63%) Microsoft 365
7 25 (4.45%) SaaS
8 24 (4.27%) Google Analytics
9 23 (4.09%) PaaS
10 20 (3.56%) Azure Cosmos DB
11 19 (3.38%) IaaS
12 18 (3.20%) GitHub
13 17 (3.02%) AWS CloudFormation
13 17 (3.02%) Cloud Computing
14 16 (2.85%) Azure Data Factory
14 16 (2.85%) Azure DevOps
15 14 (2.49%) Azure Synapse Analytics
16 13 (2.31%) OpenShift
17 10 (1.78%) Serverless
18 9 (1.60%) Google Tag Manager
Communications & Networking
1 14 (2.49%) HTTP
1 14 (2.49%) Peer-to-Peer Networking
2 11 (1.96%) Internet
2 11 (1.96%) Wi-Fi
3 5 (0.89%) Network Security
4 2 (0.36%) ATM
4 2 (0.36%) Remote Desktop
4 2 (0.36%) Software-Defined Networking
4 2 (0.36%) VPN
5 1 (0.18%) AMQP
5 1 (0.18%) Bluetooth
5 1 (0.18%) DNS
5 1 (0.18%) SMS
Database & Business Intelligence
1 106 (18.86%) Big Data
2 80 (14.23%) Data Warehouse
3 78 (13.88%) Power BI
4 69 (12.28%) Data Lake
4 69 (12.28%) NoSQL
5 58 (10.32%) Relational Database
6 54 (9.61%) SQL Server
7 51 (9.07%) Tableau
8 27 (4.80%) MySQL
9 25 (4.45%) Hadoop
10 22 (3.91%) Elasticsearch
11 21 (3.74%) MongoDB
12 20 (3.56%) SQL Server Integration Services
12 20 (3.56%) SQL Server Reporting Services
13 18 (3.20%) PostgreSQL
14 16 (2.85%) Apache Cassandra
15 13 (2.31%) DataStage
15 13 (2.31%) IBM InfoSphere
16 12 (2.14%) Data Mart
16 12 (2.14%) SQL Server Analysis Services
Development Applications
1 41 (7.30%) JIRA
2 31 (5.52%) GitLab
3 21 (3.74%) Git (software)
4 20 (3.56%) Vagrant
5 16 (2.85%) Jenkins
6 10 (1.78%) Cucumber
6 10 (1.78%) Selenium
7 8 (1.42%) Bugzilla
7 8 (1.42%) Redmine
8 6 (1.07%) TestRail
9 2 (0.36%) Axure RP
9 2 (0.36%) Bitbucket
9 2 (0.36%) GoCD
9 2 (0.36%) Travis CI
10 1 (0.18%) Appium
10 1 (0.18%) ERwin
10 1 (0.18%) jspm
10 1 (0.18%) RStudio
10 1 (0.18%) TestCafe
General
1 115 (20.46%) Finance
2 111 (19.75%) Social Skills
3 100 (17.79%) Analytical Skills
4 73 (12.99%) Retail
5 54 (9.61%) Inclusion and Diversity
6 45 (8.01%) Presentation Skills
7 41 (7.30%) Games
8 40 (7.12%) Banking
8 40 (7.12%) Legal
9 39 (6.94%) Public Sector
10 30 (5.34%) Automotive
11 29 (5.16%) Marketing
12 17 (3.02%) Law
13 13 (2.31%) Manufacturing
14 11 (1.96%) Aerospace
15 10 (1.78%) Fire and Rescue
15 10 (1.78%) Police
16 9 (1.60%) Financial Institution
17 8 (1.42%) Advertising
17 8 (1.42%) Telecoms
Job Titles
1 82 (14.59%) Developer
2 81 (14.41%) Data Engineer
3 72 (12.81%) Analyst
4 62 (11.03%) Architect
5 41 (7.30%) Data Analyst
6 38 (6.76%) Trainee
7 37 (6.58%) Solutions Architect
8 36 (6.41%) Consultant
9 33 (5.87%) Graduate
10 31 (5.52%) Software Engineer
11 30 (5.34%) Senior Developer
12 25 (4.45%) Product Owner
13 24 (4.27%) Software Developer
14 22 (3.91%) Designer
15 20 (3.56%) Cloud Architect
15 20 (3.56%) Senior Software Engineer
16 18 (3.20%) Cloud Solutions Architect
17 17 (3.02%) Cloud Consultant
17 17 (3.02%) Solutions Consultant
18 16 (2.85%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 62 (11.03%) React
2 55 (9.79%) Spring
3 44 (7.83%) Node.js
4 34 (6.05%) CSS
4 34 (6.05%) HTML
5 29 (5.16%) AngularJS
6 26 (4.63%) REST
7 23 (4.09%) RESTful
8 22 (3.91%) Web Services
9 18 (3.20%) HTML5
10 16 (2.85%) .NET
10 16 (2.85%) JSON
11 15 (2.67%) Vue.js
12 14 (2.49%) .NET Core
13 13 (2.31%) CSS3
13 13 (2.31%) Kafka
14 11 (1.96%) ASP.NET
15 10 (1.78%) ASP.NET MVC
15 10 (1.78%) Hibernate
15 10 (1.78%) JAX-RS
Miscellaneous
1 78 (13.88%) User Experience
2 50 (8.90%) Algorithms
3 39 (6.94%) Cloud Native
4 32 (5.69%) Self-Motivation
5 20 (3.56%) Greenfield Project
6 17 (3.02%) Data Centre
6 17 (3.02%) IoT
6 17 (3.02%) Management Information System
7 14 (2.49%) Enterprise Software
8 13 (2.31%) Data Structures
9 12 (2.14%) Mobile App
10 11 (1.96%) NHS
10 11 (1.96%) Virtual Team
11 10 (1.78%) Public Cloud
12 9 (1.60%) Blog
12 9 (1.60%) Hackathon
13 6 (1.07%) Data Protection Act
14 5 (0.89%) Taxonomies
14 5 (0.89%) Video\Live Streaming
15 4 (0.71%) Online Banking
Operating Systems
1 31 (5.52%) Windows
2 18 (3.20%) Android
2 18 (3.20%) Apple iOS
3 14 (2.49%) Linux
4 1 (0.18%) CentOS
4 1 (0.18%) Red Hat Enterprise Linux
Processes & Methodologies
1 291 (51.78%) Agile
2 142 (25.27%) Business Intelligence
3 140 (24.91%) Data Analytics
4 135 (24.02%) DevOps
5 123 (21.89%) Mentoring
6 112 (19.93%) Visualisation
7 110 (19.57%) Data Engineering
8 106 (18.86%) Data Science
8 106 (18.86%) Problem-Solving
9 101 (17.97%) Machine Learning
10 93 (16.55%) CI/CD
11 90 (16.01%) Scrum
12 87 (15.48%) Cybersecurity
13 72 (12.81%) ETL
14 68 (12.10%) Data Architecture
14 68 (12.10%) Software Engineering
15 66 (11.74%) Data Management
15 66 (11.74%) Data Visualisation
16 58 (10.32%) Data Modelling
16 58 (10.32%) Data Pipeline
Programming Languages
1 185 (32.92%) Python
2 146 (25.98%) SQL
3 99 (17.62%) Java
4 62 (11.03%) JavaScript
5 35 (6.23%) C#
6 32 (5.69%) R
7 28 (4.98%) TypeScript
8 23 (4.09%) Scala
9 20 (3.56%) Bash
10 19 (3.38%) PowerShell
10 19 (3.38%) Ruby
11 15 (2.67%) T-SQL
12 13 (2.31%) Go
13 12 (2.14%) Apple Swift
13 12 (2.14%) Objective-C
14 11 (1.96%) C
14 11 (1.96%) C++
15 9 (1.60%) VBA
16 5 (0.89%) Kotlin
17 4 (0.71%) PHP
Qualifications
1 72 (12.81%) Degree
2 53 (9.43%) Security Cleared
3 37 (6.58%) SC Cleared
4 17 (3.02%) AWS Certification
5 12 (2.14%) Computer Science Degree
6 11 (1.96%) Master's Degree
7 10 (1.78%) CISSP
7 10 (1.78%) CSSLP
8 8 (1.42%) Microsoft Certification
9 7 (1.25%) DV Cleared
10 6 (1.07%) CIMA
11 5 (0.89%) ACCA
11 5 (0.89%) Postgraduate
12 4 (0.71%) DBS Check
12 4 (0.71%) Numerate Degree
13 3 (0.53%) PhD
13 3 (0.53%) TOGAF Certification
14 1 (0.18%) CIPD
14 1 (0.18%) ITIL Certification
Quality Assurance & Compliance
1 67 (11.92%) QA
2 62 (11.03%) Data Quality
3 31 (5.52%) Accessibility
4 8 (1.42%) GDPR
5 5 (0.89%) Sarbanes-Oxley
6 1 (0.18%) GMP
6 1 (0.18%) SLA
6 1 (0.18%) WCAG
System Software
1 39 (6.94%) Docker
2 3 (0.53%) Virtual Desktop
2 3 (0.53%) VMware Infrastructure
3 2 (0.36%) Ceph
3 2 (0.36%) Lustre
3 2 (0.36%) Virtual Machines
4 1 (0.18%) Active Directory
4 1 (0.18%) Microsoft App-V
Systems Management
1 36 (6.41%) Terraform
2 32 (5.69%) Kubernetes
3 18 (3.20%) Ansible
4 10 (1.78%) Grafana
4 10 (1.78%) Prometheus
5 6 (1.07%) Opscode Chef
6 5 (0.89%) Opsgenie
6 5 (0.89%) Packer
7 3 (0.53%) Microsoft Intune
8 2 (0.36%) Control-M
8 2 (0.36%) Istio
8 2 (0.36%) Mesos
8 2 (0.36%) Oozie
8 2 (0.36%) SCCM
9 1 (0.18%) Bugsnag
9 1 (0.18%) Puppet
Vendors
1 145 (25.80%) Microsoft
2 77 (13.70%) Google
3 47 (8.36%) Oracle
4 25 (4.45%) Salesforce.com
5 24 (4.27%) Databricks
6 18 (3.20%) IBM
7 15 (2.67%) Splunk
8 14 (2.49%) Adobe
8 14 (2.49%) Cadence
9 11 (1.96%) Teradata
10 10 (1.78%) Cloudera
10 10 (1.78%) Dell
10 10 (1.78%) Hitachi
10 10 (1.78%) Hotjar
10 10 (1.78%) Xamarin
11 9 (1.60%) Facebook
11 9 (1.60%) Tealium
12 8 (1.42%) VMware
13 7 (1.25%) AppDynamics
13 7 (1.25%) Tealeaf