Period
to 23 January 2022

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 23 January 2022 with a comparison to the same period in the previous 2 years.

Visualization
North West > Manchester
6 months to
23 Jan 2022
Same period 2021 Same period 2020
Rank 111 120 183
Rank change year-on-year +9 +63 +4
Permanent jobs citing Visualisation 144 62 63
As % of all permanent jobs advertised in Manchester 2.64% 1.99% 1.13%
As % of the Processes & Methodologies category 2.77% 2.08% 1.19%
Number of salaries quoted 97 47 39
10th Percentile £32,000 £37,500 £32,500
25th Percentile £42,500 £43,750 £38,500
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +10.53%
75th Percentile £67,500 £70,000 £76,250
90th Percentile £71,000 £77,000 -
North West median annual salary £51,250 £50,000 £50,000
% change year-on-year +2.50% - +11.11%

Visualisation 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 5,190 2,975 5,287
As % of all permanent IT jobs advertised in Manchester 95.04% 95.60% 94.46%
Number of salaries quoted 3,867 2,644 4,302
10th Percentile £32,500 £32,500 £29,807
25th Percentile £41,250 £38,750 £36,250
Median annual salary (50th Percentile) £55,000 £50,500 £50,000
Median % change year-on-year +8.91% +1.00% +5.26%
75th Percentile £69,250 £63,750 £60,000
90th Percentile £85,000 £75,000 £71,250
North West median annual salary £52,500 £50,000 £45,000
% change year-on-year +5.00% +11.11% -

Visualisation
Job Vacancy Trend in Manchester

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

Job vacancy trend for Visualisation in Manchester

Visualisation
Salary Trend in Manchester

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

Salary trend for Visualisation in Manchester

Visualisation
Salary Histogram in Manchester

Salary distribution for jobs citing Visualisation in Manchester over the 6 months to 23 January 2022.

Salary histogram for Visualisation in Manchester

Visualisation
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Manchester region over the 6 months to 23 January 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
Salford - 2 - - 1
Wigan - 2 £37,250 -
Stockport +3 1 £21,000 -58.00% 1
Altrincham - 1 £50,000 -
Visualisation
North West

For the 6 months to 23 January 2022, IT jobs citing Visualisation 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 Visualisation.

1 102 (70.83%) Analytics
2 70 (48.61%) Power BI
2 70 (48.61%) Power Platform
3 68 (47.22%) Data Visualisation
4 61 (42.36%) SQL
5 51 (35.42%) Business Intelligence
6 50 (34.72%) Azure
7 49 (34.03%) Python
8 48 (33.33%) Social Skills
9 44 (30.56%) Analytical Skills
9 44 (30.56%) Agile Software Development
10 43 (29.86%) AWS
11 32 (22.22%) Machine Learning
11 32 (22.22%) Data Science
12 30 (20.83%) Finance
13 28 (19.44%) Data Analysis
13 28 (19.44%) Degree
14 27 (18.75%) Tableau
14 27 (18.75%) SQL Server
15 26 (18.06%) Data Warehouse
15 26 (18.06%) Microsoft
16 25 (17.36%) Microsoft Excel
16 25 (17.36%) R
17 23 (15.97%) ETL
18 22 (15.28%) CI/CD
19 21 (14.58%) NoSQL
20 20 (13.89%) React
21 18 (12.50%) Data Analytics
22 17 (11.81%) Continuous Integration
22 17 (11.81%) Data Engineering

Visualisation
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 (10.42%) Apache Spark
2 6 (4.17%) Jupyter
3 5 (3.47%) Apache
4 4 (2.78%) Apache Airflow
4 4 (2.78%) Oracle Workflow
5 3 (2.08%) Elasticsearch
5 3 (2.08%) IIS
5 3 (2.08%) SAS
6 1 (0.69%) ArcGIS
6 1 (0.69%) SharePoint
Applications
1 25 (17.36%) Microsoft Excel
2 4 (2.78%) Microsoft Office
2 4 (2.78%) Microsoft PowerPoint
3 3 (2.08%) Spreadsheet
4 1 (0.69%) MS Visio
4 1 (0.69%) SPSS
4 1 (0.69%) Stata
Cloud Services
1 70 (48.61%) Power Platform
2 50 (34.72%) Azure
3 43 (29.86%) AWS
4 12 (8.33%) GCP
5 8 (5.56%) Azure Data Factory
5 8 (5.56%) Azure Synapse Analytics
6 7 (4.86%) Google Analytics
7 5 (3.47%) SaaS
8 3 (2.08%) Amazon SageMaker
8 3 (2.08%) Apigee
8 3 (2.08%) Azure Machine Learning
8 3 (2.08%) GitHub
8 3 (2.08%) Snowflake
9 2 (1.39%) Adobe Analytics
9 2 (1.39%) Azure Stack
9 2 (1.39%) Google Ads
9 2 (1.39%) OpenShift
10 1 (0.69%) Amazon S3
10 1 (0.69%) IaaS
10 1 (0.69%) PaaS
Communications & Networking
1 5 (3.47%) Firewall
1 5 (3.47%) Internet
2 3 (2.08%) HTTP
Database & Business Intelligence
1 70 (48.61%) Power BI
2 27 (18.75%) SQL Server
2 27 (18.75%) Tableau
3 26 (18.06%) Data Warehouse
4 21 (14.58%) NoSQL
5 15 (10.42%) Relational Database
6 14 (9.72%) Data Lake
7 12 (8.33%) Big Data
7 12 (8.33%) SQL Server Integration Services
8 10 (6.94%) RDBMS
8 10 (6.94%) SQL Server Analysis Services
8 10 (6.94%) SQL Server Reporting Services
9 8 (5.56%) Hadoop
9 8 (5.56%) Power Query
10 7 (4.86%) Azure SQL Database
10 7 (4.86%) MySQL
11 5 (3.47%) Azure SQL Data Warehouse
11 5 (3.47%) Neo4j
12 4 (2.78%) Enterprise Data Warehouse
12 4 (2.78%) Qlik Sense
Development Applications
1 4 (2.78%) Vagrant
2 3 (2.08%) Git (software)
2 3 (2.08%) Jenkins
3 2 (1.39%) Atlassian Bamboo
3 2 (1.39%) GitLab
3 2 (1.39%) JIRA
4 1 (0.69%) Bitbucket
4 1 (0.69%) WaveMaker
General
1 48 (33.33%) Social Skills
2 44 (30.56%) Analytical Skills
3 30 (20.83%) Finance
4 14 (9.72%) Police
5 13 (9.03%) Fire and Rescue
6 12 (8.33%) Inclusion and Diversity
6 12 (8.33%) Law
6 12 (8.33%) Public Sector
7 7 (4.86%) Retail
8 5 (3.47%) Legal
8 5 (3.47%) Organisational Skills
9 4 (2.78%) Marketing
10 3 (2.08%) Advertising
10 3 (2.08%) Publishing
11 2 (1.39%) Banking
11 2 (1.39%) Presentation Skills
12 1 (0.69%) Billing
12 1 (0.69%) Local Government
12 1 (0.69%) Manufacturing
Job Titles
1 43 (29.86%) Analyst
2 31 (21.53%) Developer
3 17 (11.81%) Insight Analyst
4 16 (11.11%) Data Analyst
5 15 (10.42%) Consultant
6 14 (9.72%) Data Engineer
7 13 (9.03%) Node.js Developer
7 13 (9.03%) Power BI Analyst
8 12 (8.33%) Senior Developer
9 11 (7.64%) Business Intelligence Developer
10 10 (6.94%) Business Intelligence Analyst
10 10 (6.94%) Senior Analyst
11 9 (6.25%) Data Consultant
11 9 (6.25%) SQL Analyst
12 8 (5.56%) Analytics Consultant
12 8 (5.56%) Data Scientist
12 8 (5.56%) Senior Insight Analyst
13 7 (4.86%) Data Analytics Consultant
13 7 (4.86%) Software Engineer
14 5 (3.47%) Data Insight Analyst
Libraries, Frameworks & Software Standards
1 20 (13.89%) React
2 15 (10.42%) Node.js
3 8 (5.56%) Web Services
4 6 (4.17%) Pandas
5 3 (2.08%) AngularJS
5 3 (2.08%) Apache Beam
5 3 (2.08%) Apache NiFi
5 3 (2.08%) Elastic Stack
5 3 (2.08%) Kafka
5 3 (2.08%) RESTful
6 2 (1.39%) .NET
6 2 (1.39%) MXNet
6 2 (1.39%) Redux
6 2 (1.39%) scikit-learn
6 2 (1.39%) Spark Streaming
6 2 (1.39%) TensorFlow
7 1 (0.69%) CSS
7 1 (0.69%) HTML
7 1 (0.69%) Unity (Game Engine)
7 1 (0.69%) Velocity
Miscellaneous
1 15 (10.42%) Cloud Native
2 7 (4.86%) Data Protection Act
3 3 (2.08%) Greenfield Project
3 3 (2.08%) Management Information System
3 3 (2.08%) NHS
3 3 (2.08%) Self-Motivation
3 3 (2.08%) User Experience
4 2 (1.39%) Data Centre
4 2 (1.39%) Video Conferencing
4 2 (1.39%) Virtual Team
5 1 (0.69%) Algorithms
5 1 (0.69%) Analytical Mindset
5 1 (0.69%) Biotechnology
5 1 (0.69%) Data Structures
5 1 (0.69%) Housing Association
5 1 (0.69%) Mobile App
Operating Systems
1 8 (5.56%) Windows
2 5 (3.47%) Linux
3 3 (2.08%) Solaris
3 3 (2.08%) Unix
3 3 (2.08%) VMS
3 3 (2.08%) Windows Server
Processes & Methodologies
1 102 (70.83%) Analytics
2 68 (47.22%) Data Visualisation
3 51 (35.42%) Business Intelligence
4 44 (30.56%) Agile Software Development
5 32 (22.22%) Data Science
5 32 (22.22%) Machine Learning
6 28 (19.44%) Data Analysis
7 23 (15.97%) ETL
8 22 (15.28%) CI/CD
9 18 (12.50%) Data Analytics
10 17 (11.81%) Continuous Integration
10 17 (11.81%) Data Engineering
11 16 (11.11%) Data Management
11 16 (11.11%) Data Modelling
12 15 (10.42%) Actionable Insight
12 15 (10.42%) Prototyping
12 15 (10.42%) TDD
13 14 (9.72%) DevOps
13 14 (9.72%) Migration
14 13 (9.03%) Mathematics
Programming Languages
1 61 (42.36%) SQL
2 49 (34.03%) Python
3 25 (17.36%) R
4 12 (8.33%) C
5 8 (5.56%) VBA
6 7 (4.86%) T-SQL
7 5 (3.47%) C++
7 5 (3.47%) Java
7 5 (3.47%) JavaScript
8 3 (2.08%) C#
8 3 (2.08%) Data Analysis Expressions (DAX)
8 3 (2.08%) PowerShell
9 2 (1.39%) Go
Qualifications
1 28 (19.44%) Degree
2 14 (9.72%) Master's Degree
3 10 (6.94%) Security Cleared
4 8 (5.56%) SC Cleared
5 3 (2.08%) Postgraduate
6 2 (1.39%) Computer Science Degree
6 2 (1.39%) DV Cleared
6 2 (1.39%) Numerate Degree
7 1 (0.69%) CTC Cleared
7 1 (0.69%) Microsoft Certification
Quality Assurance & Compliance
1 10 (6.94%) Accessibility
2 9 (6.25%) Data Quality
3 4 (2.78%) SLA
4 2 (1.39%) QA
5 1 (0.69%) Actionable Recommendations
5 1 (0.69%) COBIT
5 1 (0.69%) PMO
System Software
1 14 (9.72%) Docker
2 4 (2.78%) VMware Infrastructure
3 2 (1.39%) VirtualBox
4 1 (0.69%) Hyper-V
Systems Management
1 8 (5.56%) Kubernetes
2 6 (4.17%) Ansible
3 5 (3.47%) Terraform
4 3 (2.08%) Grafana
4 3 (2.08%) Prometheus
5 2 (1.39%) Docker Swarm
Vendors
1 26 (18.06%) Microsoft
2 11 (7.64%) Google
3 9 (6.25%) Databricks
4 6 (4.17%) Oracle
5 4 (2.78%) Marketo
5 4 (2.78%) Salesforce.com
5 4 (2.78%) VMware
6 3 (2.08%) Citrix
7 2 (1.39%) Adobe
7 2 (1.39%) Alteryx
7 2 (1.39%) Cloudera
7 2 (1.39%) Dataiku
7 2 (1.39%) Hortonworks
7 2 (1.39%) Teradata
8 1 (0.69%) ESRI
8 1 (0.69%) Pega
8 1 (0.69%) Sage
8 1 (0.69%) SAP