Period
to

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

Visualization
North West > Manchester
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 104 131 157
Rank change year-on-year +27 +26 +15
Permanent jobs citing Visualisation 181 85 40
As % of all permanent jobs advertised in Manchester 2.97% 1.86% 1.11%
As % of the Processes & Methodologies category 3.13% 1.97% 1.18%
Number of salaries quoted 97 58 35
10th Percentile £36,250 £28,658 £38,000
25th Percentile £42,500 £33,375 £42,250
Median annual salary (50th Percentile) £52,500 £41,500 £48,000
Median % change year-on-year +26.51% -13.54% -
75th Percentile £67,500 £56,972 £71,125
90th Percentile £77,500 £65,750 £76,250
North West median annual salary £52,500 £40,250 £45,000
% change year-on-year +30.43% -10.56% -

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 5,779 4,309 3,385
As % of all permanent IT jobs advertised in Manchester 94.72% 94.27% 93.79%
Number of salaries quoted 3,723 3,312 2,783
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%

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 1 July 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 1 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 -6 6 £49,500 +10.00%
Bolton - 4 £32,000 -
Salford -16 2 £54,500 +3.81% 1
Altrincham - 1 £50,000 -
Bury - 1 - -
Visualisation
North West

For the 6 months to 1 July 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.

1 112 (61.88%) Analytics
2 103 (56.91%) Data Visualisation
3 91 (50.28%) Business Intelligence
4 89 (49.17%) Power BI
4 89 (49.17%) Power Platform
5 86 (47.51%) Agile
6 83 (45.86%) SQL
6 83 (45.86%) Python
7 79 (43.65%) AWS
8 72 (39.78%) Azure
9 57 (31.49%) Tableau
9 57 (31.49%) Machine Learning
10 52 (28.73%) Data Warehouse
11 47 (25.97%) Finance
11 47 (25.97%) Analytical Skills
12 44 (24.31%) CI/CD
13 43 (23.76%) Social Skills
13 43 (23.76%) R
14 42 (23.20%) ETL
15 41 (22.65%) Data Science
16 40 (22.10%) GCP
17 38 (20.99%) Data Engineering
18 37 (20.44%) Google
19 35 (19.34%) Data Governance
19 35 (19.34%) Problem-Solving
20 34 (18.78%) Data Lake
21 33 (18.23%) Continuous Integration
22 32 (17.68%) Data Analysis
23 31 (17.13%) Data Management
23 31 (17.13%) Hadoop

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 21 (11.60%) Apache Spark
2 11 (6.08%) Apache
3 10 (5.52%) Oracle Workflow
4 6 (3.31%) Apache Airflow
4 6 (3.31%) SAS
5 3 (1.66%) IIS
6 2 (1.10%) Confluence
Applications
1 29 (16.02%) Microsoft Excel
2 4 (2.21%) Microsoft Office
3 2 (1.10%) Spreadsheet
3 2 (1.10%) SPSS
4 1 (0.55%) Stata
Business Applications
1 7 (3.87%) SessionCam
1 7 (3.87%) WebTrends
2 3 (1.66%) ResourceLink
3 1 (0.55%) Cognos Business Intelligence
3 1 (0.55%) IBM Planning Analytics
Cloud Services
1 89 (49.17%) Power Platform
2 79 (43.65%) AWS
3 72 (39.78%) Azure
4 40 (22.10%) GCP
5 26 (14.36%) Snowflake
6 19 (10.50%) AWS CloudFormation
7 14 (7.73%) Cloud Computing
7 14 (7.73%) Google Data Studio
8 12 (6.63%) Serverless
9 11 (6.08%) AWS Lambda
10 10 (5.52%) Google Analytics
11 9 (4.97%) Amazon S3
11 9 (4.97%) Amazon SageMaker
11 9 (4.97%) AWS CodePipeline
11 9 (4.97%) AWS Step Functions
11 9 (4.97%) OpenShift
12 8 (4.42%) GitHub
13 7 (3.87%) Google Ads
13 7 (3.87%) Google Tag Manager
14 6 (3.31%) Azure Data Factory
Communications & Networking
1 3 (1.66%) Firewall
1 3 (1.66%) HTTP
2 1 (0.55%) NAS
2 1 (0.55%) SAN
Database & Business Intelligence
1 89 (49.17%) Power BI
2 57 (31.49%) Tableau
3 52 (28.73%) Data Warehouse
4 34 (18.78%) Data Lake
5 31 (17.13%) Hadoop
6 28 (15.47%) SQL Server
7 27 (14.92%) Big Data
8 26 (14.36%) NoSQL
9 23 (12.71%) Relational Database
10 17 (9.39%) SQL Server Integration Services
11 14 (7.73%) Apache Hive
12 13 (7.18%) SQL Server Reporting Services
13 12 (6.63%) Data Mart
13 12 (6.63%) Semantic Layer
14 11 (6.08%) RDBMS
15 10 (5.52%) MySQL
16 9 (4.97%) Amazon Athena
17 7 (3.87%) Qlik Sense
18 6 (3.31%) Elasticsearch
18 6 (3.31%) MongoDB
Development Applications
1 14 (7.73%) JIRA
2 11 (6.08%) Git (software)
3 9 (4.97%) GitLab
3 9 (4.97%) Vagrant
4 1 (0.55%) Android Studio
4 1 (0.55%) Appium
4 1 (0.55%) Bitbucket
4 1 (0.55%) Jenkins
4 1 (0.55%) JMeter
4 1 (0.55%) Postman
4 1 (0.55%) Selenium
4 1 (0.55%) TestRail
General
1 47 (25.97%) Analytical Skills
1 47 (25.97%) Finance
2 43 (23.76%) Social Skills
3 28 (15.47%) Legal
4 26 (14.36%) Retail
5 19 (10.50%) Public Sector
6 16 (8.84%) Banking
6 16 (8.84%) Law
7 15 (8.29%) Inclusion and Diversity
8 12 (6.63%) Marketing
9 11 (6.08%) Automotive
10 10 (5.52%) Fire and Rescue
10 10 (5.52%) Police
11 9 (4.97%) Presentation Skills
12 6 (3.31%) Advertising
13 1 (0.55%) Billing
13 1 (0.55%) Local Government
13 1 (0.55%) Manufacturing
13 1 (0.55%) Publishing
13 1 (0.55%) Retail Banking
Job Titles
1 34 (18.78%) Analyst
2 32 (17.68%) Data Engineer
3 25 (13.81%) Developer
4 21 (11.60%) Data Analyst
5 18 (9.94%) Data Scientist
6 14 (7.73%) Senior Data Scientist
7 13 (7.18%) Senior Developer
8 10 (5.52%) Big Data Engineer
8 10 (5.52%) Consultant
8 10 (5.52%) Graduate
8 10 (5.52%) Node.js Developer
9 9 (4.97%) Associate Engineer
9 9 (4.97%) Business Intelligence Developer
9 9 (4.97%) Graduate Analyst
9 9 (4.97%) Graduate Data Analyst
10 8 (4.42%) Data Consultant
10 8 (4.42%) Product Owner
11 6 (3.31%) Biostatistician
11 6 (3.31%) Business Intelligence Manager
11 6 (3.31%) Change Consultant
Libraries, Frameworks & Software Standards
1 25 (13.81%) React
2 11 (6.08%) Node.js
2 11 (6.08%) Web Services
3 10 (5.52%) CSS
3 10 (5.52%) HTML
4 9 (4.97%) NumPy
4 9 (4.97%) Pandas
4 9 (4.97%) PyTorch
4 9 (4.97%) scikit-learn
4 9 (4.97%) TensorFlow
5 8 (4.42%) AngularJS
6 6 (3.31%) Elastic Stack
6 6 (3.31%) Kafka
7 5 (2.76%) Apache Beam
7 5 (2.76%) Apache NiFi
8 4 (2.21%) .NET
9 3 (1.66%) jQuery
10 2 (1.10%) Velocity
11 1 (0.55%) REST
11 1 (0.55%) XML
Miscellaneous
1 25 (13.81%) Algorithms
2 23 (12.71%) Cloud Native
3 11 (6.08%) User Experience
4 9 (4.97%) Hackathon
5 8 (4.42%) Virtual Team
6 7 (3.87%) NHS
7 2 (1.10%) Management Information System
7 2 (1.10%) Self-Motivation
8 1 (0.55%) 3D Graphics
8 1 (0.55%) Analytical Mindset
8 1 (0.55%) Data Fabric
8 1 (0.55%) FMCG
8 1 (0.55%) Greenfield Project
8 1 (0.55%) Grid Computing
8 1 (0.55%) Legacy Systems
8 1 (0.55%) Reference Data
8 1 (0.55%) Semantic Web
8 1 (0.55%) Smart City
8 1 (0.55%) Video Conferencing
Operating Systems
1 15 (8.29%) Linux
2 14 (7.73%) Windows
3 3 (1.66%) Solaris
3 3 (1.66%) Unix
3 3 (1.66%) VMS
4 2 (1.10%) Android
5 1 (0.55%) Apple iOS
5 1 (0.55%) Red Hat Enterprise Linux
5 1 (0.55%) Windows Server
Processes & Methodologies
1 112 (61.88%) Analytics
2 103 (56.91%) Data Visualisation
3 91 (50.28%) Business Intelligence
4 86 (47.51%) Agile
5 57 (31.49%) Machine Learning
6 44 (24.31%) CI/CD
7 42 (23.20%) ETL
8 41 (22.65%) Data Science
9 38 (20.99%) Data Engineering
10 35 (19.34%) Data Governance
10 35 (19.34%) Problem-Solving
11 33 (18.23%) Continuous Integration
12 32 (17.68%) Data Analysis
13 31 (17.13%) Data Management
14 30 (16.57%) Decision-Making
15 29 (16.02%) Data Pipeline
15 29 (16.02%) Use Case
16 27 (14.92%) Artificial Intelligence
17 26 (14.36%) Data Modelling
18 24 (13.26%) Migration
Programming Languages
1 83 (45.86%) Python
1 83 (45.86%) SQL
2 43 (23.76%) R
3 19 (10.50%) Bash
4 17 (9.39%) Java
5 13 (7.18%) JavaScript
5 13 (7.18%) T-SQL
6 9 (4.97%) Go
6 9 (4.97%) PowerShell
6 9 (4.97%) Shell Script
6 9 (4.97%) VBA
7 3 (1.66%) C
7 3 (1.66%) C#
8 2 (1.10%) C++
9 1 (0.55%) Kotlin
9 1 (0.55%) Lua
9 1 (0.55%) Perl
9 1 (0.55%) TypeScript
Qualifications
1 25 (13.81%) Degree
2 10 (5.52%) Master's Degree
3 7 (3.87%) Security Cleared
4 6 (3.31%) PhD
5 4 (2.21%) SC Cleared
6 2 (1.10%) CTC Cleared
6 2 (1.10%) DV Cleared
7 1 (0.55%) Computer Science Degree
7 1 (0.55%) DBS Check
7 1 (0.55%) Postgraduate
Quality Assurance & Compliance
1 17 (9.39%) Data Quality
2 10 (5.52%) Accessibility
3 8 (4.42%) QA
4 7 (3.87%) GDPR
5 2 (1.10%) SLA
System Software
1 28 (15.47%) Docker
2 1 (0.55%) Firmware
2 1 (0.55%) Hyper-V
2 1 (0.55%) VMware Infrastructure
Systems Management
1 28 (15.47%) Terraform
2 24 (13.26%) Kubernetes
3 10 (5.52%) Ansible
4 6 (3.31%) Grafana
4 6 (3.31%) Prometheus
5 1 (0.55%) Kibana
5 1 (0.55%) logstash
5 1 (0.55%) Opscode Chef
Vendors
1 37 (20.44%) Google
2 27 (14.92%) Databricks
3 25 (13.81%) Oracle
4 23 (12.71%) Microsoft
5 19 (10.50%) Hitachi
6 11 (6.08%) Splunk
7 10 (5.52%) Cloudera
8 8 (4.42%) Adobe
8 8 (4.42%) Tealium
9 7 (3.87%) AppDynamics
9 7 (3.87%) DoubleClick
9 7 (3.87%) Facebook
9 7 (3.87%) Hotjar
9 7 (3.87%) Informatica
9 7 (3.87%) Tealeaf
10 6 (3.31%) Teradata
11 3 (1.66%) Anaplan
11 3 (1.66%) Remedy
12 2 (1.10%) Salesforce.com
12 2 (1.10%) SAP