Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
England > North West
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 234 243 268
Rank change year-on-year +9 +25 +34
Permanent jobs citing Visualisation 150 116 90
As % of all permanent IT jobs advertised in the North West 1.13% 0.93% 0.70%
As % of the Processes & Methodologies category 1.25% 1.03% 0.78%
Number of salaries quoted 111 87 75
North West median annual salary £45,000 £45,000 £52,500
Median salary % change year-on-year - -14.29% +10.53%
10th Percentile £27,500 £31,250 £27,750
90th Percentile £67,500 £60,650 £57,500
England median annual salary £51,375 £55,000 £51,000
% change year-on-year -6.59% +7.84% +2.00%

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 the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11955 11235 11504
As % of all permanent IT jobs advertised in the North West 89.92% 89.78% 89.43%
Number of salaries quoted 9506 9368 9511
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Visualisation
Job Vacancy Trend in the North West

Job postings citing Visualisation as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Visualisation in the North West

Visualisation
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Visualisation in the North West.

Salary trend for Visualisation in the North West

Visualisation
Salary Histogram in the North West

The salary distribution of IT jobs citing Visualisation in the North West over the 6 months to 22 November 2017.

Salary histogram for Visualisation in the North West

Visualisation
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the North West region over the 6 months to 22 November 2017. 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
Manchester -30 87 £45,750 +1.67% 15
Cheshire +13 46 £47,500 +18.75% 5
Merseyside +22 7 £30,000 -58.62% 2
Lancashire +5 5 - -
Cumbria - 1 £41,000 -
Visualisation
England

For the 6 months to 22 November 2017, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for Visualisation.

1 80 (53.33%) Business Intelligence
2 77 (51.33%) SQL
3 65 (43.33%) Data Visualisation
4 55 (36.67%) Analytics
5 54 (36.00%) Tableau
6 53 (35.33%) Data Warehouse
7 49 (32.67%) Finance
8 47 (31.33%) SQL Server
9 44 (29.33%) Python
9 44 (29.33%) Agile Software Development
10 39 (26.00%) Analytical Skills
11 35 (23.33%) SQL Server Reporting Services
12 33 (22.00%) QlikView
12 33 (22.00%) ETL
13 32 (21.33%) Power BI
14 31 (20.67%) Data Analysis
15 28 (18.67%) SQL Server Integration Services
15 28 (18.67%) Degree
16 25 (16.67%) SQL Server Analysis Services
16 25 (16.67%) Microsoft
17 24 (16.00%) JavaScript
17 24 (16.00%) Data Analytics
18 22 (14.67%) Scrum
18 22 (14.67%) Big Data
19 21 (14.00%) HTML
19 21 (14.00%) Java
20 20 (13.33%) MySQL
20 20 (13.33%) HTML5
21 19 (12.67%) Hadoop
21 19 (12.67%) Oracle

Visualisation
Co-occurring IT Skills in the North West 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 19 (12.67%) Apache Spark
2 18 (12.00%) SAS
3 11 (7.33%) Apache Pig
4 9 (6.00%) Elasticsearch
5 4 (2.67%) Apache
6 3 (2.00%) IIS
6 3 (2.00%) JBoss
6 3 (2.00%) Tomcat
7 1 (0.67%) CMS
7 1 (0.67%) Confluence
7 1 (0.67%) WordPress
Applications
1 16 (10.67%) Microsoft Excel
2 9 (6.00%) SPSS
3 1 (0.67%) Adobe After Effects
3 1 (0.67%) Adobe Creative Suite
3 1 (0.67%) Adobe Illustrator
3 1 (0.67%) Adobe Premiere
3 1 (0.67%) InDesign
3 1 (0.67%) Microsoft PowerPoint
3 1 (0.67%) Mingle
3 1 (0.67%) Photoshop
3 1 (0.67%) Spreadsheet
3 1 (0.67%) Weka
Business Applications
1 2 (1.33%) SAP Business One
2 1 (0.67%) Dynamics NAV
Cloud Services
1 14 (9.33%) Microsoft Azure
2 7 (4.67%) Amazon AWS
3 3 (2.00%) Google Analytics
4 1 (0.67%) Azure Data Factory
4 1 (0.67%) Trello
Communications & Networking
1 5 (3.33%) HTTP
2 1 (0.67%) WebEx
Database & Business Intelligence
1 53 (35.33%) Data Warehouse
2 47 (31.33%) SQL Server
3 35 (23.33%) SQL Server Reporting Services
4 33 (22.00%) QlikView
5 32 (21.33%) Power BI
6 28 (18.67%) SQL Server Integration Services
7 25 (16.67%) SQL Server Analysis Services
8 22 (14.67%) Big Data
9 20 (13.33%) MySQL
10 19 (12.67%) Hadoop
11 17 (11.33%) Relational Database
12 15 (10.00%) Qlik Sense
13 14 (9.33%) Apache Hive
14 12 (8.00%) MongoDB
15 9 (6.00%) RDBMS
16 7 (4.67%) Data Mining
16 7 (4.67%) SQL Server 2008
16 7 (4.67%) SQL Server 2016
17 5 (3.33%) SAS Visual Analytics
17 5 (3.33%) VLDB
Development Applications
1 3 (2.00%) Git (software)
1 3 (2.00%) SQL Server Management Studio (SSMS)
1 3 (2.00%) Talend Open Studio
2 2 (1.33%) Subversion
2 2 (1.33%) Team Foundation Server
3 1 (0.67%) git-flow
3 1 (0.67%) JIRA
General
1 49 (32.67%) Finance
2 12 (8.00%) Banking
3 9 (6.00%) Marketing
4 7 (4.67%) Games
4 7 (4.67%) Retail
5 4 (2.67%) Law
5 4 (2.67%) Military
6 2 (1.33%) Corporate Banking
6 2 (1.33%) Investment Banking
6 2 (1.33%) Retail Banking
7 1 (0.67%) Advertising
7 1 (0.67%) Automotive
7 1 (0.67%) Electronics
7 1 (0.67%) Local Government
7 1 (0.67%) Manufacturing
Job Titles
1 41 (27.33%) Analyst
2 40 (26.67%) Developer
3 23 (15.33%) Business Intelligence Developer
4 18 (12.00%) Data Analyst
5 16 (10.67%) Software Engineer
6 9 (6.00%) Data Scientist
7 8 (5.33%) Architect
8 7 (4.67%) Business Intelligence Analyst
8 7 (4.67%) Data Engineer
8 7 (4.67%) Head of Business Intelligence
8 7 (4.67%) Lead Software Engineer
8 7 (4.67%) SQL Developer
9 6 (4.00%) Business Intelligence Manager
9 6 (4.00%) Business Manager
9 6 (4.00%) Report Developer
9 6 (4.00%) SQL Analyst
10 5 (3.33%) .NET Architect
10 5 (3.33%) .NET Technical Architect
10 5 (3.33%) C# Architect
10 5 (3.33%) Insight Analyst
Libraries, Frameworks & Software Standards
1 21 (14.00%) HTML
2 20 (13.33%) HTML5
3 15 (10.00%) CSS
3 15 (10.00%) CSS3
3 15 (10.00%) jQuery
4 12 (8.00%) LAMP
4 12 (8.00%) Middleware
5 11 (7.33%) .NET
6 10 (6.67%) AngularJS
6 10 (6.67%) ASP.NET
6 10 (6.67%) ASP.NET MVC
6 10 (6.67%) Node.js
7 9 (6.00%) Apache Camel
7 9 (6.00%) Hibernate
7 9 (6.00%) Java EE
7 9 (6.00%) Spring
8 5 (3.33%) .NET Framework
8 5 (3.33%) Entity Framework
8 5 (3.33%) REST
8 5 (3.33%) WPF
Miscellaneous
1 39 (26.00%) Analytical Skills
2 18 (12.00%) User Experience
3 12 (8.00%) Computer Science
4 9 (6.00%) PKI
5 8 (5.33%) Algorithms
6 7 (4.67%) Mobile App
7 6 (4.00%) Greenfield Project
8 5 (3.33%) Life Science
9 3 (2.00%) Credit Risk
9 3 (2.00%) Data Structures
9 3 (2.00%) Social Media
10 2 (1.33%) Fintech
10 2 (1.33%) Replication
10 2 (1.33%) Robotics
11 1 (0.67%) Acoustics
11 1 (0.67%) CPLD
11 1 (0.67%) Field-Programmable Gate Array
11 1 (0.67%) Linux Command Line
11 1 (0.67%) PMI
11 1 (0.67%) VHDL
Operating Systems
1 18 (12.00%) Linux
2 6 (4.00%) Windows
3 3 (2.00%) AIX
Processes & Methodologies
1 80 (53.33%) Business Intelligence
2 65 (43.33%) Data Visualisation
3 55 (36.67%) Analytics
4 44 (29.33%) Agile Software Development
5 33 (22.00%) ETL
6 31 (20.67%) Data Analysis
7 24 (16.00%) Data Analytics
8 22 (14.67%) Scrum
9 18 (12.00%) Software Engineering
10 17 (11.33%) Kimball Methodology
10 17 (11.33%) Machine Learning
11 16 (10.67%) DevOps
12 15 (10.00%) SDLC
13 14 (9.33%) Mathematics
14 13 (8.67%) TDD
15 12 (8.00%) Time Management
16 11 (7.33%) Actionable Insight
16 11 (7.33%) Dashboard Development
16 11 (7.33%) Predictive Analytics
16 11 (7.33%) Statistics
Programming Languages
1 77 (51.33%) SQL
2 44 (29.33%) Python
3 24 (16.00%) JavaScript
4 21 (14.00%) Java
5 16 (10.67%) C
6 15 (10.00%) C#
6 15 (10.00%) Perl
7 14 (9.33%) Ruby
8 13 (8.67%) T-SQL
9 11 (7.33%) C++
9 11 (7.33%) R
10 7 (4.67%) MATLAB
11 4 (2.67%) Scala
12 3 (2.00%) Bash Shell
12 3 (2.00%) PowerShell
12 3 (2.00%) Shell Script
13 2 (1.33%) PL/SQL
13 2 (1.33%) VBA
13 2 (1.33%) VBScript
14 1 (0.67%) Data Analysis Expressions (DAX)
Qualifications
1 28 (18.67%) Degree
2 14 (9.33%) Numerate Degree
3 11 (7.33%) Security Cleared
4 10 (6.67%) PhD
5 9 (6.00%) DV Cleared
6 2 (1.33%) SC Cleared
7 1 (0.67%) Master's Degree
7 1 (0.67%) PMI Certification
Quality Assurance & Compliance
1 4 (2.67%) QA
2 2 (1.33%) Data Quality
3 1 (0.67%) Actionable Recommendations
3 1 (0.67%) GDPR
System Software
1 9 (6.00%) Hyper-V
1 9 (6.00%) VMware Infrastructure
2 1 (0.67%) Docker
2 1 (0.67%) Firmware
Systems Management
1 3 (2.00%) BladeLogic
1 3 (2.00%) CA Wily
2 1 (0.67%) EMC NetWorker
Vendors
1 54 (36.00%) Tableau
2 25 (16.67%) Microsoft
3 19 (12.67%) Oracle
4 9 (6.00%) VMware
5 7 (4.67%) Cognos
6 4 (2.67%) Google
6 4 (2.67%) MicroStrategy
6 4 (2.67%) SAP
7 3 (2.00%) AppDynamics
7 3 (2.00%) Informatica
7 3 (2.00%) Splunk
7 3 (2.00%) Talend
8 2 (1.33%) Ab Initio
8 2 (1.33%) Alteryx
8 2 (1.33%) Capita
8 2 (1.33%) Datameer
8 2 (1.33%) Lavastorm
8 2 (1.33%) Salesforce.com
9 1 (0.67%) Adobe
9 1 (0.67%) EMC