Period
to 21 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Visualization
England > East Midlands
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 154 136 201
Rank change year-on-year -18 +65 +6
Permanent jobs citing Visualisation 72 91 56
As % of all permanent IT jobs advertised in the East Midlands 1.48% 1.71% 0.87%
As % of the Processes & Methodologies category 1.61% 1.90% 0.96%
Number of salaries quoted 64 80 50
East Midlands median annual salary £50,000 £40,000 £35,000
Median salary % change year-on-year +25.00% +14.29% -17.65%
10th Percentile £32,750 £27,500 £30,000
90th Percentile £90,000 £60,000 £45,000
England median annual salary £51,000 £52,500 £55,000
% change year-on-year -2.86% -4.55% +10.00%

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 East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Permanent vacancies with a requirement for process or methodology skills 4,474 4,789 5,812
As % of all permanent IT jobs advertised in the East Midlands 91.72% 90.15% 90.16%
Number of salaries quoted 3,672 3,886 4,638
East Midlands median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% -
10th Percentile £26,250 £25,250 £24,000
90th Percentile £66,250 £63,125 £60,000
England median annual salary £50,000 £50,000 £50,000

Visualisation
Job Vacancy Trend in the East Midlands

Job postings citing Visualisation as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Visualisation in the East Midlands

Visualisation
Salary Trend in the East Midlands

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

Salary trend for Visualisation in the East Midlands

Visualisation
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Visualisation in the East Midlands over the 6 months to 21 August 2018.

Salary histogram for Visualisation in the East Midlands

Visualisation
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the East Midlands region over the 6 months to 21 August 2018. 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
Nottinghamshire +43 29 £50,000 +8.11% 5
Northamptonshire +7 28 £90,000 +200.00%
Leicestershire -32 9 £42,000 +5.00% 2
Derbyshire -33 4 £46,000 +8.24% 2
Lincolnshire +1 1 £28,000 -53.33%
Visualisation
England

For the 6 months to 21 August 2018, 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 East Midlands region with a requirement for Visualisation.

1 61 (84.72%) Business Intelligence
2 45 (62.50%) Data Warehouse
3 44 (61.11%) SQL
4 41 (56.94%) Big Data
5 28 (38.89%) Tableau
6 27 (37.50%) Power BI
7 25 (34.72%) SQL Server Integration Services
8 24 (33.33%) SQL Server Analysis Services
8 24 (33.33%) SQL Server Reporting Services
8 24 (33.33%) SQL Server
9 23 (31.94%) Data Visualisation
10 20 (27.78%) Metadata Management
11 19 (26.39%) Enterprise Architecture
12 18 (25.00%) IT Strategy
13 17 (23.61%) Master Data Management
13 17 (23.61%) Zachman Framework
13 17 (23.61%) TOGAF
14 16 (22.22%) ETL
14 16 (22.22%) Agile Software Development
15 15 (20.83%) Analytics
15 15 (20.83%) Apache Spark
15 15 (20.83%) Microsoft Excel
16 14 (19.44%) Hadoop
17 12 (16.67%) Microsoft Azure
17 12 (16.67%) Analytical Skills
17 12 (16.67%) Retail
18 11 (15.28%) Scrum
18 11 (15.28%) Data Modelling
18 11 (15.28%) C#
19 10 (13.89%) .NET

Visualisation
Co-occurring IT Skills in the East Midlands 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 (20.83%) Apache Spark
2 5 (6.94%) SAS
3 3 (4.17%) SharePoint
Applications
1 15 (20.83%) Microsoft Excel
2 4 (5.56%) Microsoft PowerPoint
3 1 (1.39%) Microsoft Office
3 1 (1.39%) SPSS
Business Applications
1 2 (2.78%) Dynamics AX
2 1 (1.39%) NetSuite
Cloud Services
1 12 (16.67%) Microsoft Azure
2 7 (9.72%) Cloud Computing
3 3 (4.17%) Amazon AWS
4 2 (2.78%) Office 365
5 1 (1.39%) Adobe Analytics
5 1 (1.39%) AdWords
5 1 (1.39%) GitHub
5 1 (1.39%) Google Analytics
5 1 (1.39%) SaaS
Communications & Networking
1 1 (1.39%) Bluetooth
1 1 (1.39%) Kerberos
Database & Business Intelligence
1 45 (62.50%) Data Warehouse
2 41 (56.94%) Big Data
3 27 (37.50%) Power BI
4 25 (34.72%) SQL Server Integration Services
5 24 (33.33%) SQL Server
5 24 (33.33%) SQL Server Analysis Services
5 24 (33.33%) SQL Server Reporting Services
6 14 (19.44%) Hadoop
7 10 (13.89%) Data Lake
7 10 (13.89%) Looker
8 9 (12.50%) Azure SQL Data Warehouse
9 8 (11.11%) Relational Database
10 7 (9.72%) QlikView
11 6 (8.33%) NoSQL
12 5 (6.94%) PostgreSQL
13 4 (5.56%) SQL Server 2012
14 3 (4.17%) Apache Hive
14 3 (4.17%) Microsoft Analysis Services
14 3 (4.17%) OLAP
14 3 (4.17%) OLAP Cube
Development Applications
1 4 (5.56%) JIRA
1 4 (5.56%) Team Foundation Server
1 4 (5.56%) Visual Studio
General
1 12 (16.67%) Retail
2 4 (5.56%) Finance
3 3 (4.17%) French Language
3 3 (4.17%) German Language
3 3 (4.17%) Marketing
4 2 (2.78%) Manufacturing
Job Titles
1 21 (29.17%) Architect
2 20 (27.78%) Data Architect
3 18 (25.00%) Big Data Architect
4 17 (23.61%) Developer
4 17 (23.61%) Enterprise Architect
5 16 (22.22%) Enterprise Data Architect
6 14 (19.44%) Analyst
7 12 (16.67%) Data Engineer
8 11 (15.28%) Business Intelligence Developer
9 6 (8.33%) Big Data Engineer
10 5 (6.94%) Business Developer
10 5 (6.94%) Business Intelligence Manager
11 4 (5.56%) Data Analyst
11 4 (5.56%) Senior Data Engineer
12 3 (4.17%) Business Analyst
12 3 (4.17%) Business Intelligence Analyst
12 3 (4.17%) Development Engineer
12 3 (4.17%) Hadoop Engineer
12 3 (4.17%) Report Analyst
12 3 (4.17%) SQL Developer
Libraries, Frameworks & Software Standards
1 10 (13.89%) .NET
2 7 (9.72%) MDX
3 3 (4.17%) Web Services
4 2 (2.78%) Kafka
5 1 (1.39%) AngularJS
5 1 (1.39%) ASP.NET
5 1 (1.39%) ASP.NET MVC
5 1 (1.39%) jQuery
5 1 (1.39%) Node.js
5 1 (1.39%) Razor View Engine
5 1 (1.39%) Spark Streaming
5 1 (1.39%) XML
Miscellaneous
1 12 (16.67%) Analytical Skills
2 5 (6.94%) Data Structures
3 4 (5.56%) Computer Science
4 2 (2.78%) Algorithms
4 2 (2.78%) FMCG
4 2 (2.78%) Greenfield Project
5 1 (1.39%) Bitcoin
5 1 (1.39%) Digital Currency
5 1 (1.39%) EPoS
5 1 (1.39%) Fintech
5 1 (1.39%) Foreign Exchange (FX)
5 1 (1.39%) Self-Motivation
5 1 (1.39%) Tandem
Operating Systems
1 2 (2.78%) Linux
2 1 (1.39%) Android
2 1 (1.39%) Apple iOS
2 1 (1.39%) Debian
2 1 (1.39%) Unix
Processes & Methodologies
1 61 (84.72%) Business Intelligence
2 23 (31.94%) Data Visualisation
3 20 (27.78%) Metadata Management
4 19 (26.39%) Enterprise Architecture
5 18 (25.00%) IT Strategy
6 17 (23.61%) Master Data Management
6 17 (23.61%) TOGAF
6 17 (23.61%) Zachman Framework
7 16 (22.22%) Agile Software Development
7 16 (22.22%) ETL
8 15 (20.83%) Analytics
9 11 (15.28%) Data Modelling
9 11 (15.28%) Scrum
10 10 (13.89%) Business Analysis
11 8 (11.11%) Data Engineering
11 8 (11.11%) TDD
12 7 (9.72%) Dashboard Development
12 7 (9.72%) Machine Learning
13 6 (8.33%) Data Analytics
13 6 (8.33%) Decision-Making
Programming Languages
1 44 (61.11%) SQL
2 11 (15.28%) C#
3 9 (12.50%) Java
3 9 (12.50%) PowerShell
3 9 (12.50%) Python
3 9 (12.50%) Scala
4 7 (9.72%) T-SQL
5 6 (8.33%) MATLAB
5 6 (8.33%) R
6 5 (6.94%) Data Analysis Expressions (DAX)
7 2 (2.78%) C
7 2 (2.78%) JavaScript
8 1 (1.39%) Perl
8 1 (1.39%) TypeScript
8 1 (1.39%) VB
8 1 (1.39%) VBA
Qualifications
1 2 (2.78%) Degree
2 1 (1.39%) Microsoft Certification
2 1 (1.39%) Numerate Degree
Quality Assurance & Compliance
1 10 (13.89%) GDPR
2 8 (11.11%) Data Quality
3 2 (2.78%) QA
4 1 (1.39%) DICOM
4 1 (1.39%) HL7
System Software
1 1 (1.39%) Apache Flume
1 1 (1.39%) Apache ZooKeeper
1 1 (1.39%) Firmware
Systems Management
1 2 (2.78%) Oozie
2 1 (1.39%) Hadoop YARN
2 1 (1.39%) Systems Management Server (SMS)
Vendors
1 28 (38.89%) Tableau
2 9 (12.50%) Microsoft
2 9 (12.50%) Oracle
3 6 (8.33%) Cloudera
4 4 (5.56%) Informatica
4 4 (5.56%) SAP
5 2 (2.78%) Cognos
6 1 (1.39%) Adobe
6 1 (1.39%) Alteryx
6 1 (1.39%) Atmel
6 1 (1.39%) DoubleClick
6 1 (1.39%) Google
6 1 (1.39%) JD Edwards