Period
to 19 November 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 19 November 2018 with a comparison to the same period in the previous 2 years.

Visualization
England > East Midlands
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 137 162 233
Rank change year-on-year +25 +71 -9
Permanent jobs citing Visualisation 85 64 28
As % of all permanent IT jobs advertised in the East Midlands 1.83% 1.25% 0.43%
As % of the Processes & Methodologies category 1.99% 1.38% 0.47%
Number of salaries quoted 78 65 24
East Midlands median annual salary £43,750 £40,000 £39,250
Median salary % change year-on-year +9.38% +1.91% -10.29%
10th Percentile £29,075 £27,500 £30,000
90th Percentile £88,250 £59,500 £51,375
England median annual salary £52,500 £50,500 £55,000
% change year-on-year +3.96% -8.18% +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 4,275 4,639 5,933
As % of all permanent IT jobs advertised in the East Midlands 92.01% 90.29% 90.75%
Number of salaries quoted 3,305 3,835 4,695
East Midlands median annual salary £42,500 £40,000 £41,500
Median salary % change year-on-year +6.25% -3.61% +3.75%
10th Percentile £26,250 £25,000 £25,500
90th Percentile £67,500 £62,500 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 19 November 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 19 November 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 +45 32 £50,000 +8.11% 4
Leicestershire -21 24 £42,500 +6.25% 9
Northamptonshire 0 22 £57,500 +116.98% 6
Derbyshire -2 7 £27,500 -35.29% 3
Visualisation
England

For the 6 months to 19 November 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 72 (84.71%) Business Intelligence
2 61 (71.76%) SQL
3 45 (52.94%) Data Warehouse
4 41 (48.24%) Power BI
5 37 (43.53%) Big Data
5 37 (43.53%) SQL Server Reporting Services
6 34 (40.00%) SQL Server Integration Services
6 34 (40.00%) Tableau
7 33 (38.82%) Analytics
7 33 (38.82%) SQL Server
8 30 (35.29%) ETL
9 28 (32.94%) Data Visualisation
10 26 (30.59%) Microsoft
10 26 (30.59%) SQL Server Analysis Services
11 22 (25.88%) Analytical Skills
12 21 (24.71%) IT Strategy
12 21 (24.71%) Relational Database
13 20 (23.53%) Apache Spark
14 17 (20.00%) Hadoop
15 16 (18.82%) Python
15 16 (18.82%) Business Analysis
15 16 (18.82%) Agile Software Development
16 15 (17.65%) Dimensional Modelling
16 15 (17.65%) MDX
16 15 (17.65%) Data Modelling
16 15 (17.65%) Microsoft Azure
16 15 (17.65%) Master Data Management
16 15 (17.65%) Metadata Management
16 15 (17.65%) Scorecard
17 14 (16.47%) Dashboard Development

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 20 (23.53%) Apache Spark
2 10 (11.76%) SharePoint
3 4 (4.71%) SAS
4 1 (1.18%) Elasticsearch
Applications
1 14 (16.47%) Microsoft Excel
2 4 (4.71%) Microsoft PowerPoint
3 1 (1.18%) InVision
3 1 (1.18%) UserZoom
Business Applications
1 13 (15.29%) Dynamics AX
2 4 (4.71%) Movex
2 4 (4.71%) NetSuite
3 1 (1.18%) Cognos Business Intelligence
Cloud Services
1 15 (17.65%) Microsoft Azure
2 5 (5.88%) Amazon AWS
2 5 (5.88%) Cloud Computing
2 5 (5.88%) Google Analytics
3 4 (4.71%) Azure Data Factory
4 2 (2.35%) Office 365
5 1 (1.18%) Adobe Analytics
5 1 (1.18%) AdWords
5 1 (1.18%) SaaS
Communications & Networking
1 2 (2.35%) Kerberos
Database & Business Intelligence
1 45 (52.94%) Data Warehouse
2 41 (48.24%) Power BI
3 37 (43.53%) Big Data
3 37 (43.53%) SQL Server Reporting Services
4 34 (40.00%) SQL Server Integration Services
5 33 (38.82%) SQL Server
6 26 (30.59%) SQL Server Analysis Services
7 21 (24.71%) Relational Database
8 17 (20.00%) Hadoop
9 11 (12.94%) NoSQL
9 11 (12.94%) OLAP
9 11 (12.94%) OLAP Cube
10 9 (10.59%) Looker
11 8 (9.41%) Azure SQL Data Warehouse
11 8 (9.41%) QlikView
12 7 (8.24%) Data Lake
13 4 (4.71%) BusinessObjects
13 4 (4.71%) BusinessObjects Business Intelligence
13 4 (4.71%) Microsoft Analysis Services
13 4 (4.71%) SAP HANA
Development Applications
1 4 (4.71%) JIRA
1 4 (4.71%) Team Foundation Server
1 4 (4.71%) Visual Studio
2 1 (1.18%) Axure RP
2 1 (1.18%) Git (software)
General
1 11 (12.94%) Retail
2 9 (10.59%) Manufacturing
3 8 (9.41%) Marketing
4 5 (5.88%) Finance
5 4 (4.71%) French Language
5 4 (4.71%) German Language
6 1 (1.18%) Local Government
Job Titles
1 27 (31.76%) Developer
2 23 (27.06%) Business Intelligence Developer
3 21 (24.71%) Analyst
4 15 (17.65%) Architect
5 14 (16.47%) Data Architect
6 12 (14.12%) Data Engineer
7 11 (12.94%) Business Developer
8 10 (11.76%) Big Data Architect
9 9 (10.59%) Enterprise Architect
9 9 (10.59%) SSRS Developer
10 8 (9.41%) Big Data Engineer
10 8 (9.41%) Data Analyst
10 8 (9.41%) Enterprise Data Architect
11 7 (8.24%) Business Intelligence Analyst
11 7 (8.24%) SQL BI Developer
11 7 (8.24%) SQL Developer
12 6 (7.06%) SSIS Developer
13 5 (5.88%) Business Intelligence Manager
13 5 (5.88%) ETL Developer
13 5 (5.88%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 15 (17.65%) MDX
2 7 (8.24%) .NET
2 7 (8.24%) Kafka
3 2 (2.35%) Spark Streaming
3 2 (2.35%) Web Services
3 2 (2.35%) XML
4 1 (1.18%) Elastic Stack
4 1 (1.18%) HTML
4 1 (1.18%) HTML5 Canvas
4 1 (1.18%) NumPy
4 1 (1.18%) Pandas
4 1 (1.18%) RESTful
Miscellaneous
1 22 (25.88%) Analytical Skills
2 7 (8.24%) Data Structures
3 3 (3.53%) Computer Science
4 2 (2.35%) Data Centre
4 2 (2.35%) User Experience
5 1 (1.18%) Algorithms
5 1 (1.18%) Fintech
5 1 (1.18%) Self-Motivation
5 1 (1.18%) Tandem
Operating Systems
1 1 (1.18%) Android
1 1 (1.18%) Apple iOS
1 1 (1.18%) Linux
Processes & Methodologies
1 72 (84.71%) Business Intelligence
2 33 (38.82%) Analytics
3 30 (35.29%) ETL
4 28 (32.94%) Data Visualisation
5 21 (24.71%) IT Strategy
6 16 (18.82%) Agile Software Development
6 16 (18.82%) Business Analysis
7 15 (17.65%) Data Modelling
7 15 (17.65%) Dimensional Modelling
7 15 (17.65%) Master Data Management
7 15 (17.65%) Metadata Management
7 15 (17.65%) Scorecard
8 14 (16.47%) Dashboard Development
8 14 (16.47%) ERP
9 10 (11.76%) Enterprise Architecture
9 10 (11.76%) Kimball Methodology
10 9 (10.59%) Data Analytics
10 9 (10.59%) Machine Learning
10 9 (10.59%) TDD
10 9 (10.59%) Zachman Framework
Programming Languages
1 61 (71.76%) SQL
2 16 (18.82%) Python
3 12 (14.12%) Scala
4 11 (12.94%) Java
4 11 (12.94%) R
5 8 (9.41%) C#
5 8 (9.41%) MATLAB
6 7 (8.24%) T-SQL
7 6 (7.06%) PowerShell
8 4 (4.71%) Data Analysis Expressions (DAX)
9 2 (2.35%) C++
9 2 (2.35%) JavaScript
10 1 (1.18%) C
10 1 (1.18%) Ruby
10 1 (1.18%) VB
Qualifications
1 4 (4.71%) Microsoft Certification
2 1 (1.18%) Degree
2 1 (1.18%) Numerate Degree
Quality Assurance & Compliance
1 14 (16.47%) Data Quality
2 8 (9.41%) GDPR
3 2 (2.35%) QA
System Software
1 3 (3.53%) Apache Flume
2 2 (2.35%) Apache ZooKeeper
Systems Management
1 3 (3.53%) Oozie
2 2 (2.35%) Hadoop YARN
3 1 (1.18%) Control-M
3 1 (1.18%) Kibana
3 1 (1.18%) logstash
Vendors
1 34 (40.00%) Tableau
2 26 (30.59%) Microsoft
3 10 (11.76%) Cognos
3 10 (11.76%) Oracle
4 8 (9.41%) Cloudera
4 8 (9.41%) JD Edwards
5 6 (7.06%) SAP
6 5 (5.88%) Google
6 5 (5.88%) Informatica
7 4 (4.71%) Alteryx
7 4 (4.71%) Hortonworks
7 4 (4.71%) Infor
8 2 (2.35%) Birst
8 2 (2.35%) Hitwise
9 1 (1.18%) Adobe
9 1 (1.18%) DoubleClick
9 1 (1.18%) IBM
9 1 (1.18%) Teradata