Period
to 21 November 2018

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

Visualization
East Midlands > Nottinghamshire
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 93 135 151
Rank change year-on-year +42 +16 -12
Permanent jobs citing Visualisation 32 12 3
As % of all permanent IT jobs advertised in Nottinghamshire 2.06% 0.58% 0.13%
As % of the Processes & Methodologies category 2.20% 0.64% 0.14%
Number of salaries quoted 28 12 3
Nottinghamshire median annual salary £50,000 £41,250 £36,000
Median salary % change year-on-year +21.21% +14.58% -48.57%
10th Percentile £30,800 £28,500 £32,600
90th Percentile £73,750 £70,875 £39,000
East Midlands median annual salary £43,750 £35,000 £41,750
% change year-on-year +25.00% -16.17% -7.22%

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 Nottinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottinghamshire
Permanent vacancies with a requirement for process or methodology skills 1,452 1,882 2,100
As % of all permanent IT jobs advertised in Nottinghamshire 93.62% 91.40% 90.32%
Number of salaries quoted 1,155 1,643 1,726
Nottinghamshire median annual salary £43,500 £44,250 £42,500
Median salary % change year-on-year -1.69% +4.12% +7.59%
10th Percentile £26,250 £27,500 £26,250
90th Percentile £70,000 £68,750 £67,500
East Midlands median annual salary £42,500 £40,000 £41,500
% change year-on-year +6.25% -3.61% +3.75%

Visualisation
Job Vacancy Trend in Nottinghamshire

Job postings citing Visualisation as a percentage of all IT jobs advertised in Nottinghamshire.

Job vacancy trend for Visualisation in Nottinghamshire

Visualisation
Salary Trend in Nottinghamshire

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

Salary trend for Visualisation in Nottinghamshire

Visualisation
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing Visualisation in Nottinghamshire over the 6 months to 21 November 2018.

Salary histogram for Visualisation in Nottinghamshire

Visualisation
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Nottinghamshire region over the 6 months to 21 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
Nottingham +48 24 £50,000 +21.21% 4
Mansfield - 8 £46,250 -
Visualisation
East Midlands

For the 6 months to 21 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 Nottinghamshire region with a requirement for Visualisation.

1 27 (84.38%) SQL
2 24 (75.00%) Tableau
3 23 (71.88%) Business Intelligence
4 21 (65.63%) Power BI
5 19 (59.38%) Big Data
6 16 (50.00%) Data Visualisation
6 16 (50.00%) Apache Spark
7 15 (46.88%) SQL Server
8 14 (43.75%) Microsoft Azure
9 13 (40.63%) SQL Server Reporting Services
9 13 (40.63%) SQL Server Integration Services
9 13 (40.63%) Data Warehouse
9 13 (40.63%) Data Modelling
10 12 (37.50%) Analytics
11 11 (34.38%) Microsoft Excel
12 10 (31.25%) Retail
13 9 (28.13%) SQL Server Analysis Services
13 9 (28.13%) Oracle
13 9 (28.13%) Python
13 9 (28.13%) ETL
13 9 (28.13%) Looker
14 8 (25.00%) Azure SQL Data Warehouse
14 8 (25.00%) Data Analytics
14 8 (25.00%) NoSQL
14 8 (25.00%) R
14 8 (25.00%) Machine Learning
14 8 (25.00%) Cloudera
14 8 (25.00%) Microsoft
14 8 (25.00%) Java
14 8 (25.00%) MATLAB

Visualisation
Co-occurring IT Skills in Nottinghamshire 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 16 (50.00%) Apache Spark
Applications
1 11 (34.38%) Microsoft Excel
2 4 (12.50%) Microsoft PowerPoint
Cloud Services
1 14 (43.75%) Microsoft Azure
2 5 (15.63%) Cloud Computing
3 4 (12.50%) Azure Data Factory
4 2 (6.25%) Office 365
5 1 (3.13%) Adobe Analytics
5 1 (3.13%) AdWords
5 1 (3.13%) Google Analytics
5 1 (3.13%) SaaS
Database & Business Intelligence
1 21 (65.63%) Power BI
2 19 (59.38%) Big Data
3 15 (46.88%) SQL Server
4 13 (40.63%) Data Warehouse
4 13 (40.63%) SQL Server Integration Services
4 13 (40.63%) SQL Server Reporting Services
5 9 (28.13%) Looker
5 9 (28.13%) SQL Server Analysis Services
6 8 (25.00%) Azure SQL Data Warehouse
6 8 (25.00%) Hadoop
6 8 (25.00%) NoSQL
7 6 (18.75%) Data Lake
8 3 (9.38%) QlikView
9 1 (3.13%) Cloudera CDH
9 1 (3.13%) Enterprise Data Warehouse
9 1 (3.13%) Oracle Database
9 1 (3.13%) Sqoop
Development Applications
1 4 (12.50%) JIRA
General
1 10 (31.25%) Retail
2 4 (12.50%) French Language
2 4 (12.50%) German Language
3 1 (3.13%) Marketing
Job Titles
1 12 (37.50%) Data Engineer
2 8 (25.00%) Analyst
2 8 (25.00%) Big Data Engineer
3 4 (12.50%) Architect
3 4 (12.50%) Data Architect
3 4 (12.50%) Development Engineer
3 4 (12.50%) Hadoop Engineer
3 4 (12.50%) Senior Data Engineer
4 3 (9.38%) Business Analyst
4 3 (9.38%) Data Analyst
4 3 (9.38%) Developer
5 2 (6.25%) Business Intelligence Developer
5 2 (6.25%) Junior
5 2 (6.25%) Report Analyst
5 2 (6.25%) SQL Analyst
5 2 (6.25%) SQL Reporting Analyst
6 1 (3.13%) Azure Engineer
6 1 (3.13%) ETL Analyst
6 1 (3.13%) Excel Analyst
6 1 (3.13%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 6 (18.75%) .NET
2 4 (12.50%) Kafka
3 1 (3.13%) XML
Miscellaneous
1 7 (21.88%) Analytical Skills
1 7 (21.88%) Data Structures
2 1 (3.13%) Algorithms
2 1 (3.13%) Computer Science
2 1 (3.13%) Self-Motivation
2 1 (3.13%) Tandem
Operating Systems
1 1 (3.13%) Linux
Processes & Methodologies
1 23 (71.88%) Business Intelligence
2 16 (50.00%) Data Visualisation
3 13 (40.63%) Data Modelling
4 12 (37.50%) Analytics
5 9 (28.13%) ETL
6 8 (25.00%) Data Analytics
6 8 (25.00%) Machine Learning
7 7 (21.88%) Big Data Analytics
7 7 (21.88%) Business Analysis
7 7 (21.88%) Computational Intelligence
7 7 (21.88%) Data Development
7 7 (21.88%) Deep Learning
7 7 (21.88%) Logistics
7 7 (21.88%) MapReduce
7 7 (21.88%) TDD
7 7 (21.88%) Telematics
8 5 (15.63%) Agile Software Development
8 5 (15.63%) Data Management
8 5 (15.63%) Dimensional Modelling
8 5 (15.63%) Master Data Management
Programming Languages
1 27 (84.38%) SQL
2 9 (28.13%) Python
3 8 (25.00%) Java
3 8 (25.00%) MATLAB
3 8 (25.00%) R
3 8 (25.00%) Scala
4 7 (21.88%) C#
5 6 (18.75%) PowerShell
6 1 (3.13%) C
6 1 (3.13%) VB
Qualifications
1 1 (3.13%) Degree
1 1 (3.13%) Numerate Degree
Quality Assurance & Compliance
1 7 (21.88%) Data Quality
2 4 (12.50%) GDPR
3 2 (6.25%) QA
Systems Management
1 1 (3.13%) Oozie
Vendors
1 24 (75.00%) Tableau
2 9 (28.13%) Oracle
3 8 (25.00%) Cloudera
3 8 (25.00%) Microsoft
4 4 (12.50%) Alteryx
4 4 (12.50%) Hortonworks
4 4 (12.50%) Informatica
5 1 (3.13%) Adobe
5 1 (3.13%) DoubleClick
5 1 (3.13%) Google