Period
to 24 September 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 24 September 2018 with a comparison to the same period in the previous 2 years.

Visualization
East Midlands > Nottinghamshire
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 89 129 140
Rank change year-on-year +40 +11 +4
Permanent jobs citing Visualisation 32 9 4
As % of all permanent IT jobs advertised in Nottinghamshire 2.06% 0.46% 0.18%
As % of the Processes & Methodologies category 2.20% 0.52% 0.20%
Number of salaries quoted 28 7 4
Nottinghamshire median annual salary £50,000 £50,000 £35,500
Median salary % change year-on-year - +40.85% -49.29%
10th Percentile £29,750 £39,000 £31,450
90th Percentile £73,750 £72,500 £39,000
East Midlands median annual salary £53,500 £40,000 £35,000
% change year-on-year +33.75% +14.29% -17.65%

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 1,454 1,742 2,034
As % of all permanent IT jobs advertised in Nottinghamshire 93.44% 89.79% 90.32%
Number of salaries quoted 1,177 1,499 1,661
Nottinghamshire median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +6.25%
10th Percentile £26,250 £27,500 £25,500
90th Percentile £70,000 £70,000 £64,750
East Midlands median annual salary £42,500 £40,500 £40,000
% change year-on-year +4.94% +1.25% -

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 24 September 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 24 September 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 +49 26 £50,000 -4.76% 5
Mansfield - 6 £45,000 - 5
Visualisation
East Midlands

For the 6 months to 24 September 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 26 (81.25%) SQL
2 24 (75.00%) Tableau
3 21 (65.63%) Power BI
3 21 (65.63%) Business Intelligence
4 19 (59.38%) Big Data
5 17 (53.13%) Apache Spark
6 16 (50.00%) Data Visualisation
7 13 (40.63%) Microsoft Azure
7 13 (40.63%) SQL Server
8 12 (37.50%) Data Warehouse
8 12 (37.50%) Data Modelling
8 12 (37.50%) Analytics
9 11 (34.38%) Microsoft Excel
9 11 (34.38%) SQL Server Reporting Services
9 11 (34.38%) SQL Server Integration Services
10 10 (31.25%) Python
10 10 (31.25%) Java
11 9 (28.13%) ETL
11 9 (28.13%) Machine Learning
11 9 (28.13%) Scala
11 9 (28.13%) Hadoop
12 8 (25.00%) NoSQL
12 8 (25.00%) R
12 8 (25.00%) Cloudera
12 8 (25.00%) Data Analytics
12 8 (25.00%) Oracle
12 8 (25.00%) MATLAB
12 8 (25.00%) Retail
12 8 (25.00%) Looker
13 7 (21.88%) Computational Intelligence

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 17 (53.13%) Apache Spark
2 1 (3.13%) SAS
Applications
1 11 (34.38%) Microsoft Excel
2 4 (12.50%) Microsoft PowerPoint
Cloud Services
1 13 (40.63%) 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 13 (40.63%) SQL Server
4 12 (37.50%) Data Warehouse
5 11 (34.38%) SQL Server Integration Services
5 11 (34.38%) SQL Server Reporting Services
6 9 (28.13%) Hadoop
7 8 (25.00%) Looker
7 8 (25.00%) NoSQL
8 7 (21.88%) SQL Server Analysis Services
9 6 (18.75%) Azure SQL Data Warehouse
9 6 (18.75%) Data Lake
10 3 (9.38%) QlikView
11 1 (3.13%) Apache Hive
11 1 (3.13%) Cloudera CDH
11 1 (3.13%) Enterprise Data Warehouse
11 1 (3.13%) MySQL
11 1 (3.13%) Oracle Database
11 1 (3.13%) PostgreSQL
11 1 (3.13%) Sqoop
Development Applications
1 4 (12.50%) JIRA
General
1 8 (25.00%) 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
4 3 (9.38%) Business Analyst
4 3 (9.38%) Data Analyst
4 3 (9.38%) Senior Data Engineer
5 2 (6.25%) Data Scientist
5 2 (6.25%) 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 2 (6.25%) Algorithms
3 1 (3.13%) Computer Science
3 1 (3.13%) Fintech
3 1 (3.13%) Self-Motivation
3 1 (3.13%) Tandem
Operating Systems
1 1 (3.13%) Linux
Processes & Methodologies
1 21 (65.63%) Business Intelligence
2 16 (50.00%) Data Visualisation
3 12 (37.50%) Analytics
3 12 (37.50%) Data Modelling
4 9 (28.13%) ETL
4 9 (28.13%) Machine Learning
5 8 (25.00%) Data Analytics
6 7 (21.88%) Big Data Analytics
6 7 (21.88%) Computational Intelligence
6 7 (21.88%) Data Development
6 7 (21.88%) Deep Learning
6 7 (21.88%) Logistics
6 7 (21.88%) MapReduce
6 7 (21.88%) TDD
6 7 (21.88%) Telematics
7 6 (18.75%) Agile Software Development
7 6 (18.75%) Business Analysis
8 5 (15.63%) Data Engineering
8 5 (15.63%) Data Management
9 4 (12.50%) Actionable Insight
Programming Languages
1 26 (81.25%) SQL
2 10 (31.25%) Java
2 10 (31.25%) Python
3 9 (28.13%) Scala
4 8 (25.00%) MATLAB
4 8 (25.00%) R
5 7 (21.88%) C#
6 6 (18.75%) PowerShell
7 1 (3.13%) C
7 1 (3.13%) T-SQL
7 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
4 1 (3.13%) DICOM
4 1 (3.13%) HL7
Systems Management
1 1 (3.13%) Oozie
Vendors
1 24 (75.00%) Tableau
2 8 (25.00%) Cloudera
2 8 (25.00%) Oracle
3 6 (18.75%) Microsoft
4 5 (15.63%) Alteryx
5 4 (12.50%) Hortonworks
5 4 (12.50%) Informatica
6 1 (3.13%) Adobe
6 1 (3.13%) DoubleClick
6 1 (3.13%) Google