Period
to 20 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Birmingham with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 20 October 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
West Midlands > Birmingham
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 161 180 211
Rank change year-on-year +19 +31 -38
Permanent jobs citing Data Visualisation 30 18 8
As % of all permanent IT jobs advertised in Birmingham 0.82% 0.47% 0.17%
As % of the Processes & Methodologies category 0.91% 0.51% 0.18%
Number of salaries quoted 28 18 7
Birmingham median annual salary £52,500 £37,500 £42,500
Median salary % change year-on-year +40.00% -11.76% -5.56%
10th Percentile £29,750 £21,250 £33,750
90th Percentile £71,250 £51,600 £56,250
West Midlands median annual salary £45,000 £37,500 £42,500
% change year-on-year +20.00% -11.76% -19.05%

Data 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 Birmingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Birmingham
Permanent vacancies with a requirement for process or methodology skills 3,295 3,508 4,357
As % of all permanent IT jobs advertised in Birmingham 90.52% 92.27% 90.23%
Number of salaries quoted 2,357 2,773 3,198
Birmingham median annual salary £46,500 £45,000 £42,500
Median salary % change year-on-year +3.33% +5.88% -
10th Percentile £26,250 £26,750 £25,855
90th Percentile £73,750 £65,000 £70,000
West Midlands median annual salary £44,500 £40,000 £40,000
% change year-on-year +11.25% - -

Data Visualisation
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Data Visualisation in Birmingham

Data Visualisation
Salary Trend in Birmingham

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

Salary trend for Data Visualisation in Birmingham

Data Visualisation
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Data Visualisation in Birmingham over the 6 months to 20 October 2018.

Salary histogram for Data Visualisation in Birmingham

For the 6 months to 20 October 2018, IT jobs citing Data 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 Birmingham region with a requirement for Data Visualisation.

1 30 (100.00%) Visualisation
2 18 (60.00%) ETL
3 16 (53.33%) Business Intelligence
4 15 (50.00%) SQL
5 13 (43.33%) Analytics
6 12 (40.00%) Power BI
6 12 (40.00%) Data Modelling
7 11 (36.67%) Data Management
8 10 (33.33%) Finance
8 10 (33.33%) SQL Server
8 10 (33.33%) Tableau
9 9 (30.00%) Degree
9 9 (30.00%) Python
10 8 (26.67%) SQL Server Reporting Services
10 8 (26.67%) Data Analytics
11 7 (23.33%) Talend
11 7 (23.33%) Data Transformation
11 7 (23.33%) Apache Spark
11 7 (23.33%) R
11 7 (23.33%) Hadoop
11 7 (23.33%) Microsoft Azure
11 7 (23.33%) Agile Software Development
11 7 (23.33%) SQL Server Integration Services
12 6 (20.00%) Big Data
12 6 (20.00%) Data Science
12 6 (20.00%) Data Mining
12 6 (20.00%) Git (software)
12 6 (20.00%) PaaS
12 6 (20.00%) Mathematics
12 6 (20.00%) Fintech

Data Visualisation
Co-occurring IT Skills in Birmingham 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 7 (23.33%) Apache Spark
2 5 (16.67%) Apache
3 1 (3.33%) ArcGIS
3 1 (3.33%) Jupyter
3 1 (3.33%) SAS
Applications
1 5 (16.67%) Microsoft Excel
2 1 (3.33%) Microsoft Office
2 1 (3.33%) Microsoft PowerPoint
Cloud Services
1 7 (23.33%) Microsoft Azure
2 6 (20.00%) IaaS
2 6 (20.00%) PaaS
3 5 (16.67%) Cloud Computing
4 3 (10.00%) Office 365
5 1 (3.33%) Amazon AWS
5 1 (3.33%) Google Cloud Platform
Database & Business Intelligence
1 12 (40.00%) Power BI
2 10 (33.33%) SQL Server
3 8 (26.67%) SQL Server Reporting Services
4 7 (23.33%) Hadoop
4 7 (23.33%) SQL Server Integration Services
5 6 (20.00%) Big Data
5 6 (20.00%) Data Mining
5 6 (20.00%) Relational Database
6 5 (16.67%) QlikView
6 5 (16.67%) Spotfire
7 4 (13.33%) BusinessObjects
7 4 (13.33%) Data Warehouse
8 2 (6.67%) Microsoft Analysis Services
8 2 (6.67%) SQL Server Analysis Services
9 1 (3.33%) Apache Hive
9 1 (3.33%) Geospatial Data
9 1 (3.33%) GIS
9 1 (3.33%) Impala
9 1 (3.33%) Oracle Database
Development Applications
1 6 (20.00%) Git (software)
2 5 (16.67%) Jenkins
General
1 10 (33.33%) Finance
2 4 (13.33%) Local Government
3 1 (3.33%) Banking
Job Titles
1 9 (30.00%) Developer
2 7 (23.33%) Analyst
2 7 (23.33%) Data Engineer
3 6 (20.00%) Business Intelligence Developer
4 5 (16.67%) Data Analyst
4 5 (16.67%) Hadoop Engineer
5 3 (10.00%) Consultant
5 3 (10.00%) Database Developer
5 3 (10.00%) SQL Database Developer
5 3 (10.00%) SQL Developer
6 2 (6.67%) Data Consultant
6 2 (6.67%) Senior Analyst
6 2 (6.67%) Senior Data Analyst
7 1 (3.33%) Business Analyst
7 1 (3.33%) GIS Consultant
7 1 (3.33%) Governance Consultant
7 1 (3.33%) Infrastructure Manager
7 1 (3.33%) Report Analyst
7 1 (3.33%) Senior Database Developer
7 1 (3.33%) Senior Developer
Libraries, Frameworks & Software Standards
1 5 (16.67%) Kafka
2 3 (10.00%) Natural Language Processing
3 1 (3.33%) Keras
3 1 (3.33%) scikit-learn
Miscellaneous
1 6 (20.00%) Fintech
2 4 (13.33%) Management Information System
3 3 (10.00%) Analytical Skills
4 2 (6.67%) Algorithms
4 2 (6.67%) Data Structures
4 2 (6.67%) Robotics
5 1 (3.33%) Computer Science
5 1 (3.33%) Graphic Design
5 1 (3.33%) Self-Motivation
Operating Systems
1 1 (3.33%) Linux
Processes & Methodologies
1 30 (100.00%) Visualisation
2 18 (60.00%) ETL
3 16 (53.33%) Business Intelligence
4 13 (43.33%) Analytics
5 12 (40.00%) Data Modelling
6 11 (36.67%) Data Management
7 8 (26.67%) Data Analytics
8 7 (23.33%) Agile Software Development
8 7 (23.33%) Data Transformation
9 6 (20.00%) Data Science
9 6 (20.00%) Mathematics
10 5 (16.67%) Acceptance Criteria
10 5 (16.67%) Continuous Integration
10 5 (16.67%) Data Analysis
10 5 (16.67%) ETL Development
10 5 (16.67%) Project Management
11 4 (13.33%) Economics
11 4 (13.33%) Validation
12 3 (10.00%) Coaching
12 3 (10.00%) Machine Learning
Programming Languages
1 15 (50.00%) SQL
2 9 (30.00%) Python
3 7 (23.33%) R
4 3 (10.00%) T-SQL
4 3 (10.00%) VBA
5 2 (6.67%) Java
5 2 (6.67%) Scala
6 1 (3.33%) JavaScript
6 1 (3.33%) MATLAB
Qualifications
1 9 (30.00%) Degree
2 4 (13.33%) Master's Degree
3 2 (6.67%) Security Cleared
4 1 (3.33%) Computer Science Degree
4 1 (3.33%) Postgraduate
Quality Assurance & Compliance
1 3 (10.00%) Data Quality
1 3 (10.00%) QA
Systems Management
1 1 (3.33%) Ambari
Vendors
1 10 (33.33%) Tableau
2 7 (23.33%) Talend
3 5 (16.67%) Cloudera
4 4 (13.33%) Cognos
4 4 (13.33%) MicroStrategy
4 4 (13.33%) SAP
5 2 (6.67%) Microsoft
6 1 (3.33%) Avaya
6 1 (3.33%) ESRI
6 1 (3.33%) Google
6 1 (3.33%) Oracle
6 1 (3.33%) Verint