Period
to 10 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Visualization
West Midlands > Birmingham
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 152 148 204
Rank change year-on-year -4 +56 -33
Permanent jobs citing Visualisation 37 51 19
As % of all permanent IT jobs advertised in Birmingham 1.04% 1.35% 0.41%
As % of the Processes & Methodologies category 1.14% 1.47% 0.45%
Number of salaries quoted 37 34 16
Birmingham median annual salary £47,500 £37,500 £55,750
Median salary % change year-on-year +26.67% -32.74% +29.28%
10th Percentile £31,250 £22,750 £35,000
90th Percentile £71,250 £52,900 £65,000
West Midlands median annual salary £38,132 £40,000 £42,500
% change year-on-year -4.67% -5.88% -10.53%

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 3,250 3,479 4,222
As % of all permanent IT jobs advertised in Birmingham 91.04% 91.79% 91.70%
Number of salaries quoted 2,302 2,716 3,105
Birmingham median annual salary £47,500 £45,000 £42,765
Median salary % change year-on-year +5.56% +5.23% +0.62%
10th Percentile £26,750 £26,250 £26,250
90th Percentile £76,250 £67,500 £67,500
West Midlands median annual salary £45,000 £40,000 £41,333
% change year-on-year +12.50% -3.23% +3.33%

Visualisation
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Visualisation in Birmingham

Visualisation
Salary Trend in Birmingham

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

Salary trend for Visualisation in Birmingham

Visualisation
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Visualisation in Birmingham over the 6 months to 10 December 2018.

Salary histogram for Visualisation in Birmingham

For the 6 months to 10 December 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 Birmingham region with a requirement for Visualisation.

1 27 (72.97%) Business Intelligence
2 25 (67.57%) Data Visualisation
3 22 (59.46%) Analytics
3 22 (59.46%) Power BI
4 18 (48.65%) SQL
5 16 (43.24%) ETL
6 14 (37.84%) Data Modelling
6 14 (37.84%) SQL Server
7 13 (35.14%) Data Management
7 13 (35.14%) SQL Server Reporting Services
7 13 (35.14%) Tableau
8 12 (32.43%) Microsoft Azure
8 12 (32.43%) Finance
9 11 (29.73%) Data Analytics
9 11 (29.73%) SQL Server Integration Services
10 10 (27.03%) SQL Server Analysis Services
10 10 (27.03%) Agile Software Development
10 10 (27.03%) Microsoft
11 9 (24.32%) Project Management
11 9 (24.32%) QlikView
11 9 (24.32%) Degree
11 9 (24.32%) IaaS
12 8 (21.62%) PaaS
12 8 (21.62%) Analytical Skills
12 8 (21.62%) Fintech
13 7 (18.92%) Data Science
13 7 (18.92%) Spotfire
13 7 (18.92%) Data Quality
13 7 (18.92%) Validation
14 6 (16.22%) Data Warehouse

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 3 (8.11%) SAS
2 2 (5.41%) DNN
2 2 (5.41%) SharePoint
3 1 (2.70%) Apache
3 1 (2.70%) Apache Spark
3 1 (2.70%) ArcGIS
3 1 (2.70%) GeoServer
3 1 (2.70%) Jupyter
Applications
1 3 (8.11%) Microsoft Excel
2 2 (5.41%) SPSS
Cloud Services
1 12 (32.43%) Microsoft Azure
2 9 (24.32%) IaaS
3 8 (21.62%) PaaS
4 6 (16.22%) Cloud Computing
5 4 (10.81%) Office 365
6 1 (2.70%) Amazon AWS
6 1 (2.70%) Azure Machine Learning
6 1 (2.70%) Google Cloud Platform
Communications & Networking
1 2 (5.41%) FTP
Database & Business Intelligence
1 22 (59.46%) Power BI
2 14 (37.84%) SQL Server
3 13 (35.14%) SQL Server Reporting Services
4 11 (29.73%) SQL Server Integration Services
5 10 (27.03%) SQL Server Analysis Services
6 9 (24.32%) QlikView
7 7 (18.92%) Spotfire
8 6 (16.22%) Data Warehouse
8 6 (16.22%) Relational Database
9 4 (10.81%) BusinessObjects
9 4 (10.81%) Data Mining
10 3 (8.11%) Big Data
11 2 (5.41%) Apache Hive
11 2 (5.41%) GIS
11 2 (5.41%) Hadoop
11 2 (5.41%) Microsoft Analysis Services
12 1 (2.70%) NoSQL
12 1 (2.70%) OLAP
12 1 (2.70%) Oracle Database
12 1 (2.70%) PostgreSQL
Development Applications
1 3 (8.11%) Git (software)
2 2 (5.41%) SQL Server Management Studio (SSMS)
2 2 (5.41%) Visual Studio
3 1 (2.70%) Jenkins
General
1 12 (32.43%) Finance
2 5 (13.51%) Local Government
3 2 (5.41%) Banking
4 1 (2.70%) Manufacturing
4 1 (2.70%) Publishing
Job Titles
1 19 (51.35%) Developer
2 15 (40.54%) Business Intelligence Developer
3 5 (13.51%) Consultant
4 4 (10.81%) Analyst
4 4 (10.81%) SQL Developer
5 3 (8.11%) Business Developer
5 3 (8.11%) Database Developer
5 3 (8.11%) Senior Developer
5 3 (8.11%) SQL Database Developer
6 2 (5.41%) Cloud Infrastructure Manager
6 2 (5.41%) Data Analyst
6 2 (5.41%) Data Consultant
6 2 (5.41%) Infrastructure Manager
6 2 (5.41%) Senior Business Intelligence Developer
6 2 (5.41%) Senior SQL Developer
7 1 (2.70%) Angular Developer
7 1 (2.70%) Hadoop Engineer
7 1 (2.70%) Product Owner
7 1 (2.70%) Senior Data Scientist
7 1 (2.70%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 1 (2.70%) AngularJS
1 1 (2.70%) Kafka
1 1 (2.70%) Keras
1 1 (2.70%) MDX
1 1 (2.70%) Natural Language Processing
1 1 (2.70%) scikit-learn
Miscellaneous
1 8 (21.62%) Analytical Skills
1 8 (21.62%) Fintech
2 4 (10.81%) Management Information System
3 2 (5.41%) Data Structures
3 2 (5.41%) NHS
3 2 (5.41%) Robotics
4 1 (2.70%) Algorithms
4 1 (2.70%) Graphic Design
4 1 (2.70%) PMI
Operating Systems
1 1 (2.70%) Linux
1 1 (2.70%) Windows
Processes & Methodologies
1 27 (72.97%) Business Intelligence
2 25 (67.57%) Data Visualisation
3 22 (59.46%) Analytics
4 16 (43.24%) ETL
5 14 (37.84%) Data Modelling
6 13 (35.14%) Data Management
7 11 (29.73%) Data Analytics
8 10 (27.03%) Agile Software Development
9 9 (24.32%) Project Management
10 7 (18.92%) Data Science
10 7 (18.92%) Validation
11 6 (16.22%) Acceptance Criteria
11 6 (16.22%) ETL Development
12 5 (13.51%) Data Analysis
12 5 (13.51%) Mathematics
13 4 (10.81%) Data Cleansing
13 4 (10.81%) Economics
13 4 (10.81%) Stakeholder Management
14 3 (8.11%) Machine Learning
14 3 (8.11%) Risk Management
Programming Languages
1 18 (48.65%) SQL
2 6 (16.22%) Python
3 5 (13.51%) R
3 5 (13.51%) T-SQL
4 3 (8.11%) VBA
5 2 (5.41%) JavaScript
5 2 (5.41%) MATLAB
5 2 (5.41%) VB
6 1 (2.70%) C++
Qualifications
1 9 (24.32%) Degree
2 4 (10.81%) Master's Degree
3 1 (2.70%) Computer Science Degree
3 1 (2.70%) PMI Certification
3 1 (2.70%) Postgraduate
Quality Assurance & Compliance
1 7 (18.92%) Data Quality
2 2 (5.41%) GDPR
3 1 (2.70%) QA
Systems Management
1 1 (2.70%) Ambari
Vendors
1 13 (35.14%) Tableau
2 10 (27.03%) Microsoft
3 4 (10.81%) Cognos
3 4 (10.81%) MicroStrategy
3 4 (10.81%) SAP
4 1 (2.70%) Cloudera
4 1 (2.70%) ESRI
4 1 (2.70%) Google
4 1 (2.70%) Oracle
4 1 (2.70%) Talend