Period
to 20 September 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 20 September 2018 with a comparison to the same period in the previous 2 years.

Visualization
West Midlands > Birmingham
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 155 159 197
Rank change year-on-year +4 +38 -36
Permanent jobs citing Visualisation 39 43 26
As % of all permanent IT jobs advertised in Birmingham 1.03% 1.11% 0.53%
As % of the Processes & Methodologies category 1.14% 1.20% 0.59%
Number of salaries quoted 35 25 24
Birmingham median annual salary £52,500 £37,500 £42,500
Median salary % change year-on-year +40.00% -11.76% -5.56%
10th Percentile £38,000 £26,250 £28,500
90th Percentile £71,250 £55,200 £61,000
West Midlands median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% -5.56%

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 3,426 3,570 4,378
As % of all permanent IT jobs advertised in Birmingham 90.73% 92.01% 90.08%
Number of salaries quoted 2,440 2,871 3,214
Birmingham median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -2.30%
10th Percentile £26,250 £27,500 £25,750
90th Percentile £71,250 £65,000 £69,625
West Midlands median annual salary £44,000 £40,000 £40,000
% change year-on-year +10.00% - -

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 20 September 2018.

Salary histogram for Visualisation in Birmingham

For the 6 months to 20 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 Birmingham region with a requirement for Visualisation.

1 35 (89.74%) Data Visualisation
2 24 (61.54%) SQL
3 23 (58.97%) Business Intelligence
4 20 (51.28%) ETL
5 14 (35.90%) Analytics
5 14 (35.90%) Power BI
6 13 (33.33%) Data Modelling
6 13 (33.33%) Finance
7 11 (28.21%) Python
7 11 (28.21%) Tableau
7 11 (28.21%) Microsoft Azure
7 11 (28.21%) Data Management
7 11 (28.21%) SQL Server Integration Services
8 10 (25.64%) SQL Server
9 9 (23.08%) Microsoft Excel
9 9 (23.08%) Microsoft
9 9 (23.08%) Degree
9 9 (23.08%) SQL Server Reporting Services
10 8 (20.51%) Agile Software Development
10 8 (20.51%) Hadoop
10 8 (20.51%) R
10 8 (20.51%) Data Transformation
10 8 (20.51%) Apache Spark
11 7 (17.95%) Relational Database
11 7 (17.95%) Big Data
11 7 (17.95%) Talend
11 7 (17.95%) Fintech
11 7 (17.95%) Data Warehouse
11 7 (17.95%) Data Mining
12 6 (15.38%) Apache

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 8 (20.51%) Apache Spark
2 6 (15.38%) Apache
3 1 (2.56%) Apache Pig
3 1 (2.56%) ArcGIS
3 1 (2.56%) Elasticsearch
3 1 (2.56%) SAS
Applications
1 9 (23.08%) Microsoft Excel
2 4 (10.26%) Microsoft Office
3 1 (2.56%) Microsoft PowerPoint
Cloud Services
1 11 (28.21%) Microsoft Azure
2 6 (15.38%) IaaS
2 6 (15.38%) PaaS
3 5 (12.82%) Cloud Computing
4 3 (7.69%) Azure Data Factory
5 2 (5.13%) Amazon AWS
6 1 (2.56%) AWS Lambda
6 1 (2.56%) Google Cloud Platform
6 1 (2.56%) Serverless
Database & Business Intelligence
1 14 (35.90%) Power BI
2 11 (28.21%) SQL Server Integration Services
3 10 (25.64%) SQL Server
4 9 (23.08%) SQL Server Reporting Services
5 8 (20.51%) Hadoop
6 7 (17.95%) Big Data
6 7 (17.95%) Data Mining
6 7 (17.95%) Data Warehouse
6 7 (17.95%) Relational Database
7 6 (15.38%) QlikView
8 5 (12.82%) Spotfire
9 4 (10.26%) BusinessObjects
9 4 (10.26%) SQL Server Analysis Services
10 3 (7.69%) Azure SQL Database
10 3 (7.69%) Data Lake
11 2 (5.13%) Apache Hive
11 2 (5.13%) Impala
11 2 (5.13%) MySQL
12 1 (2.56%) GIS
12 1 (2.56%) OLAP
Development Applications
1 6 (15.38%) Git (software)
1 6 (15.38%) Jenkins
2 1 (2.56%) Bitbucket
2 1 (2.56%) JUnit
2 1 (2.56%) Maven
2 1 (2.56%) TestNG
General
1 13 (33.33%) Finance
2 4 (10.26%) Advertising
2 4 (10.26%) Local Government
3 1 (2.56%) Banking
3 1 (2.56%) Financial Institution
Job Titles
1 12 (30.77%) Developer
2 8 (20.51%) Analyst
2 8 (20.51%) Consultant
3 7 (17.95%) Data Engineer
4 6 (15.38%) Business Intelligence Developer
4 6 (15.38%) Data Analyst
5 5 (12.82%) Hadoop Engineer
5 5 (12.82%) SQL Developer
6 4 (10.26%) Business Data Analyst
6 4 (10.26%) Data Consultant
6 4 (10.26%) Report Analyst
7 3 (7.69%) Database Developer
7 3 (7.69%) SQL Database Developer
8 2 (5.13%) Data Warehouse Consultant
8 2 (5.13%) Senior Analyst
8 2 (5.13%) Senior Data Analyst
9 1 (2.56%) Enterprise Architect
9 1 (2.56%) ETL Developer
9 1 (2.56%) Governance Consultant
9 1 (2.56%) Java Developer
Libraries, Frameworks & Software Standards
1 5 (12.82%) Kafka
2 2 (5.13%) Natural Language Processing
3 1 (2.56%) .NET
3 1 (2.56%) Akka
3 1 (2.56%) Lucene
3 1 (2.56%) Play Framework
3 1 (2.56%) Samza
3 1 (2.56%) Web Services
Miscellaneous
1 7 (17.95%) Fintech
2 5 (12.82%) Management Information System
3 2 (5.13%) Algorithms
3 2 (5.13%) Analytical Skills
3 2 (5.13%) Computer Science
4 1 (2.56%) Data Centre
4 1 (2.56%) Data Structures
4 1 (2.56%) Graphic Design
4 1 (2.56%) Replication
4 1 (2.56%) Robotics
4 1 (2.56%) Self-Motivation
4 1 (2.56%) User Experience
Processes & Methodologies
1 35 (89.74%) Data Visualisation
2 23 (58.97%) Business Intelligence
3 20 (51.28%) ETL
4 14 (35.90%) Analytics
5 13 (33.33%) Data Modelling
6 11 (28.21%) Data Management
7 8 (20.51%) Agile Software Development
7 8 (20.51%) Data Transformation
8 6 (15.38%) Data Analytics
8 6 (15.38%) Data Science
8 6 (15.38%) Mathematics
9 5 (12.82%) Acceptance Criteria
9 5 (12.82%) Continuous Integration
9 5 (12.82%) Data Analysis
9 5 (12.82%) ETL Development
9 5 (12.82%) Problem-Solving
10 4 (10.26%) Business Analysis
10 4 (10.26%) Economics
10 4 (10.26%) Infographics
10 4 (10.26%) Validation
Programming Languages
1 24 (61.54%) SQL
2 11 (28.21%) Python
3 8 (20.51%) R
4 3 (7.69%) Java
4 3 (7.69%) Scala
4 3 (7.69%) T-SQL
5 1 (2.56%) Data Analysis Expressions (DAX)
5 1 (2.56%) JavaScript
5 1 (2.56%) VBA
Qualifications
1 9 (23.08%) Degree
2 4 (10.26%) Master's Degree
3 3 (7.69%) Security Cleared
4 2 (5.13%) Computer Science Degree
5 1 (2.56%) PhD
5 1 (2.56%) Postgraduate
5 1 (2.56%) SC Cleared
Quality Assurance & Compliance
1 4 (10.26%) Data Quality
1 4 (10.26%) QA
System Software
1 1 (2.56%) Apache ZooKeeper
1 1 (2.56%) HDFS
Systems Management
1 1 (2.56%) Ambari
1 1 (2.56%) Hadoop YARN
Vendors
1 11 (28.21%) Tableau
2 9 (23.08%) Microsoft
3 7 (17.95%) Talend
4 5 (12.82%) Cloudera
5 4 (10.26%) Cognos
5 4 (10.26%) MicroStrategy
5 4 (10.26%) SAP
6 2 (5.13%) Oracle
7 1 (2.56%) Avaya
7 1 (2.56%) ESRI
7 1 (2.56%) OutSystems
7 1 (2.56%) Verint
7 1 (2.56%) Vertica