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

Visualization
West Midlands > Birmingham
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 166 171 186
Rank change year-on-year +5 +15 -31
Permanent jobs citing Visualisation 35 22 25
As % of all permanent IT jobs advertised in Birmingham 0.92% 0.58% 0.53%
As % of the Processes & Methodologies category 1.01% 0.64% 0.60%
Number of salaries quoted 31 17 20
Birmingham median annual salary £52,500 £47,500 £42,500
Median salary % change year-on-year +10.53% +11.76% -46.88%
10th Percentile £38,000 £39,100 £33,000
90th Percentile £72,500 £65,000 £63,000
West Midlands median annual salary £47,500 £43,500 £47,500
% change year-on-year +9.20% -8.42% -9.52%

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 3,463 3,412 4,180
As % of all permanent IT jobs advertised in Birmingham 91.28% 90.72% 88.77%
Number of salaries quoted 2,451 2,721 3,172
Birmingham median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £70,000 £63,750 £70,000
West Midlands median annual salary £42,500 £40,000 £41,333
% change year-on-year +6.25% -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 20 June 2018.

Salary histogram for Visualisation in Birmingham

For the 6 months to 20 June 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 31 (88.57%) Data Visualisation
2 19 (54.29%) SQL
3 15 (42.86%) ETL
4 12 (34.29%) Business Intelligence
4 12 (34.29%) Python
4 12 (34.29%) Agile Software Development
4 12 (34.29%) Hadoop
4 12 (34.29%) Data Transformation
4 12 (34.29%) Apache Spark
5 10 (28.57%) Talend
6 9 (25.71%) Microsoft Excel
6 9 (25.71%) Microsoft Azure
6 9 (25.71%) Git (software)
6 9 (25.71%) Analytics
7 8 (22.86%) Kafka
7 8 (22.86%) Data Warehouse
7 8 (22.86%) Microsoft
7 8 (22.86%) SQL Server
8 7 (20.00%) Finance
8 7 (20.00%) Data Modelling
8 7 (20.00%) Apache
8 7 (20.00%) Big Data
8 7 (20.00%) Tableau
8 7 (20.00%) R
8 7 (20.00%) QA
8 7 (20.00%) Continuous Integration
8 7 (20.00%) Jenkins
9 6 (17.14%) Power BI
9 6 (17.14%) Degree
9 6 (17.14%) SQL Server Reporting Services

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 12 (34.29%) Apache Spark
2 7 (20.00%) Apache
3 2 (5.71%) Apache Pig
3 2 (5.71%) Elasticsearch
3 2 (5.71%) IIS
Applications
1 9 (25.71%) Microsoft Excel
2 5 (14.29%) Microsoft Office
3 2 (5.71%) Microsoft PowerPoint
Cloud Services
1 9 (25.71%) Microsoft Azure
2 5 (14.29%) Amazon AWS
3 3 (8.57%) Azure Data Factory
4 2 (5.71%) AWS Lambda
4 2 (5.71%) Google Cloud Platform
4 2 (5.71%) IaaS
4 2 (5.71%) Serverless
Database & Business Intelligence
1 12 (34.29%) Hadoop
2 8 (22.86%) Data Warehouse
2 8 (22.86%) SQL Server
3 7 (20.00%) Big Data
4 6 (17.14%) Power BI
4 6 (17.14%) SQL Server Integration Services
4 6 (17.14%) SQL Server Reporting Services
5 5 (14.29%) Relational Database
6 4 (11.43%) Data Mining
7 3 (8.57%) Azure SQL Database
7 3 (8.57%) Data Lake
7 3 (8.57%) MySQL
7 3 (8.57%) SQL Server Analysis Services
8 2 (5.71%) Apache Cassandra
8 2 (5.71%) Apache Hive
8 2 (5.71%) Bigtable
8 2 (5.71%) Flink
8 2 (5.71%) Impala
8 2 (5.71%) MongoDB
8 2 (5.71%) OLAP Cube
Development Applications
1 9 (25.71%) Git (software)
2 7 (20.00%) Jenkins
3 2 (5.71%) Bitbucket
3 2 (5.71%) JUnit
3 2 (5.71%) Maven
3 2 (5.71%) Subversion
3 2 (5.71%) TestNG
General
1 7 (20.00%) Finance
2 4 (11.43%) Advertising
3 2 (5.71%) Financial Institution
4 1 (2.86%) Manufacturing
Job Titles
1 10 (28.57%) Analyst
1 10 (28.57%) Data Engineer
2 9 (25.71%) Developer
3 8 (22.86%) Data Analyst
4 5 (14.29%) Hadoop Engineer
5 4 (11.43%) Business Data Analyst
5 4 (11.43%) Consultant
5 4 (11.43%) Java Developer
5 4 (11.43%) Report Analyst
5 4 (11.43%) SQL Developer
6 2 (5.71%) .NET Developer
6 2 (5.71%) Agile Java Developer
6 2 (5.71%) Apache Spark Developer
6 2 (5.71%) C# .NET Developer
6 2 (5.71%) C# Developer
6 2 (5.71%) Cloud Developer
6 2 (5.71%) Data Consultant
6 2 (5.71%) Data Warehouse Consultant
6 2 (5.71%) Senior Analyst
6 2 (5.71%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 8 (22.86%) Kafka
2 5 (14.29%) Web Services
3 3 (8.57%) .NET
3 3 (8.57%) Natural Language Processing
4 2 (5.71%) .NET Framework
4 2 (5.71%) Akka
4 2 (5.71%) JSON
4 2 (5.71%) Lucene
4 2 (5.71%) Play Framework
4 2 (5.71%) REST
4 2 (5.71%) RESTful
4 2 (5.71%) Samza
4 2 (5.71%) SOAP
4 2 (5.71%) Spring
4 2 (5.71%) XML
Miscellaneous
1 6 (17.14%) Management Information System
2 5 (14.29%) Algorithms
3 4 (11.43%) User Experience
4 3 (8.57%) Fintech
5 2 (5.71%) Computer Science
5 2 (5.71%) Mobile App
6 1 (2.86%) Analytical Skills
6 1 (2.86%) Data Centre
6 1 (2.86%) Driving Licence
6 1 (2.86%) Replication
6 1 (2.86%) Robotics
6 1 (2.86%) Self-Motivation
Processes & Methodologies
1 31 (88.57%) Data Visualisation
2 15 (42.86%) ETL
3 12 (34.29%) Agile Software Development
3 12 (34.29%) Business Intelligence
3 12 (34.29%) Data Transformation
4 9 (25.71%) Analytics
5 7 (20.00%) Continuous Integration
5 7 (20.00%) Data Modelling
6 6 (17.14%) Business Analysis
6 6 (17.14%) Data Analysis
7 5 (14.29%) Coaching
7 5 (14.29%) Machine Learning
7 5 (14.29%) Software Engineering
8 4 (11.43%) Data Management
8 4 (11.43%) Decision-Making
8 4 (11.43%) Infographics
8 4 (11.43%) Mentoring
8 4 (11.43%) MVC
8 4 (11.43%) Problem-Solving
8 4 (11.43%) Stakeholder Management
Programming Languages
1 19 (54.29%) SQL
2 12 (34.29%) Python
3 7 (20.00%) R
4 6 (17.14%) Java
5 4 (11.43%) Scala
6 2 (5.71%) C#
7 1 (2.86%) Data Analysis Expressions (DAX)
7 1 (2.86%) T-SQL
Qualifications
1 6 (17.14%) Degree
2 3 (8.57%) Security Cleared
3 2 (5.71%) Computer Science Degree
3 2 (5.71%) PhD
4 1 (2.86%) SC Cleared
Quality Assurance & Compliance
1 7 (20.00%) QA
2 5 (14.29%) Data Quality
System Software
1 2 (5.71%) Apache ZooKeeper
1 2 (5.71%) HDFS
Systems Management
1 2 (5.71%) Hadoop YARN
Vendors
1 10 (28.57%) Talend
2 8 (22.86%) Microsoft
3 7 (20.00%) Tableau
4 6 (17.14%) Cloudera
5 2 (5.71%) Oracle
5 2 (5.71%) Vertica
6 1 (2.86%) Avaya
6 1 (2.86%) Verint