Period
to 16 July 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 16 July 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
West Midlands > Birmingham
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 166 181 212
Rank change year-on-year +15 +31 -38
Permanent jobs citing Data Visualisation 32 14 10
As % of all permanent IT jobs advertised in Birmingham 0.81% 0.37% 0.21%
As % of the Processes & Methodologies category 0.89% 0.40% 0.23%
Number of salaries quoted 28 13 9
Birmingham median annual salary £52,500 £45,000 £42,500
Median salary % change year-on-year +16.67% +5.88% -5.56%
10th Percentile £36,350 £34,750 £33,750
90th Percentile £69,000 £58,250 £69,250
West Midlands median annual salary £52,500 £42,500 £50,000
% change year-on-year +23.53% -15.00% +11.11%

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 3,609 3,467 4,297
As % of all permanent IT jobs advertised in Birmingham 91.25% 90.66% 89.13%
Number of salaries quoted 2,589 2,831 3,190
Birmingham median annual salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.18% -
10th Percentile £26,250 £26,250 £25,625
90th Percentile £70,200 £64,375 £70,000
West Midlands median annual salary £42,500 £40,000 £40,500
% change year-on-year +6.25% -1.23% +1.25%

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 16 July 2018.

Salary histogram for Data Visualisation in Birmingham

For the 6 months to 16 July 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 32 (100.00%) Visualisation
2 16 (50.00%) SQL
3 15 (46.88%) ETL
4 13 (40.63%) Python
5 12 (37.50%) Hadoop
5 12 (37.50%) Data Transformation
5 12 (37.50%) Apache Spark
6 11 (34.38%) Business Intelligence
7 10 (31.25%) Analytics
7 10 (31.25%) Talend
8 9 (28.13%) Big Data
8 9 (28.13%) R
8 9 (28.13%) Git (software)
8 9 (28.13%) Finance
9 8 (25.00%) Microsoft Excel
9 8 (25.00%) Apache
9 8 (25.00%) Kafka
9 8 (25.00%) Jenkins
10 7 (21.88%) Cloudera
10 7 (21.88%) Tableau
10 7 (21.88%) Continuous Integration
10 7 (21.88%) Microsoft Azure
10 7 (21.88%) Agile Software Development
10 7 (21.88%) Degree
10 7 (21.88%) Data Warehouse
11 6 (18.75%) Data Modelling
11 6 (18.75%) SQL Server
11 6 (18.75%) Microsoft
11 6 (18.75%) SQL Server Reporting Services
11 6 (18.75%) Data Analysis

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 12 (37.50%) Apache Spark
2 8 (25.00%) Apache
3 2 (6.25%) Apache Pig
3 2 (6.25%) Elasticsearch
4 1 (3.13%) ArcGIS
Applications
1 8 (25.00%) Microsoft Excel
2 5 (15.63%) Microsoft Office
3 2 (6.25%) Microsoft PowerPoint
Cloud Services
1 7 (21.88%) Microsoft Azure
2 3 (9.38%) Azure Data Factory
3 2 (6.25%) Amazon AWS
3 2 (6.25%) AWS Lambda
3 2 (6.25%) Google Cloud Platform
3 2 (6.25%) Serverless
4 1 (3.13%) Cloud Computing
4 1 (3.13%) IaaS
4 1 (3.13%) PaaS
Database & Business Intelligence
1 12 (37.50%) Hadoop
2 9 (28.13%) Big Data
3 7 (21.88%) Data Warehouse
4 6 (18.75%) Power BI
4 6 (18.75%) SQL Server
4 6 (18.75%) SQL Server Reporting Services
5 5 (15.63%) SQL Server Integration Services
6 4 (12.50%) Data Mining
7 3 (9.38%) Apache Hive
7 3 (9.38%) Azure SQL Database
7 3 (9.38%) Data Lake
7 3 (9.38%) Impala
8 2 (6.25%) Apache Cassandra
8 2 (6.25%) Bigtable
8 2 (6.25%) Flink
8 2 (6.25%) HBase
8 2 (6.25%) MongoDB
8 2 (6.25%) OLAP Cube
8 2 (6.25%) Relational Database
8 2 (6.25%) Riak
Development Applications
1 9 (28.13%) Git (software)
2 8 (25.00%) Jenkins
3 2 (6.25%) Bitbucket
3 2 (6.25%) JUnit
3 2 (6.25%) Maven
3 2 (6.25%) TestNG
4 1 (3.13%) Subversion
General
1 9 (28.13%) Finance
2 4 (12.50%) Advertising
3 2 (6.25%) Financial Institution
4 1 (3.13%) Banking
Job Titles
1 10 (31.25%) Analyst
1 10 (31.25%) Data Engineer
2 8 (25.00%) Data Analyst
3 6 (18.75%) Consultant
3 6 (18.75%) Hadoop Engineer
4 4 (12.50%) Business Data Analyst
4 4 (12.50%) Developer
4 4 (12.50%) Report Analyst
5 3 (9.38%) Data Consultant
5 3 (9.38%) Java Developer
6 2 (6.25%) Apache Spark Developer
6 2 (6.25%) Data Warehouse Consultant
6 2 (6.25%) Hadoop Developer
6 2 (6.25%) Java Hadoop Developer
6 2 (6.25%) Senior Analyst
6 2 (6.25%) Senior Data Analyst
7 1 (3.13%) Agile Developer
7 1 (3.13%) Analytics Consultant
7 1 (3.13%) Insight Consultant
7 1 (3.13%) Workforce Management Analyst
Libraries, Frameworks & Software Standards
1 8 (25.00%) Kafka
2 3 (9.38%) Natural Language Processing
3 2 (6.25%) Akka
3 2 (6.25%) Lucene
3 2 (6.25%) Play Framework
3 2 (6.25%) Samza
4 1 (3.13%) RESTful
4 1 (3.13%) Spring
4 1 (3.13%) Web Services
Miscellaneous
1 4 (12.50%) Algorithms
1 4 (12.50%) Management Information System
2 3 (9.38%) Computer Science
2 3 (9.38%) Fintech
2 3 (9.38%) User Experience
3 1 (3.13%) Analytical Skills
3 1 (3.13%) Driving Licence
3 1 (3.13%) Graphic Design
3 1 (3.13%) Replication
3 1 (3.13%) Robotics
3 1 (3.13%) Self-Motivation
Processes & Methodologies
1 32 (100.00%) Visualisation
2 15 (46.88%) ETL
3 12 (37.50%) Data Transformation
4 11 (34.38%) Business Intelligence
5 10 (31.25%) Analytics
6 7 (21.88%) Agile Software Development
6 7 (21.88%) Continuous Integration
7 6 (18.75%) Business Analysis
7 6 (18.75%) Data Analysis
7 6 (18.75%) Data Management
7 6 (18.75%) Data Modelling
8 5 (15.63%) Problem-Solving
9 4 (12.50%) Coaching
9 4 (12.50%) Infographics
9 4 (12.50%) Machine Learning
9 4 (12.50%) Software Engineering
9 4 (12.50%) Stakeholder Management
10 3 (9.38%) Mentoring
10 3 (9.38%) MVC
10 3 (9.38%) Statistics
Programming Languages
1 16 (50.00%) SQL
2 13 (40.63%) Python
3 9 (28.13%) R
4 5 (15.63%) Java
5 4 (12.50%) Scala
6 1 (3.13%) Data Analysis Expressions (DAX)
6 1 (3.13%) JavaScript
Qualifications
1 7 (21.88%) Degree
2 3 (9.38%) Computer Science Degree
2 3 (9.38%) Security Cleared
3 2 (6.25%) PhD
4 1 (3.13%) Postgraduate
4 1 (3.13%) SC Cleared
Quality Assurance & Compliance
1 6 (18.75%) QA
2 5 (15.63%) Data Quality
System Software
1 2 (6.25%) Apache ZooKeeper
1 2 (6.25%) HDFS
Systems Management
1 2 (6.25%) Hadoop YARN
2 1 (3.13%) Ambari
Vendors
1 10 (31.25%) Talend
2 7 (21.88%) Cloudera
2 7 (21.88%) Tableau
3 6 (18.75%) Microsoft
4 3 (9.38%) Oracle
5 2 (6.25%) Vertica
6 1 (3.13%) Avaya
6 1 (3.13%) ESRI
6 1 (3.13%) Verint