Period
to 25 February 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 25 February 2018 with a comparison to the same period in the previous 2 years.

Visualisation
West Midlands > Birmingham
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 150 177 174
Rank change year-on-year +27 -3 -7
Permanent jobs citing Visualisation 36 23 22
As % of all permanent IT jobs advertised in Birmingham 0.99% 0.56% 0.53%
As % of the Processes & Methodologies category 1.10% 0.62% 0.61%
Number of salaries quoted 29 19 10
Birmingham median annual salary £45,000 £65,000 £45,000
Median salary % change year-on-year -30.77% +44.44% -43.75%
10th Percentile £22,750 £40,500 £27,500
90th Percentile £64,500 £65,000 £91,250
West Midlands median annual salary £42,000 £55,000 £42,500
% change year-on-year -23.64% +29.41% -15.00%

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 3,286 3,735 3,600
As % of all permanent IT jobs advertised in Birmingham 90.13% 90.74% 87.25%
Number of salaries quoted 2,392 2,807 2,975
Birmingham median annual salary £45,000 £43,500 £42,500
Median salary % change year-on-year +3.45% +2.35% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £70,000 £66,250 £67,500
West Midlands median annual salary £42,500 £41,000 £42,500
% change year-on-year +3.66% -3.53% +6.25%

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 25 February 2018.

Salary histogram for Visualisation in Birmingham

For the 6 months to 25 February 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 20 (55.56%) Analytics
2 19 (52.78%) Data Visualisation
2 19 (52.78%) SQL
3 15 (41.67%) Business Intelligence
3 15 (41.67%) Tableau
4 13 (36.11%) Finance
4 13 (36.11%) SQL Server
5 12 (33.33%) ETL
6 11 (30.56%) QlikView
7 10 (27.78%) Microsoft
8 9 (25.00%) Data Warehouse
8 9 (25.00%) SQL Server Reporting Services
9 8 (22.22%) Data Analysis
9 8 (22.22%) SQL Server Integration Services
9 8 (22.22%) Agile Software Development
9 8 (22.22%) Project Management
9 8 (22.22%) Data Quality
10 7 (19.44%) SAS
10 7 (19.44%) Python
10 7 (19.44%) VBA
11 6 (16.67%) Banking
11 6 (16.67%) Data Management
11 6 (16.67%) SQL Server Analysis Services
11 6 (16.67%) Base SAS
11 6 (16.67%) Microsoft Excel
11 6 (16.67%) Hadoop
11 6 (16.67%) Infrastructure Management
11 6 (16.67%) Visual Analytics
11 6 (16.67%) Power BI
11 6 (16.67%) SAS Visual Analytics

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 (19.44%) SAS
2 5 (13.89%) Apache Spark
3 2 (5.56%) Apache
3 2 (5.56%) Skype for Business
4 1 (2.78%) Apache Pig
4 1 (2.78%) Elasticsearch
Applications
1 6 (16.67%) Microsoft Excel
2 1 (2.78%) Microsoft Office
Cloud Services
1 5 (13.89%) Microsoft Azure
1 5 (13.89%) Office 365
2 2 (5.56%) Azure Data Factory
3 1 (2.78%) Amazon AWS
3 1 (2.78%) AWS Lambda
3 1 (2.78%) Google Cloud Platform
3 1 (2.78%) Serverless
Communications & Networking
1 2 (5.56%) Fibre Channel
1 2 (5.56%) Firewall
1 2 (5.56%) iSCSI
1 2 (5.56%) NAS
1 2 (5.56%) SAN
1 2 (5.56%) Skype
1 2 (5.56%) SSL
1 2 (5.56%) VPN
Database & Business Intelligence
1 13 (36.11%) SQL Server
2 11 (30.56%) QlikView
3 9 (25.00%) Data Warehouse
3 9 (25.00%) SQL Server Reporting Services
4 8 (22.22%) SQL Server Integration Services
5 6 (16.67%) Base SAS
5 6 (16.67%) Hadoop
5 6 (16.67%) Power BI
5 6 (16.67%) SAS Visual Analytics
5 6 (16.67%) SQL Server Analysis Services
6 3 (8.33%) DB2
6 3 (8.33%) NoSQL
6 3 (8.33%) Relational Database
6 3 (8.33%) Spotfire
7 2 (5.56%) Big Data
7 2 (5.56%) Crystal Reports
7 2 (5.56%) Microsoft Analysis Services
7 2 (5.56%) OLAP
7 2 (5.56%) OLAP Cube
7 2 (5.56%) PostgreSQL
Development Applications
1 5 (13.89%) Git (software)
2 3 (8.33%) Subversion
3 2 (5.56%) Jenkins
4 1 (2.78%) Bitbucket
4 1 (2.78%) JUnit
4 1 (2.78%) Maven
4 1 (2.78%) TestNG
General
1 13 (36.11%) Finance
2 6 (16.67%) Banking
3 2 (5.56%) Marketing
4 1 (2.78%) Financial Institution
4 1 (2.78%) Manufacturing
4 1 (2.78%) Retail
Job Titles
1 12 (33.33%) Developer
2 10 (27.78%) Analyst
3 7 (19.44%) Business Intelligence Developer
3 7 (19.44%) Consultant
4 6 (16.67%) Analytics Consultant
4 6 (16.67%) Data Analyst
4 6 (16.67%) SAS Consultant
4 6 (16.67%) Visual Analytics Consultant
5 4 (11.11%) Data Engineer
5 4 (11.11%) Java Developer
5 4 (11.11%) Junior
6 3 (8.33%) Agile Developer
6 3 (8.33%) Agile Java Developer
6 3 (8.33%) Business Intelligence Analyst
6 3 (8.33%) Cloud Developer
7 2 (5.56%) Business Intelligence Lead
7 2 (5.56%) Graduate Business Intelligence Developer
7 2 (5.56%) Junior Business Intelligence Developer
7 2 (5.56%) Microsoft BI Developer
7 2 (5.56%) Virtualisation Specialist
Libraries, Frameworks & Software Standards
1 4 (11.11%) Kafka
2 3 (8.33%) RESTful
2 3 (8.33%) Spring
2 3 (8.33%) Web Services
3 2 (5.56%) CSS
3 2 (5.56%) HTML
4 1 (2.78%) Akka
4 1 (2.78%) Lucene
4 1 (2.78%) MDX
4 1 (2.78%) Natural Language Processing
4 1 (2.78%) Play Framework
4 1 (2.78%) Samza
Miscellaneous
1 5 (13.89%) Analytical Skills
2 4 (11.11%) Computer Science
2 4 (11.11%) User Experience
3 3 (8.33%) Algorithms
4 2 (5.56%) Data Structures
4 2 (5.56%) Public Cloud
5 1 (2.78%) Fintech
5 1 (2.78%) Management Information System
5 1 (2.78%) Reference Data
Operating Systems
1 2 (5.56%) Linux
1 2 (5.56%) Windows
Processes & Methodologies
1 20 (55.56%) Analytics
2 19 (52.78%) Data Visualisation
3 15 (41.67%) Business Intelligence
4 12 (33.33%) ETL
5 8 (22.22%) Agile Software Development
5 8 (22.22%) Data Analysis
5 8 (22.22%) Project Management
6 6 (16.67%) Data Management
6 6 (16.67%) Infrastructure Management
6 6 (16.67%) Visual Analytics
7 5 (13.89%) Data Modelling
7 5 (13.89%) Data Transformation
7 5 (13.89%) Software Engineering
8 4 (11.11%) Continuous Integration
8 4 (11.11%) Data Analytics
8 4 (11.11%) MVC
8 4 (11.11%) Product Management
9 3 (8.33%) Business Analytics
9 3 (8.33%) Kimball Methodology
9 3 (8.33%) Machine Learning
Programming Languages
1 19 (52.78%) SQL
2 7 (19.44%) Python
2 7 (19.44%) VBA
3 4 (11.11%) Java
4 2 (5.56%) C
4 2 (5.56%) JavaScript
4 2 (5.56%) R
4 2 (5.56%) T-SQL
5 1 (2.78%) PL/SQL
5 1 (2.78%) Scala
Qualifications
1 2 (5.56%) Degree
1 2 (5.56%) Postgraduate
1 2 (5.56%) PRINCE2 Certification
2 1 (2.78%) Computer Science Degree
2 1 (2.78%) PhD
Quality Assurance & Compliance
1 8 (22.22%) Data Quality
2 5 (13.89%) QA
System Software
1 2 (5.56%) Active Directory
1 2 (5.56%) VMware Infrastructure
1 2 (5.56%) VMware Server
2 1 (2.78%) Apache ZooKeeper
2 1 (2.78%) HDFS
Systems Management
1 2 (5.56%) SCOM
2 1 (2.78%) Hadoop YARN
Vendors
1 15 (41.67%) Tableau
2 10 (27.78%) Microsoft
3 4 (11.11%) Oracle
3 4 (11.11%) Talend
4 2 (5.56%) Brocade
4 2 (5.56%) Cloudera
4 2 (5.56%) CommVault
4 2 (5.56%) Dell
4 2 (5.56%) EMC
4 2 (5.56%) F5
4 2 (5.56%) Fortinet
4 2 (5.56%) Greenplum
4 2 (5.56%) HP
4 2 (5.56%) Salesforce.com
4 2 (5.56%) TIBCO
4 2 (5.56%) Veeam
4 2 (5.56%) VMware
5 1 (2.78%) Informatica
5 1 (2.78%) Teradata
5 1 (2.78%) Vertica