Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
West Midlands > Birmingham
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 145 207 165
Rank change year-on-year +62 -42 +19
Permanent jobs citing Visualisation 49 17 26
As % of all permanent IT jobs advertised in Birmingham 1.27% 0.36% 0.66%
As % of the Processes & Methodologies category 1.41% 0.40% 0.76%
Number of salaries quoted 32 14 19
Birmingham median annual salary £37,500 £42,250 £40,000
Median salary % change year-on-year -11.24% +5.63% -
10th Percentile £22,750 £28,125 £26,250
90th Percentile £47,950 £62,750 £91,250
West Midlands median annual salary £40,000 £42,500 £47,500
% change year-on-year -5.88% -10.53% +18.75%

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 3471 4242 3434
As % of all permanent IT jobs advertised in Birmingham 90.20% 89.12% 86.96%
Number of salaries quoted 2718 3094 2878
Birmingham median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -5.56%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £67,500 £67,625 £68,750
West Midlands median annual salary £40,000 £40,000 £40,000

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 23 November 2017.

Salary histogram for Visualisation in Birmingham

For the 6 months to 23 November 2017, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Birmingham region with a requirement for Visualisation.

1 30 (61.22%) Analytics
2 27 (55.10%) SQL
2 27 (55.10%) Tableau
3 25 (51.02%) Finance
4 24 (48.98%) QlikView
5 20 (40.82%) Data Visualisation
6 19 (38.78%) Project Management
6 19 (38.78%) SAS
7 17 (34.69%) Business Intelligence
7 17 (34.69%) Base SAS
7 17 (34.69%) Banking
7 17 (34.69%) Infrastructure Management
7 17 (34.69%) Visual Analytics
7 17 (34.69%) SAS Visual Analytics
8 14 (28.57%) Microsoft Excel
9 12 (24.49%) Data Quality
10 11 (22.45%) Data Management
10 11 (22.45%) Analytical Skills
11 10 (20.41%) Computer Science
11 10 (20.41%) SQL Server
12 9 (18.37%) Data Warehouse
12 9 (18.37%) Microsoft
12 9 (18.37%) SQL Server Integration Services
12 9 (18.37%) Data Governance
13 8 (16.33%) SQL Server Reporting Services
13 8 (16.33%) Workflow
13 8 (16.33%) Data Structures
14 7 (14.29%) Master Data Management
14 7 (14.29%) ETL
14 7 (14.29%) VBA

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 19 (38.78%) SAS
2 2 (4.08%) Skype for Business
Applications
1 14 (28.57%) Microsoft Excel
2 1 (2.04%) Microsoft Office
2 1 (2.04%) Microsoft PowerPoint
Cloud Services
1 5 (10.20%) Microsoft Azure
2 4 (8.16%) Office 365
3 3 (6.12%) Azure Data Factory
Communications & Networking
1 2 (4.08%) Fibre Channel
1 2 (4.08%) Firewall
1 2 (4.08%) iSCSI
1 2 (4.08%) NAS
1 2 (4.08%) SAN
1 2 (4.08%) Skype
1 2 (4.08%) SSL
1 2 (4.08%) VPN
Database & Business Intelligence
1 24 (48.98%) QlikView
2 17 (34.69%) Base SAS
2 17 (34.69%) SAS Visual Analytics
3 10 (20.41%) SQL Server
4 9 (18.37%) Data Warehouse
4 9 (18.37%) SQL Server Integration Services
5 8 (16.33%) SQL Server Reporting Services
6 6 (12.24%) Power BI
7 5 (10.20%) MS Access
7 5 (10.20%) Relational Database
7 5 (10.20%) Spotfire
7 5 (10.20%) SQL Server Analysis Services
8 4 (8.16%) PostgreSQL
9 3 (6.12%) DB2
10 2 (4.08%) Azure SQL Data Warehouse
10 2 (4.08%) Crystal Reports
10 2 (4.08%) Microsoft Analysis Services
10 2 (4.08%) SQL Server 2014
10 2 (4.08%) SQL Server 2016
11 1 (2.04%) Data Lake
General
1 25 (51.02%) Finance
2 17 (34.69%) Banking
3 4 (8.16%) Marketing
4 2 (4.08%) Retail
5 1 (2.04%) Automotive
5 1 (2.04%) Local Government
Job Titles
1 19 (38.78%) Analyst
1 19 (38.78%) Consultant
2 17 (34.69%) Analytics Consultant
2 17 (34.69%) SAS Consultant
2 17 (34.69%) Visual Analytics Consultant
3 14 (28.57%) Data Analyst
4 9 (18.37%) Developer
5 8 (16.33%) Business Intelligence Developer
6 6 (12.24%) Junior
6 6 (12.24%) Technical Analyst
7 3 (6.12%) Business Intelligence Analyst
7 3 (6.12%) Graduate
7 3 (6.12%) Graduate Business Intelligence Developer
7 3 (6.12%) Graduate Developer
7 3 (6.12%) Junior Analyst
7 3 (6.12%) Junior Business Intelligence Developer
7 3 (6.12%) Junior Data Analyst
7 3 (6.12%) Junior Developer
8 2 (4.08%) SQL BI Developer
8 2 (4.08%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 4 (8.16%) CSS
1 4 (8.16%) HTML
2 1 (2.04%) MDX
Miscellaneous
1 11 (22.45%) Analytical Skills
2 10 (20.41%) Computer Science
3 8 (16.33%) Data Structures
4 6 (12.24%) Management Information System
4 6 (12.24%) Reference Data
5 2 (4.08%) Public Cloud
6 1 (2.04%) FMCG
Operating Systems
1 2 (4.08%) Linux
1 2 (4.08%) Windows
Processes & Methodologies
1 30 (61.22%) Analytics
2 20 (40.82%) Data Visualisation
3 19 (38.78%) Project Management
4 17 (34.69%) Business Intelligence
4 17 (34.69%) Infrastructure Management
4 17 (34.69%) Visual Analytics
5 11 (22.45%) Data Management
6 9 (18.37%) Data Governance
7 8 (16.33%) Workflow
8 7 (14.29%) ETL
8 7 (14.29%) Master Data Management
9 6 (12.24%) Infographics
9 6 (12.24%) Metadata Management
10 5 (10.20%) Data Analysis
10 5 (10.20%) Data Architecture
10 5 (10.20%) Validation
11 4 (8.16%) B2C
12 3 (6.12%) Data Analytics
12 3 (6.12%) Kimball Methodology
13 2 (4.08%) Dashboard Development
Programming Languages
1 27 (55.10%) SQL
2 7 (14.29%) VBA
3 5 (10.20%) Python
4 4 (8.16%) JavaScript
5 3 (6.12%) T-SQL
6 2 (4.08%) C
7 1 (2.04%) PL/SQL
7 1 (2.04%) R
Qualifications
1 6 (12.24%) Degree
2 5 (10.20%) Computer Science Degree
3 2 (4.08%) Postgraduate
3 2 (4.08%) PRINCE2 Certification
Quality Assurance & Compliance
1 12 (24.49%) Data Quality
2 1 (2.04%) QA
System Software
1 2 (4.08%) Active Directory
1 2 (4.08%) VMware Infrastructure
1 2 (4.08%) VMware Server
Systems Management
1 2 (4.08%) SCOM
Vendors
1 27 (55.10%) Tableau
2 9 (18.37%) Microsoft
3 5 (10.20%) Oracle
4 4 (8.16%) Greenplum
4 4 (8.16%) TIBCO
5 2 (4.08%) Brocade
5 2 (4.08%) CommVault
5 2 (4.08%) Dell
5 2 (4.08%) EMC
5 2 (4.08%) F5
5 2 (4.08%) Fortinet
5 2 (4.08%) HP
5 2 (4.08%) Salesforce.com
5 2 (4.08%) Veeam
5 2 (4.08%) VMware
6 1 (2.04%) Informatica
6 1 (2.04%) Jedox
6 1 (2.04%) Teradata