The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for VBA skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited VBA over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Microsoft Visual Basic for Applications (VBA)
East of England / Cambridgeshire
Rank 120 134 112
Rank change year-on-year +14 -22  
Permanent jobs citing VBA 3 4 16
As % of all permanent IT jobs advertised in Cambridgeshire 0.17% 0.19% 0.78%
As % of the Programming Languages category 0.26% 0.32% 1.30%
Number of salaries quoted 3 3 6
Median salary £62,500 £50,000 £28,250
Median salary % change year-on-year +25.00% +76.99%  
UK excluding London median salary £35,000 £37,500 £35,000
% change year-on-year -6.66% +7.14%  

VBA is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for programming language skills.

Programming Language Skills
Cambridgeshire
Permanent job vacancies with a requirement for programming language skills 1163 1243 1229
As % of all permanent IT job vacancies advertised in Cambridgeshire 67.58% 57.55% 59.78%
Number of salaries quoted 934 1037 1059
Median salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.55%  
90% offered a salary of more than £29,300 £30,000 £28,500
10% offered a salary of more than £60,000 £62,500 £60,000
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

VBA
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing VBA as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for VBA in Cambridgeshire

VBA
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing VBA in Cambridgeshire.

Salary trend for VBA in Cambridgeshire

VBA
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing VBA in Cambridgeshire over the 3 months to 24 March 2017.

Salary histogram for VBA in Cambridgeshire

VBA
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing VBA within the Cambridgeshire region over the 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +9 3 £62,500 -
VBA
East of England

VBA
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 24 March 2017, IT jobs citing VBA 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 Cambridgeshire region with a requirement for VBA.

1 12 (85.71%) SQL
2 11 (78.57%) Business Intelligence
3 10 (71.43%) Data Modelling
3 10 (71.43%) Analytics
4 9 (64.29%) R
4 9 (64.29%) Lumira
4 9 (64.29%) ETL
4 9 (64.29%) Python
4 9 (64.29%) JavaScript
4 9 (64.29%) Oracle
4 9 (64.29%) BusinessObjects
4 9 (64.29%) Software Engineering
4 9 (64.29%) Spotfire
4 9 (64.29%) Statistics
4 9 (64.29%) Mathematics
4 9 (64.29%) Oracle BI EE
5 8 (57.14%) Oracle APEX
5 8 (57.14%) XML
5 8 (57.14%) Unix
5 8 (57.14%) PL/SQL
6 7 (50.00%) Pharmaceutical
6 7 (50.00%) Degree
7 6 (42.86%) Machine Learning
7 6 (42.86%) Physics
8 5 (35.71%) Business Analysis
8 5 (35.71%) Analytical Skills
8 5 (35.71%) Apache Spark
8 5 (35.71%) Algorithms
9 4 (28.57%) Data Analytics
9 4 (28.57%) Finance

VBA
Top Related IT Skills in Cambridgeshire 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 5 (35.71%) Apache Spark
2 2 (14.29%) SAS
Applications
1 2 (14.29%) SPSS
2 1 (7.14%) MS Excel
2 1 (7.14%) MS PowerPoint
Business Applications
1 2 (14.29%) Oracle BPM
2 1 (7.14%) Dynamics AX
2 1 (7.14%) Line 500
2 1 (7.14%) Sage 1000
2 1 (7.14%) Sage 200
2 1 (7.14%) Sage X3
Cloud Services
1 1 (7.14%) Google Analytics
Database & Business Intelligence
1 9 (64.29%) BusinessObjects
1 9 (64.29%) Lumira
1 9 (64.29%) Oracle BI EE
1 9 (64.29%) Spotfire
2 2 (14.29%) Data Lake
2 2 (14.29%) Data Warehouse
2 2 (14.29%) MS Access
2 2 (14.29%) SAP BW
3 1 (7.14%) Big Data
3 1 (7.14%) QlikView
3 1 (7.14%) SQL Server
3 1 (7.14%) SQL Server Reporting Services
Development Applications
1 8 (57.14%) Oracle APEX
General
1 7 (50.00%) Pharmaceutical
2 4 (28.57%) Finance
3 1 (7.14%) Advertising
3 1 (7.14%) Marketing
Job Titles
1 7 (50.00%) Data Scientist
2 4 (28.57%) Analyst
3 3 (21.43%) Business Intelligence Analyst
4 2 (14.29%) Algorithm Engineer
4 2 (14.29%) Data Analyst
4 2 (14.29%) Data Engineer
4 2 (14.29%) Senior Algorithm Engineer
4 2 (14.29%) Senior Data Engineer
5 1 (7.14%) Administrator
5 1 (7.14%) Consultant
5 1 (7.14%) DBA
5 1 (7.14%) Sage Consultant
5 1 (7.14%) Support Consultant
5 1 (7.14%) Systems Administrator
5 1 (7.14%) Web Analyst
Libraries, Frameworks & Software Standards
1 8 (57.14%) XML
2 3 (21.43%) scikit-learn
3 2 (14.29%) Apache Flex
3 2 (14.29%) D3.js
Miscellaneous
1 5 (35.71%) Algorithms
1 5 (35.71%) Analytical Skills
2 2 (14.29%) Computer Science
3 1 (7.14%) Management Information System
3 1 (7.14%) Social Media
Operating Systems
1 8 (57.14%) Unix
Processes & Methodologies
1 11 (78.57%) Business Intelligence
2 10 (71.43%) Analytics
2 10 (71.43%) Data Modelling
3 9 (64.29%) ETL
3 9 (64.29%) Mathematics
3 9 (64.29%) Software Engineering
3 9 (64.29%) Statistics
4 6 (42.86%) Machine Learning
4 6 (42.86%) Physics
5 5 (35.71%) Business Analysis
6 4 (28.57%) Data Analytics
7 3 (21.43%) Data Analysis
7 3 (21.43%) Project Management
8 2 (14.29%) Business Analytics
8 2 (14.29%) Business Process Analysis
8 2 (14.29%) Complexity Analysis
8 2 (14.29%) Data Management
8 2 (14.29%) Project Planning
9 1 (7.14%) Actionable Insight
9 1 (7.14%) Mathematical Modelling
Programming Languages
1 12 (85.71%) SQL
2 9 (64.29%) JavaScript
2 9 (64.29%) Python
2 9 (64.29%) R
3 8 (57.14%) PL/SQL
4 2 (14.29%) MATLAB
4 2 (14.29%) VB
5 1 (7.14%) VB6
Qualifications
1 7 (50.00%) Degree
Vendors
1 9 (64.29%) Oracle
2 3 (21.43%) SAP
3 2 (14.29%) Cognos
3 2 (14.29%) Hyperion
3 2 (14.29%) Minitab
3 2 (14.29%) Tableau
4 1 (7.14%) Facebook
4 1 (7.14%) Google
4 1 (7.14%) IBM
4 1 (7.14%) Sage
4 1 (7.14%) Tealeaf
4 1 (7.14%) Twitter