Period
to 18 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Watford with a requirement for MDX skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MDX over the 6 months to 18 December 2018 with a comparison to the same period in the previous 2 years.

Multidimensional Expressions (MDX)
Hertfordshire > Watford
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 93 82 76
Rank change year-on-year -11 -6 -
Permanent jobs citing MDX 12 16 15
As % of all permanent IT jobs advertised in Watford 1.27% 1.73% 1.48%
As % of the Libraries, Frameworks & Software Standards category 3.03% 3.57% 4.73%
Number of salaries quoted 10 13 15
Watford median annual salary £50,500 £55,000 £55,000
Median salary % change year-on-year -8.18% - -
Hertfordshire median annual salary £53,750 £55,000 £55,000
% change year-on-year -2.27% - -6.38%

MDX is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Watford with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Watford
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 396 448 317
As % of all permanent IT jobs advertised in Watford 41.77% 48.43% 31.36%
Number of salaries quoted 313 382 287
Watford median annual salary £50,000 £52,500 £55,000
Median salary % change year-on-year -4.76% -4.55% +20.88%
10th Percentile £31,250 £33,750 £32,500
90th Percentile £73,500 £67,500 £77,500
Hertfordshire median annual salary £51,500 £50,000 £50,000
% change year-on-year +3.00% - +11.11%

MDX
Job Vacancy Trend in Watford

Job postings citing MDX as a percentage of all IT jobs advertised in Watford.

Job vacancy trend for MDX in Watford

MDX
Salary Trend in Watford

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

Salary trend for MDX in Watford

MDX
Salary Histogram in Watford

The salary distribution of IT jobs citing MDX in Watford over the 6 months to 18 December 2018.

Salary histogram for MDX in Watford

For the 6 months to 18 December 2018, IT jobs citing MDX 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 Watford region with a requirement for MDX.

1 12 (100.00%) SQL
1 12 (100.00%) T-SQL
1 12 (100.00%) SQL Server
1 12 (100.00%) Business Intelligence
1 12 (100.00%) Microsoft
1 12 (100.00%) SQL Server Reporting Services
1 12 (100.00%) SQL Server Integration Services
1 12 (100.00%) SQL Server Analysis Services
1 12 (100.00%) Power BI
2 9 (75.00%) Greenfield Project
2 9 (75.00%) Visualisation
2 9 (75.00%) Microsoft Azure
2 9 (75.00%) Data Analysis Expressions (DAX)
3 8 (66.67%) Data Warehouse
4 7 (58.33%) SQL Server 2012
5 4 (33.33%) Marketing
5 4 (33.33%) Technical Leadership
5 4 (33.33%) Line Management
6 3 (25.00%) Performance Tuning
6 3 (25.00%) PowerShell
6 3 (25.00%) Database Tuning
6 3 (25.00%) Team Foundation Server
6 3 (25.00%) MS Access
6 3 (25.00%) Unit Testing
6 3 (25.00%) ETL Development
6 3 (25.00%) SQL Server 2016
6 3 (25.00%) Data Modelling
6 3 (25.00%) ETL
6 3 (25.00%) VBA
7 2 (16.67%) .NET

MDX
Co-occurring IT Skills in Watford 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:

Cloud Services
1 9 (75.00%) Microsoft Azure
Communications & Networking
1 2 (16.67%) DNS
1 2 (16.67%) Firewall
Database & Business Intelligence
1 12 (100.00%) Power BI
1 12 (100.00%) SQL Server
1 12 (100.00%) SQL Server Analysis Services
1 12 (100.00%) SQL Server Integration Services
1 12 (100.00%) SQL Server Reporting Services
2 8 (66.67%) Data Warehouse
3 7 (58.33%) SQL Server 2012
4 3 (25.00%) MS Access
4 3 (25.00%) SQL Server 2016
5 2 (16.67%) SAP Data Services
Development Applications
1 3 (25.00%) Team Foundation Server
General
1 4 (33.33%) Marketing
Job Titles
1 12 (100.00%) Developer
2 11 (91.67%) Business Intelligence Developer
3 5 (41.67%) SQL BI Developer
3 5 (41.67%) SQL Developer
4 3 (25.00%) Data Warehouse Developer
4 3 (25.00%) ETL Developer
5 2 (16.67%) Analyst
5 2 (16.67%) Analyst Developer
5 2 (16.67%) Business Intelligence Analyst
5 2 (16.67%) Business Intelligence Lead
5 2 (16.67%) Database Developer
5 2 (16.67%) Lead Developer
5 2 (16.67%) Senior Analyst
5 2 (16.67%) Senior Analyst Developer
5 2 (16.67%) Senior Business Intelligence Analyst
5 2 (16.67%) Senior Business Intelligence Developer
5 2 (16.67%) Senior Developer
5 2 (16.67%) SQL Database Developer
5 2 (16.67%) SSIS Developer
Libraries, Frameworks & Software Standards
1 2 (16.67%) .NET
1 2 (16.67%) REST
1 2 (16.67%) SOAP
1 2 (16.67%) Web Services
Miscellaneous
1 9 (75.00%) Greenfield Project
2 2 (16.67%) Analytical Skills
2 2 (16.67%) Management Information System
Processes & Methodologies
1 12 (100.00%) Business Intelligence
2 9 (75.00%) Visualisation
3 4 (33.33%) Line Management
3 4 (33.33%) Technical Leadership
4 3 (25.00%) Data Modelling
4 3 (25.00%) Database Tuning
4 3 (25.00%) ETL
4 3 (25.00%) ETL Development
4 3 (25.00%) Performance Tuning
4 3 (25.00%) Unit Testing
5 2 (16.67%) Computer Science
5 2 (16.67%) Continuous Improvement
5 2 (16.67%) Problem-Solving
5 2 (16.67%) Time Management
Programming Languages
1 12 (100.00%) SQL
1 12 (100.00%) T-SQL
2 9 (75.00%) Data Analysis Expressions (DAX)
3 3 (25.00%) PowerShell
3 3 (25.00%) VBA
Qualifications
1 2 (16.67%) Degree
Vendors
1 12 (100.00%) Microsoft
2 2 (16.67%) SAP