Period
to 18 December 2018

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

Online Analytical Processing (OLAP)
Cheshire > Warrington
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 63 69 78
Rank change year-on-year +6 +9 +11
Permanent jobs citing OLAP 6 8 2
As % of all permanent IT jobs advertised in Warrington 1.01% 1.27% 0.31%
As % of the Database & Business Intelligence category 2.86% 3.56% 0.84%
Number of salaries quoted 7 7 2
Warrington median annual salary £42,500 £45,000 £25,000
Median salary % change year-on-year -5.56% +80.00% -37.50%
10th Percentile £35,000 £27,650 £22,500
90th Percentile £46,500 £52,500 £27,500
Cheshire median annual salary £42,500 £45,000 £28,500
% change year-on-year -5.56% +57.89% -38.38%

OLAP is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warrington with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Warrington
Permanent vacancies with a requirement for database or business intelligence skills 210 225 237
As % of all permanent IT jobs advertised in Warrington 35.41% 35.71% 36.52%
Number of salaries quoted 185 208 223
Warrington median annual salary £44,000 £40,000 £40,000
Median salary % change year-on-year +10.00% - +6.67%
10th Percentile £31,250 £27,500 £30,750
90th Percentile £65,000 £68,750 £49,750
Cheshire median annual salary £45,000 £42,500 £36,500
% change year-on-year +5.88% +16.44% -8.75%

OLAP
Job Vacancy Trend in Warrington

Job postings citing OLAP as a percentage of all IT jobs advertised in Warrington.

Job vacancy trend for OLAP in Warrington

OLAP
Salary Trend in Warrington

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

Salary trend for OLAP in Warrington

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

1 6 (100.00%) SQL Server
1 6 (100.00%) OLAP Cube
2 5 (83.33%) SQL Server Analysis Services
2 5 (83.33%) SQL Server Integration Services
2 5 (83.33%) SQL
2 5 (83.33%) Data Warehouse
3 4 (66.67%) T-SQL
3 4 (66.67%) Performance Tuning
4 3 (50.00%) SQL Server Reporting Services
4 3 (50.00%) ETL
4 3 (50.00%) Business Intelligence
5 2 (33.33%) Microsoft
5 2 (33.33%) VBA
5 2 (33.33%) Data Analysis
5 2 (33.33%) Data Extraction
5 2 (33.33%) PowerShell
5 2 (33.33%) Performance Monitoring
5 2 (33.33%) Analytical Skills
5 2 (33.33%) Statistics
5 2 (33.33%) Visualisation
5 2 (33.33%) Data Visualisation
5 2 (33.33%) High Availability
5 2 (33.33%) Analytical Thinking
5 2 (33.33%) Agile Software Development
5 2 (33.33%) Problem-Solving
6 1 (16.67%) Self-Motivation
6 1 (16.67%) Data Quality
6 1 (16.67%) SQL Server 2008
6 1 (16.67%) Microsoft Excel
6 1 (16.67%) Finance

OLAP
Co-occurring IT Skills in Warrington 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:

Applications
1 1 (16.67%) Microsoft Excel
Database & Business Intelligence
1 6 (100.00%) OLAP Cube
1 6 (100.00%) SQL Server
2 5 (83.33%) Data Warehouse
2 5 (83.33%) SQL Server Analysis Services
2 5 (83.33%) SQL Server Integration Services
3 3 (50.00%) SQL Server Reporting Services
4 1 (16.67%) MySQL
4 1 (16.67%) SQL Server 2008
General
1 1 (16.67%) Finance
Job Titles
1 4 (66.67%) Developer
2 3 (50.00%) DBA
3 2 (33.33%) Administrator
3 2 (33.33%) Business Intelligence Developer
3 2 (33.33%) SSIS Developer
3 2 (33.33%) SSRS Developer
4 1 (16.67%) SQL DBA
4 1 (16.67%) SQL Developer
4 1 (16.67%) SQL Server DBA
4 1 (16.67%) SQL Server Developer
4 1 (16.67%) Technical Administrator
Miscellaneous
1 2 (33.33%) Analytical Skills
2 1 (16.67%) Self-Motivation
Processes & Methodologies
1 4 (66.67%) Performance Tuning
2 3 (50.00%) Business Intelligence
2 3 (50.00%) ETL
3 2 (33.33%) Agile Software Development
3 2 (33.33%) Analytical Thinking
3 2 (33.33%) Data Analysis
3 2 (33.33%) Data Extraction
3 2 (33.33%) Data Visualisation
3 2 (33.33%) High Availability
3 2 (33.33%) Performance Monitoring
3 2 (33.33%) Problem-Solving
3 2 (33.33%) Statistics
3 2 (33.33%) Visualisation
4 1 (16.67%) Business Continuity
Programming Languages
1 5 (83.33%) SQL
2 4 (66.67%) T-SQL
3 2 (33.33%) PowerShell
3 2 (33.33%) VBA
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
Vendors
1 2 (33.33%) Microsoft