The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for OLAP skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited OLAP over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Online Analytical Processing (OLAP)
England / Yorkshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 116 136 120
Rank change year-on-year +20 -16  
Contract jobs citing OLAP 7 9 30
As % of all contract IT jobs advertised in Yorkshire 0.35% 0.33% 1.02%
As % of the Database & Business Intelligence category 1.54% 1.39% 3.40%
Number of daily rates quoted 4 5 27
Median daily rate £375 £538 £425
Median daily rate % change year-on-year -30.23% +26.47%  
UK excluding London median daily rate £378 £413 £425
% change year-on-year -8.48% -2.94%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £52.50 - -

OLAP is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Yorkshire with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Yorkshire
Contract job vacancies with a requirement for database and business intelligence skills 454 646 883
As % of all contract IT job vacancies advertised in Yorkshire 22.81% 23.33% 29.94%
Number of daily rates quoted 282 469 590
Median daily rate £375 £400 £350
Median daily rate % change year-on-year -6.25% +14.28%  
90% offered a daily rate of more than £315 £300 £275
10% offered a daily rate of more than £500 £600 £475
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 6 8 13
Median hourly rate £19.75 £16.09 £35.00
Median hourly rate % change year-on-year +22.74% -54.02%  
UK excluding London median hourly rate £38.00 £30.50 £26.00
% change year-on-year +24.59% +17.30%  

OLAP
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing OLAP as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for OLAP in Yorkshire

OLAP
Contractor Daily Rate Trend in Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing OLAP in Yorkshire.

Contractor daily rate trend for OLAP in Yorkshire

OLAP
Contractor Hourly Rate Trend in Yorkshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing OLAP in Yorkshire.

Contractor hourly rate trend for OLAP in Yorkshire

OLAP
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing OLAP within the Yorkshire region over the 3 months to 25 June 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +18 6 £375 -30.23% 1
East Yorkshire - 1 £363 -
OLAP
England

For the 6 months to 25 June 2017, IT contractor jobs citing OLAP also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Yorkshire region with a requirement for OLAP.

1 7 (58.33%) SQL Server
2 6 (50.00%) Data Warehouse
2 6 (50.00%) Microsoft
3 5 (41.67%) OLTP
3 5 (41.67%) Intranet
3 5 (41.67%) Extranet
3 5 (41.67%) Business Continuity
3 5 (41.67%) Microsoft Analysis Services
3 5 (41.67%) B2B
3 5 (41.67%) B2C
3 5 (41.67%) SOA
3 5 (41.67%) ETL
3 5 (41.67%) SQL
3 5 (41.67%) SQL Server Integration Services
3 5 (41.67%) SQL Server Analysis Services
4 4 (33.33%) MDX
4 4 (33.33%) Kimball Methodology
4 4 (33.33%) Performance Tuning
4 4 (33.33%) ETL Development
4 4 (33.33%) Data Modelling
4 4 (33.33%) Finance
5 3 (25.00%) XML
6 2 (16.67%) SOAP
6 2 (16.67%) .NET
6 2 (16.67%) MOLAP
6 2 (16.67%) Data Management
6 2 (16.67%) ROLAP
6 2 (16.67%) Star Schema
6 2 (16.67%) Relational Database
6 2 (16.67%) Master Data Management

OLAP
Co-occurring IT Skills in Yorkshire 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 1 (8.33%) SAS
Business Applications
1 1 (8.33%) Dynamics CRM
Cloud Services
1 2 (16.67%) Microsoft Azure
2 1 (8.33%) Amazon AWS
Communications & Networking
1 5 (41.67%) Extranet
1 5 (41.67%) Intranet
Database & Business Intelligence
1 7 (58.33%) SQL Server
2 6 (50.00%) Data Warehouse
3 5 (41.67%) Microsoft Analysis Services
3 5 (41.67%) OLTP
3 5 (41.67%) SQL Server Analysis Services
3 5 (41.67%) SQL Server Integration Services
4 2 (16.67%) MOLAP
4 2 (16.67%) Relational Database
4 2 (16.67%) ROLAP
4 2 (16.67%) SQL Server 2005
4 2 (16.67%) Star Schema
5 1 (8.33%) Big Data
5 1 (8.33%) OLAP Cube
5 1 (8.33%) Oracle OLAP
5 1 (8.33%) Power BI
5 1 (8.33%) SAS Data Integration Studio
5 1 (8.33%) SQL Server 2008
5 1 (8.33%) SQL Server Reporting Services
General
1 4 (33.33%) Finance
Job Titles
1 6 (50.00%) Architect
1 6 (50.00%) Developer
2 5 (41.67%) Solutions Architect
3 4 (33.33%) ETL Developer
3 4 (33.33%) SSAS Developer
4 2 (16.67%) Lead Architect
4 2 (16.67%) Lead Solutions Architect
5 1 (8.33%) Azure Architect
5 1 (8.33%) Azure Developer
5 1 (8.33%) Business Intelligence Developer
5 1 (8.33%) Data Architect
5 1 (8.33%) Mobile Solutions Architect
5 1 (8.33%) Power BI Developer
5 1 (8.33%) SAS Developer
5 1 (8.33%) Web Architect
Libraries, Frameworks & Software Standards
1 4 (33.33%) MDX
2 3 (25.00%) XML
3 2 (16.67%) .NET
3 2 (16.67%) REST
3 2 (16.67%) SOAP
3 2 (16.67%) WCF
3 2 (16.67%) WF
3 2 (16.67%) Windows Identity Foundation
4 1 (8.33%) Web Services
Miscellaneous
1 1 (8.33%) Data Protection Act
1 1 (8.33%) Mobile App
Processes & Methodologies
1 5 (41.67%) B2B
1 5 (41.67%) B2C
1 5 (41.67%) Business Continuity
1 5 (41.67%) ETL
1 5 (41.67%) SOA
2 4 (33.33%) Data Modelling
2 4 (33.33%) ETL Development
2 4 (33.33%) Kimball Methodology
2 4 (33.33%) Performance Tuning
3 2 (16.67%) Data Management
3 2 (16.67%) Data Protection
3 2 (16.67%) Master Data Management
4 1 (8.33%) Business Intelligence
4 1 (8.33%) Coaching
4 1 (8.33%) CRM
4 1 (8.33%) Data Mapping
4 1 (8.33%) Data Migration
4 1 (8.33%) Migration
4 1 (8.33%) Performance Management
4 1 (8.33%) Test Automation
Programming Languages
1 5 (41.67%) SQL
2 1 (8.33%) PowerShell
2 1 (8.33%) T-SQL
Quality Assurance & Compliance
1 2 (16.67%) PCI DSS
2 1 (8.33%) GDPR
Vendors
1 6 (50.00%) Microsoft
2 1 (8.33%) Oracle
Yorkshire
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