Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in West 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 6 months to 20 November 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)
Yorkshire > West Yorkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 140 147 159
Rank change year-on-year +7 +12 -42
Contract jobs citing OLAP 14 24 25
As % of all contract IT jobs advertised in West Yorkshire 0.46% 0.67% 0.56%
As % of the Database & Business Intelligence category 1.94% 2.70% 2.03%
Number of daily rates quoted 7 20 18
West Yorkshire median daily rate £350 £360 £450
Median daily rate % change year-on-year -2.78% -20.00% -5.26%
Yorkshire median daily rate £350 £375 £438
% change year-on-year -6.67% -14.29% -7.89%
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

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

All Database and Business Intelligence Skills
West Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 720 889 1229
As % of all contract IT jobs advertised in West Yorkshire 23.85% 24.94% 27.71%
Number of daily rates quoted 503 604 816
West Yorkshire median daily rate £400 £375 £374
Median daily rate % change year-on-year +6.67% +0.27% +6.86%
10th Percentile £305 £281 £275
90th Percentile £538 £523 £510
Yorkshire median daily rate £400 £380 £363
% change year-on-year +5.26% +4.83% +7.41%
Number of hourly rates quoted 3 14 17
West Yorkshire median hourly rate £22.00 £21.19 £17.50
Median hourly rate % change year-on-year +3.83% +21.07% +9.38%
10th Percentile £13.24 £13.50 £8.80
90th Percentile £24.90 £31.50 £41.22
Yorkshire median hourly rate £21.75 £14.25 £17.50
% change year-on-year +52.63% -18.57% +9.38%

OLAP
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for OLAP in West Yorkshire

OLAP
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for OLAP in West Yorkshire

OLAP
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for OLAP in West Yorkshire

OLAP
Contract Job Locations in West 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 West Yorkshire region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +2 6 £350 +2.94%
Bradford +19 4 - -
Halifax +14 1 £475 -
Wakefield - 1 - -
OLAP
Yorkshire

For the 6 months to 20 November 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 West Yorkshire region with a requirement for OLAP.

1 13 (92.86%) Microsoft
2 11 (78.57%) Data Warehouse
3 10 (71.43%) ETL
4 9 (64.29%) SQL Server Analysis Services
5 8 (57.14%) SQL Server
6 7 (50.00%) SQL
6 7 (50.00%) SQL Server Integration Services
6 7 (50.00%) Kimball Methodology
7 6 (42.86%) Performance Tuning
7 6 (42.86%) MDX
7 6 (42.86%) Microsoft Analysis Services
7 6 (42.86%) MOLAP
7 6 (42.86%) ROLAP
7 6 (42.86%) Star Schema
7 6 (42.86%) ETL Development
8 5 (35.71%) Business Intelligence
8 5 (35.71%) Data Modelling
9 4 (28.57%) OLAP Cube
9 4 (28.57%) Power BI
10 3 (21.43%) Data Virtualisation
10 3 (21.43%) Microsoft Azure
10 3 (21.43%) SOA
10 3 (21.43%) OLTP
10 3 (21.43%) Data Management
10 3 (21.43%) Business Continuity
10 3 (21.43%) Finance
11 2 (14.29%) Intranet
11 2 (14.29%) Extranet
11 2 (14.29%) B2B
11 2 (14.29%) B2C

OLAP
Co-occurring IT Skills in West 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 (7.14%) SAS
Cloud Services
1 3 (21.43%) Microsoft Azure
Communications & Networking
1 2 (14.29%) Extranet
1 2 (14.29%) Intranet
2 1 (7.14%) DNS
2 1 (7.14%) Firewall
Database & Business Intelligence
1 11 (78.57%) Data Warehouse
2 9 (64.29%) SQL Server Analysis Services
3 8 (57.14%) SQL Server
4 7 (50.00%) SQL Server Integration Services
5 6 (42.86%) Microsoft Analysis Services
5 6 (42.86%) MOLAP
5 6 (42.86%) ROLAP
5 6 (42.86%) Star Schema
6 4 (28.57%) OLAP Cube
6 4 (28.57%) Power BI
7 3 (21.43%) OLTP
8 2 (14.29%) Data Mining
9 1 (7.14%) IBM InfoSphere
9 1 (7.14%) Relational Database
9 1 (7.14%) SAS Data Integration Studio
9 1 (7.14%) SQL Server 2005
9 1 (7.14%) SQL Server 2008
9 1 (7.14%) SQL Server 2014
9 1 (7.14%) SQL Server 2016
9 1 (7.14%) SQL Server Reporting Services
General
1 3 (21.43%) Finance
Job Titles
1 9 (64.29%) Developer
2 6 (42.86%) ETL Developer
2 6 (42.86%) SSAS Developer
3 5 (35.71%) Architect
4 3 (21.43%) Data Architect
4 3 (21.43%) Solutions Architect
5 2 (14.29%) Business Intelligence Developer
6 1 (7.14%) Infrastructure Architect
6 1 (7.14%) Infrastructure Solutions Architect
6 1 (7.14%) Lead Architect
6 1 (7.14%) Lead Solutions Architect
6 1 (7.14%) Microsoft BI Developer
6 1 (7.14%) Microsoft Developer
6 1 (7.14%) Power BI Developer
6 1 (7.14%) SAS Developer
Libraries, Frameworks & Software Standards
1 6 (42.86%) MDX
2 1 (7.14%) .NET
2 1 (7.14%) REST
2 1 (7.14%) SOAP
2 1 (7.14%) WCF
2 1 (7.14%) WF
2 1 (7.14%) Windows Identity Foundation
2 1 (7.14%) XML
Miscellaneous
1 2 (14.29%) Analytical Skills
Operating Systems
1 1 (7.14%) Windows
Processes & Methodologies
1 10 (71.43%) ETL
2 7 (50.00%) Kimball Methodology
3 6 (42.86%) ETL Development
3 6 (42.86%) Performance Tuning
4 5 (35.71%) Business Intelligence
4 5 (35.71%) Data Modelling
5 3 (21.43%) Business Continuity
5 3 (21.43%) Data Management
5 3 (21.43%) Data Virtualisation
5 3 (21.43%) SOA
6 2 (14.29%) API Development
6 2 (14.29%) Coaching
6 2 (14.29%) Conceptual Models
6 2 (14.29%) Data Architecture
6 2 (14.29%) Data Governance
6 2 (14.29%) Data Integration
6 2 (14.29%) Line Management
6 2 (14.29%) Microservices
6 2 (14.29%) Performance Management
6 2 (14.29%) Unit Testing
Programming Languages
1 7 (50.00%) SQL
2 1 (7.14%) T-SQL
Quality Assurance & Compliance
1 1 (7.14%) GDPR
1 1 (7.14%) PCI DSS
System Software
1 1 (7.14%) Active Directory
Vendors
1 13 (92.86%) Microsoft
2 1 (7.14%) IBM
2 1 (7.14%) Red Hat