Period
to 20 November 2017

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 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)
England > Yorkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 163 170 187
Rank change year-on-year +7 +17 -34
Contract jobs citing OLAP 22 30 31
As % of all contract IT jobs advertised in Yorkshire 0.50% 0.56% 0.50%
As % of the Database & Business Intelligence category 2.26% 2.24% 1.91%
Number of daily rates quoted 11 23 23
Yorkshire median daily rate £350 £375 £438
Median daily rate % change year-on-year -6.67% -14.29% -7.89%
England median daily rate £475 £425 £425
% change year-on-year +11.76% - -
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £55.00 - -

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 974 1338 1624
As % of all contract IT jobs advertised in Yorkshire 22.20% 24.86% 26.27%
Number of daily rates quoted 656 912 1099
Yorkshire median daily rate £400 £380 £363
Median daily rate % change year-on-year +5.26% +4.83% +7.41%
10th Percentile £305 £281 £270
90th Percentile £538 £538 £512
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 8 22 24
Yorkshire median hourly rate £21.75 £14.25 £17.50
Median hourly rate % change year-on-year +52.63% -18.57% +9.38%
10th Percentile £11.75 £12.30 £9.30
90th Percentile £37.85 £31.50 £37.04
England median hourly rate £31.50 £28.00 £27.89
% change year-on-year +12.50% +0.39% +15.01%

OLAP
Job Vacancy Trend in Yorkshire

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

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 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
West Yorkshire +7 14 £350 -2.78% 2
South Yorkshire +15 1 £493 +6.49% 1
North Yorkshire +7 1 - - 1
East Yorkshire - 1 £368 -
OLAP
England

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 Yorkshire region with a requirement for OLAP.

1 18 (81.82%) Microsoft
2 15 (68.18%) Data Warehouse
3 12 (54.55%) SQL Server
3 12 (54.55%) SQL Server Analysis Services
4 11 (50.00%) SQL Server Integration Services
5 10 (45.45%) ETL
6 9 (40.91%) Business Intelligence
6 9 (40.91%) Kimball Methodology
7 8 (36.36%) SQL
7 8 (36.36%) OLTP
8 7 (31.82%) Data Modelling
8 7 (31.82%) SOA
8 7 (31.82%) Microsoft Analysis Services
8 7 (31.82%) Business Continuity
8 7 (31.82%) Microsoft Azure
9 6 (27.27%) MDX
9 6 (27.27%) B2B
9 6 (27.27%) B2C
9 6 (27.27%) MOLAP
9 6 (27.27%) Intranet
9 6 (27.27%) Extranet
9 6 (27.27%) ROLAP
9 6 (27.27%) Star Schema
9 6 (27.27%) Performance Tuning
9 6 (27.27%) Microservices
9 6 (27.27%) ETL Development
10 5 (22.73%) Power BI
10 5 (22.73%) OLAP Cube
10 5 (22.73%) Active Directory
10 5 (22.73%) Red Hat

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 (4.55%) SAS
Cloud Services
1 7 (31.82%) Microsoft Azure
Communications & Networking
1 6 (27.27%) Extranet
1 6 (27.27%) Intranet
2 5 (22.73%) DNS
2 5 (22.73%) Firewall
Database & Business Intelligence
1 15 (68.18%) Data Warehouse
2 12 (54.55%) SQL Server
2 12 (54.55%) SQL Server Analysis Services
3 11 (50.00%) SQL Server Integration Services
4 8 (36.36%) OLTP
5 7 (31.82%) Microsoft Analysis Services
6 6 (27.27%) MOLAP
6 6 (27.27%) ROLAP
6 6 (27.27%) Star Schema
7 5 (22.73%) OLAP Cube
7 5 (22.73%) Power BI
7 5 (22.73%) SQL Server Reporting Services
8 2 (9.09%) Data Mining
8 2 (9.09%) SQL Server 2008
8 2 (9.09%) SQL Server 2012
9 1 (4.55%) IBM InfoSphere
9 1 (4.55%) MySQL
9 1 (4.55%) Relational Database
9 1 (4.55%) SAS Data Integration Studio
9 1 (4.55%) SQL Server 2005
General
1 4 (18.18%) Finance
2 2 (9.09%) Retail
Job Titles
1 12 (54.55%) Developer
2 10 (45.45%) Architect
3 7 (31.82%) Solutions Architect
4 6 (27.27%) ETL Developer
4 6 (27.27%) SSAS Developer
5 5 (22.73%) Business Intelligence Developer
6 4 (18.18%) Data Architect
7 2 (9.09%) Data Warehouse Developer
7 2 (9.09%) Power BI Developer
8 1 (4.55%) Infrastructure Architect
8 1 (4.55%) Infrastructure Solutions Architect
8 1 (4.55%) Lead Architect
8 1 (4.55%) Lead Solutions Architect
8 1 (4.55%) Microsoft BI Developer
8 1 (4.55%) Microsoft Developer
8 1 (4.55%) SAS Developer
8 1 (4.55%) SQL Server Architect
Libraries, Frameworks & Software Standards
1 6 (27.27%) MDX
2 2 (9.09%) XML
3 1 (4.55%) .NET
3 1 (4.55%) REST
3 1 (4.55%) SOAP
3 1 (4.55%) WCF
3 1 (4.55%) WF
3 1 (4.55%) Windows Identity Foundation
Miscellaneous
1 2 (9.09%) Analytical Skills
Operating Systems
1 5 (22.73%) Windows
Processes & Methodologies
1 10 (45.45%) ETL
2 9 (40.91%) Business Intelligence
2 9 (40.91%) Kimball Methodology
3 7 (31.82%) Business Continuity
3 7 (31.82%) Data Modelling
3 7 (31.82%) SOA
4 6 (27.27%) B2B
4 6 (27.27%) B2C
4 6 (27.27%) ETL Development
4 6 (27.27%) Microservices
4 6 (27.27%) Performance Tuning
5 5 (22.73%) Load Balancing
6 4 (18.18%) Data Management
7 3 (13.64%) Data Architecture
7 3 (13.64%) Data Integration
7 3 (13.64%) Data Virtualisation
7 3 (13.64%) Mentoring
8 2 (9.09%) Coaching
8 2 (9.09%) Line Management
8 2 (9.09%) Master Data Management
Programming Languages
1 8 (36.36%) SQL
2 2 (9.09%) T-SQL
3 1 (4.55%) PowerShell
Quality Assurance & Compliance
1 1 (4.55%) GDPR
1 1 (4.55%) PCI DSS
System Software
1 5 (22.73%) Active Directory
2 4 (18.18%) VMware Infrastructure
Vendors
1 18 (81.82%) Microsoft
2 5 (22.73%) Red Hat
3 4 (18.18%) VMware
4 1 (4.55%) IBM