The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 3 months to 26 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.

Data Warehousing
Scotland / Edinburgh
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 58 52 21
Rank change year-on-year -6 -31  
Contract jobs citing Data Warehouse 24 46 86
As % of all contract IT jobs advertised in Edinburgh 1.98% 3.47% 5.98%
As % of the Database & Business Intelligence category 10.26% 15.97% 30.71%
Number of daily rates quoted 15 39 50
Median daily rate £400 £430 £363
Median daily rate % change year-on-year -6.97% +18.62%  
90% offered a daily rate of more than £322 £322 £270
10% offered a daily rate of more than £445 £500 £453
UK excluding London median daily rate £400 £410 £375
% change year-on-year -2.43% +9.33%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £52.00 £20.50 £31.50
% change year-on-year +153.65% -34.92%  

Data Warehouse 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 Edinburgh with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Edinburgh
Contract job vacancies with a requirement for database and business intelligence skills 234 288 280
As % of all contract IT job vacancies advertised in Edinburgh 19.26% 21.75% 19.47%
Number of daily rates quoted 124 153 161
Median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.66% +7.14%  
90% offered a daily rate of more than £325 £250 £259
10% offered a daily rate of more than £550 £500 £475
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 3 1 1
Median hourly rate £43.39 £42.50 £42.50
Median hourly rate % change year-on-year +2.09% -  
UK excluding London median hourly rate £38.00 £30.50 £26.00
% change year-on-year +24.59% +17.30%  

Data Warehouse
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Warehouse in Edinburgh

Data Warehouse
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Warehouse in Edinburgh.

Contractor daily rate trend for Data Warehouse in Edinburgh

Data Warehouse
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Data Warehouse in Edinburgh over the 3 months to 26 June 2017.

Contractor daily rate histogram for Data Warehouse in Edinburgh

Data Warehouse
Contractor Hourly Rate Trend in Edinburgh

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Warehouse in Edinburgh.

Contractor hourly rate trend for Data Warehouse in Edinburgh

For the 6 months to 26 June 2017, IT contractor jobs citing Data Warehouse 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 Edinburgh region with a requirement for Data Warehouse.

1 25 (56.82%) ETL
2 22 (50.00%) Finance
3 20 (45.45%) SQL
4 17 (38.64%) Oracle
5 16 (36.36%) Banking
6 15 (34.09%) Agile Software Development
7 12 (27.27%) Data Modelling
8 11 (25.00%) SAS
8 11 (25.00%) Teradata
8 11 (25.00%) Data Analysis
9 10 (22.73%) Retail
9 10 (22.73%) Data Architecture
9 10 (22.73%) SQL Server
9 10 (22.73%) Analytics
10 9 (20.45%) Cloudera
10 9 (20.45%) Migration
10 9 (20.45%) Hadoop
11 8 (18.18%) Data Management
11 8 (18.18%) Retail Banking
11 8 (18.18%) Business Intelligence
11 8 (18.18%) Big Data
12 7 (15.91%) SQL Server Integration Services
13 6 (13.64%) Business Analysis
13 6 (13.64%) Amazon AWS
13 6 (13.64%) Microsoft
14 5 (11.36%) Informatica
14 5 (11.36%) Web Services
14 5 (11.36%) Stakeholder Management
15 4 (9.09%) Visualisation
15 4 (9.09%) Scala

Data Warehouse
Co-occurring IT Skills in Edinburgh 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 11 (25.00%) SAS
2 4 (9.09%) Apache Spark
3 2 (4.55%) Apache Airflow
4 1 (2.27%) Oracle Spatial
4 1 (2.27%) SharePoint
Applications
1 2 (4.55%) Microsoft Project
2 1 (2.27%) Microsoft Excel
2 1 (2.27%) Microsoft PowerPoint
2 1 (2.27%) MS Visio
Business Applications
1 1 (2.27%) Markit EDM
Cloud Services
1 6 (13.64%) Amazon AWS
2 2 (4.55%) Amazon S3
3 1 (2.27%) Microsoft Azure
Communications & Networking
1 2 (4.55%) Internet
Database & Business Intelligence
1 10 (22.73%) SQL Server
2 9 (20.45%) Hadoop
3 8 (18.18%) Big Data
4 7 (15.91%) SQL Server Integration Services
5 4 (9.09%) Apache Cassandra
5 4 (9.09%) Data Lake
5 4 (9.09%) Enterprise Data Warehouse
5 4 (9.09%) HBase
5 4 (9.09%) Relational Database
6 3 (6.82%) RDBMS
7 2 (4.55%) Apache Hive
7 2 (4.55%) Impala
7 2 (4.55%) OLAP
7 2 (4.55%) Oracle Database
7 2 (4.55%) PowerCenter
7 2 (4.55%) SQL Server 2008
7 2 (4.55%) SQL Server 2012
7 2 (4.55%) SQL Server Reporting Services
8 1 (2.27%) NoSQL
8 1 (2.27%) PowerPivot
Development Applications
1 3 (6.82%) ERwin
2 1 (2.27%) Subversion
2 1 (2.27%) Talend Open Studio
2 1 (2.27%) TortoiseSVN
General
1 22 (50.00%) Finance
2 16 (36.36%) Banking
3 10 (22.73%) Retail
4 8 (18.18%) Retail Banking
5 1 (2.27%) Legal
Job Titles
1 19 (43.18%) Analyst
2 10 (22.73%) Data Analyst
3 8 (18.18%) Developer
4 6 (13.64%) Data Warehouse Analyst
5 5 (11.36%) Designer
5 5 (11.36%) ETL Developer
5 5 (11.36%) Solutions Designer
5 5 (11.36%) SQL Developer
6 4 (9.09%) Architect
6 4 (9.09%) Data Architect
6 4 (9.09%) Systems Analyst
6 4 (9.09%) Test Analyst
7 3 (6.82%) Business Analyst
7 3 (6.82%) Data Modeller
7 3 (6.82%) Data Warehouse Test Analyst
8 2 (4.55%) Business Intelligence Developer
8 2 (4.55%) Consultant
8 2 (4.55%) Data Warehouse Developer
8 2 (4.55%) Informatica Developer
8 2 (4.55%) Oracle Developer
Libraries, Frameworks & Software Standards
1 5 (11.36%) Web Services
2 2 (4.55%) Kafka
Miscellaneous
1 3 (6.82%) Analytical Skills
1 3 (6.82%) Taxonomies
2 2 (4.55%) Credit Risk
2 2 (4.55%) Data Structures
3 1 (2.27%) Mainframe
3 1 (2.27%) Management Information System
3 1 (2.27%) Social Media
Operating Systems
1 1 (2.27%) Unix
Processes & Methodologies
1 25 (56.82%) ETL
2 15 (34.09%) Agile Software Development
3 12 (27.27%) Data Modelling
4 11 (25.00%) Data Analysis
5 10 (22.73%) Analytics
5 10 (22.73%) Data Architecture
6 9 (20.45%) Migration
7 8 (18.18%) Business Intelligence
7 8 (18.18%) Data Management
8 6 (13.64%) Business Analysis
9 5 (11.36%) Stakeholder Management
10 4 (9.09%) Asset Management
10 4 (9.09%) Data Integration
10 4 (9.09%) Data Visualisation
10 4 (9.09%) Requirements Analysis
10 4 (9.09%) Visualisation
11 3 (6.82%) Master Data Management
11 3 (6.82%) Ontologies
11 3 (6.82%) Test Planning
12 2 (4.55%) Enterprise Architecture
Programming Languages
1 20 (45.45%) SQL
2 4 (9.09%) R
2 4 (9.09%) Scala
3 2 (4.55%) PL/SQL
4 1 (2.27%) T-SQL
Qualifications
1 2 (4.55%) Degree
1 2 (4.55%) ISEB
2 1 (2.27%) APMP
2 1 (2.27%) Oracle Certification
Quality Assurance & Compliance
1 4 (9.09%) Data Quality
2 1 (2.27%) SLA
System Software
1 2 (4.55%) HDFS
Systems Management
1 2 (4.55%) Hadoop YARN
1 2 (4.55%) HP Quality Center
1 2 (4.55%) Oozie
Vendors
1 17 (38.64%) Oracle
2 11 (25.00%) Teradata
3 9 (20.45%) Cloudera
4 6 (13.64%) Microsoft
5 5 (11.36%) Informatica
6 3 (6.82%) Netezza
7 2 (4.55%) Ab Initio
8 1 (2.27%) Alteryx
8 1 (2.27%) IBM
8 1 (2.27%) Pega
8 1 (2.27%) SAP
8 1 (2.27%) Tableau
8 1 (2.27%) Talend
8 1 (2.27%) Trillium
Edinburgh, Midlothian
Lorien Resourcing
Posted: 5 days ago