Period
to 21 July 2018

The following table provides summary statistics for contract job vacancies advertised in the North West 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 6 months to 21 July 2018 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
England > North West
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 108 62 110
Rank change year-on-year -46 +48 -70
Contract jobs citing Data Warehouse 120 176 135
As % of all contract IT jobs advertised in the North West 1.94% 3.08% 1.75%
As % of the Database & Business Intelligence category 9.39% 13.56% 7.95%
Number of daily rates quoted 81 100 90
North West median daily rate £400 £400 £400
10th Percentile £313 £266 £202
90th Percentile £563 £602 £648
England median daily rate £463 £450 £430
% change year-on-year +2.78% +4.65% +1.18%
Number of hourly rates quoted 0 2 5
North West median hourly rate - £28.25 £20.50
Median hourly rate % change year-on-year - +37.80% -37.88%
England median hourly rate £30.75 £34.62 £23.00
% change year-on-year -11.18% +50.52% -32.35%

Data Warehouse 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 the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Contract vacancies with a requirement for database or business intelligence skills 1,278 1,298 1,698
As % of all contract IT jobs advertised in the North West 20.64% 22.72% 22.05%
Number of daily rates quoted 890 801 1,057
North West median daily rate £390 £375 £375
Median daily rate % change year-on-year +4.00% - -
10th Percentile £268 £263 £250
90th Percentile £575 £531 £525
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 22 30 54
North West median hourly rate £35.00 £41.63 £39.38
Median hourly rate % change year-on-year -15.92% +5.71% -7.35%
10th Percentile £12.53 £14.64 £15.73
90th Percentile £54.85 £50.50 £58.84
England median hourly rate £32.25 £30.00 £29.88
% change year-on-year +7.50% +0.40% +19.52%

Data Warehouse
Job Vacancy Trend in the North West

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Data Warehouse in the North West

Data Warehouse
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for Data Warehouse in the North West

Data Warehouse
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Data Warehouse in the North West over the 6 months to 21 July 2018.

Contractor daily rate histogram for Data Warehouse in the North West

Data Warehouse
Contractor Hourly Rate Trend in the North West

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

Contractor hourly rate trend for Data Warehouse in the North West

Data Warehouse
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the North West region over the 6 months to 21 July 2018. 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
Manchester -31 65 £405 +8.00% 29
Cheshire -27 26 £434 +8.44% 13
Merseyside +20 17 £400 -7.83% 9
Lancashire -16 5 £260 -53.15% 2
Cumbria -4 1 - -
Data Warehouse
England

For the 6 months to 21 July 2018, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the North West region with a requirement for Data Warehouse.

1 72 (60.00%) SQL
2 69 (57.50%) Business Intelligence
3 51 (42.50%) ETL
4 38 (31.67%) Finance
5 37 (30.83%) Oracle
6 31 (25.83%) SQL Server
7 29 (24.17%) Data Modelling
8 27 (22.50%) Analytics
9 25 (20.83%) Agile Software Development
9 25 (20.83%) Hadoop
10 24 (20.00%) SQL Server Integration Services
11 22 (18.33%) SQL Server Reporting Services
12 21 (17.50%) SAS
12 21 (17.50%) Microsoft
13 20 (16.67%) Big Data
14 18 (15.00%) Visualisation
14 18 (15.00%) T-SQL
14 18 (15.00%) Relational Database
15 17 (14.17%) Informatica
16 16 (13.33%) Analytical Skills
17 15 (12.50%) BusinessObjects
17 15 (12.50%) PostgreSQL
17 15 (12.50%) Stakeholder Management
17 15 (12.50%) Tableau
17 15 (12.50%) Dimensional Modelling
18 14 (11.67%) SQL Server Analysis Services
18 14 (11.67%) Data Visualisation
18 14 (11.67%) Data Integration
18 14 (11.67%) Data Architecture
18 14 (11.67%) Unix

Data Warehouse
Co-occurring IT Skills in the North West 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 21 (17.50%) SAS
2 5 (4.17%) Apache Spark
3 2 (1.67%) Apache
3 2 (1.67%) Elasticsearch
3 2 (1.67%) SharePoint
4 1 (0.83%) Oracle Workflow
4 1 (0.83%) SharePoint Server
Applications
1 8 (6.67%) Microsoft Excel
2 5 (4.17%) Microsoft Office
3 2 (1.67%) Microsoft Project
4 1 (0.83%) Microsoft PowerPoint
4 1 (0.83%) MS Visio
Business Applications
1 1 (0.83%) SAP CO
1 1 (0.83%) SAP FI
1 1 (0.83%) SAP FI/CO
Cloud Services
1 12 (10.00%) Microsoft Azure
2 6 (5.00%) Amazon AWS
3 3 (2.50%) Cloud Computing
3 3 (2.50%) GitHub
4 2 (1.67%) Google Drive
4 2 (1.67%) IaaS
4 2 (1.67%) PaaS
4 2 (1.67%) SaaS
4 2 (1.67%) Trello
5 1 (0.83%) Azure Data Factory
5 1 (0.83%) Azure Machine Learning
5 1 (0.83%) Google Cloud Platform
Communications & Networking
1 5 (4.17%) SMS
2 1 (0.83%) SSL
Database & Business Intelligence
1 31 (25.83%) SQL Server
2 25 (20.83%) Hadoop
3 24 (20.00%) SQL Server Integration Services
4 22 (18.33%) SQL Server Reporting Services
5 20 (16.67%) Big Data
6 18 (15.00%) Relational Database
7 15 (12.50%) BusinessObjects
7 15 (12.50%) PostgreSQL
8 14 (11.67%) Enterprise Data Warehouse
8 14 (11.67%) SQL Server Analysis Services
9 11 (9.17%) Base SAS
9 11 (9.17%) Oracle Database
9 11 (9.17%) SAS Data Integration Studio
9 11 (9.17%) SAS Enterprise Guide
10 10 (8.33%) HBase
10 10 (8.33%) Oracle Database 11g
10 10 (8.33%) Power BI
10 10 (8.33%) SQL Server 2008
11 9 (7.50%) MongoDB
12 8 (6.67%) Apache Hive
Development Applications
1 7 (5.83%) ERwin
2 4 (3.33%) Visual Studio
3 3 (2.50%) ER Studio
3 3 (2.50%) Git (software)
4 2 (1.67%) GitLab
4 2 (1.67%) Jenkins
4 2 (1.67%) JIRA
4 2 (1.67%) Toad
5 1 (0.83%) Atlassian Bamboo
5 1 (0.83%) Subversion
5 1 (0.83%) Team Foundation Server
General
1 38 (31.67%) Finance
2 13 (10.83%) Banking
3 5 (4.17%) Retail
4 3 (2.50%) Pharmaceutical
5 2 (1.67%) Legal
5 2 (1.67%) Marketing
6 1 (0.83%) Manufacturing
6 1 (0.83%) Telecoms
Job Titles
1 56 (46.67%) Developer
2 22 (18.33%) Analyst
3 14 (11.67%) Business Intelligence Developer
4 12 (10.00%) SQL Developer
5 11 (9.17%) Architect
5 11 (9.17%) Data Engineer
6 9 (7.50%) Data Analyst
7 8 (6.67%) Consultant
8 7 (5.83%) Data Architect
9 6 (5.00%) Data Warehouse Developer
10 5 (4.17%) Analyst Developer
10 5 (4.17%) ETL Developer
10 5 (4.17%) Oracle Developer
10 5 (4.17%) Project Manager
10 5 (4.17%) SAS Developer
11 4 (3.33%) SQL BI Developer
11 4 (3.33%) Teradata Developer
12 3 (2.50%) Business Intelligence Architect
12 3 (2.50%) Report Developer
12 3 (2.50%) SAS Consultant
Libraries, Frameworks & Software Standards
1 4 (3.33%) .NET
1 4 (3.33%) XML
2 2 (1.67%) Kafka
2 2 (1.67%) MDX
2 2 (1.67%) PostGIS
3 1 (0.83%) .NET Framework
3 1 (0.83%) CGI
3 1 (0.83%) Elastic Stack
3 1 (0.83%) Web Services
Miscellaneous
1 16 (13.33%) Analytical Skills
2 10 (8.33%) Management Information System
3 9 (7.50%) NHS
4 7 (5.83%) Enterprise Software
5 4 (3.33%) Replication
5 4 (3.33%) User Experience
6 3 (2.50%) Data Structures
6 3 (2.50%) Greenfield Project
7 2 (1.67%) Taxonomies
8 1 (0.83%) Clustering
8 1 (0.83%) Credit Risk
8 1 (0.83%) FMCG
8 1 (0.83%) Self-Motivation
Operating Systems
1 14 (11.67%) Unix
2 2 (1.67%) Linux
2 2 (1.67%) Windows
2 2 (1.67%) Windows Server
Processes & Methodologies
1 69 (57.50%) Business Intelligence
2 51 (42.50%) ETL
3 29 (24.17%) Data Modelling
4 27 (22.50%) Analytics
5 25 (20.83%) Agile Software Development
6 18 (15.00%) Visualisation
7 15 (12.50%) Dimensional Modelling
7 15 (12.50%) Stakeholder Management
8 14 (11.67%) Data Architecture
8 14 (11.67%) Data Integration
8 14 (11.67%) Data Visualisation
9 12 (10.00%) Data Analysis
9 12 (10.00%) Data Management
9 12 (10.00%) Migration
10 11 (9.17%) Data Strategy
10 11 (9.17%) Performance Tuning
10 11 (9.17%) Problem-Solving
11 9 (7.50%) Coaching
11 9 (7.50%) Open Source
12 8 (6.67%) Data Security
Programming Languages
1 72 (60.00%) SQL
2 18 (15.00%) T-SQL
3 12 (10.00%) Python
4 9 (7.50%) Shell Script
5 7 (5.83%) Java
5 7 (5.83%) PL/SQL
6 6 (5.00%) JavaScript
7 3 (2.50%) Data Analysis Expressions (DAX)
8 2 (1.67%) C#
8 2 (1.67%) Perl
8 2 (1.67%) Scala
8 2 (1.67%) VBA
9 1 (0.83%) ABAP
9 1 (0.83%) C
9 1 (0.83%) R
9 1 (0.83%) VB.NET
Qualifications
1 6 (5.00%) Security Cleared
2 5 (4.17%) Degree
3 2 (1.67%) SC Cleared
4 1 (0.83%) ISEB
4 1 (0.83%) ISTQB
4 1 (0.83%) Microsoft Certification
Quality Assurance & Compliance
1 11 (9.17%) Data Quality
2 6 (5.00%) QA
3 2 (1.67%) PMO
4 1 (0.83%) GDPR
System Software
1 5 (4.17%) Tivoli Workload Scheduler
2 2 (1.67%) Docker
2 2 (1.67%) Virtual Servers
Systems Management
1 5 (4.17%) Tivoli
2 2 (1.67%) Kibana
2 2 (1.67%) Systems Management Server (SMS)
Vendors
1 37 (30.83%) Oracle
2 21 (17.50%) Microsoft
3 17 (14.17%) Informatica
4 15 (12.50%) Tableau
5 10 (8.33%) SAP
6 8 (6.67%) IBM
6 8 (6.67%) Teradata
7 7 (5.83%) CA
8 6 (5.00%) Talend
9 4 (3.33%) Google
10 3 (2.50%) Ab Initio
10 3 (2.50%) Hyperion
11 2 (1.67%) Salesforce.com
11 2 (1.67%) Vertica
12 1 (0.83%) Capita
12 1 (0.83%) Cognos
12 1 (0.83%) ServiceNow