Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in the North East 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 18 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.

Data Warehousing
England > North East
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 67 123 82
Rank change year-on-year +56 -41 -17
Contract jobs citing Data Warehouse 33 44 36
As % of all contract IT jobs advertised in the North East 2.69% 1.60% 1.79%
As % of the Database & Business Intelligence category 13.69% 7.31% 7.53%
Number of daily rates quoted 53 31 31
North East median daily rate £475 £375 £350
Median daily rate % change year-on-year +26.67% +7.14% -13.58%
10th Percentile £363 £220 £290
90th Percentile £727 £575 £675
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% -
Number of hourly rates quoted 0 2 0
North East median hourly rate - £16.00 -
England median hourly rate £27.50 £42.00 £26.47
% change year-on-year -34.52% +58.67% -53.36%

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 East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North East
Contract vacancies with a requirement for database or business intelligence skills 241 602 478
As % of all contract IT jobs advertised in the North East 19.66% 21.91% 23.79%
Number of daily rates quoted 161 423 315
North East median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +7.14%
10th Percentile £275 £260 £263
90th Percentile £563 £525 £570
England median daily rate £455 £425 £413
% change year-on-year +7.06% +3.03% +3.13%
Number of hourly rates quoted 3 26 12
North East median hourly rate £18.50 £28.00 £20.90
Median hourly rate % change year-on-year -33.93% +33.97% -30.33%
10th Percentile £11.65 £15.00 £15.16
90th Percentile £22.15 £34.49 £35.20
England median hourly rate £31.50 £28.00 £28.00
% change year-on-year +12.50% - +16.67%

Data Warehouse
Job Vacancy Trend in the North East

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

Job vacancy trend for Data Warehouse in the North East

Data Warehouse
Contractor Daily Rate Trend in the North East

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

Contractor daily rate trend for Data Warehouse in the North East

Data Warehouse
Contractor Daily Rate Histogram in the North East

The daily rate distribution of IT jobs citing Data Warehouse in the North East over the 6 months to 18 November 2017.

Contractor daily rate histogram for Data Warehouse in the North East

Data Warehouse
Contractor Hourly Rate Trend in the North East

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

Contractor hourly rate trend for Data Warehouse in the North East

Data Warehouse
Contract Job Locations in the North East

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 East region over the 6 months to 18 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
Tyne and Wear +59 30 £494 +39.08% 5
Durham -1 2 £375 -
Data Warehouse
England

For the 6 months to 18 November 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 North East region with a requirement for Data Warehouse.

1 21 (63.64%) SQL
1 21 (63.64%) Business Intelligence
2 19 (57.58%) Data Modelling
2 19 (57.58%) Data Management
3 14 (42.42%) ETL
3 14 (42.42%) Oracle
3 14 (42.42%) QA
4 13 (39.39%) Data Integration
4 13 (39.39%) Data Architecture
4 13 (39.39%) Analytics
5 12 (36.36%) Unix
5 12 (36.36%) Informatica
5 12 (36.36%) Shell Script
6 10 (30.30%) Management Information System
6 10 (30.30%) Finance
6 10 (30.30%) Performance Tuning
6 10 (30.30%) Data Quality
6 10 (30.30%) Analytical Skills
7 9 (27.27%) Big Data
8 8 (24.24%) SAS
8 8 (24.24%) PostgreSQL
8 8 (24.24%) Data Analysis
8 8 (24.24%) HBase
8 8 (24.24%) Oracle BI EE
8 8 (24.24%) Apache Hive
8 8 (24.24%) MongoDB
9 7 (21.21%) Visualisation
9 7 (21.21%) Tableau
9 7 (21.21%) Continuous Improvement
9 7 (21.21%) Data Governance

Data Warehouse
Co-occurring IT Skills in the North East 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 8 (24.24%) SAS
2 2 (6.06%) Apache Spark
Applications
1 3 (9.09%) Microsoft Excel
2 1 (3.03%) MS Visio
Business Applications
1 4 (12.12%) Dynamics GP
Communications & Networking
1 2 (6.06%) SMS
Database & Business Intelligence
1 9 (27.27%) Big Data
2 8 (24.24%) Apache Hive
2 8 (24.24%) HBase
2 8 (24.24%) MongoDB
2 8 (24.24%) Oracle BI EE
2 8 (24.24%) PostgreSQL
3 7 (21.21%) SQL Server
4 6 (18.18%) BusinessObjects
4 6 (18.18%) Data Lake
4 6 (18.18%) Enterprise Data Warehouse
4 6 (18.18%) Hadoop
4 6 (18.18%) NoSQL
4 6 (18.18%) Oracle Exadata
4 6 (18.18%) Pentaho
4 6 (18.18%) Relational Database
5 3 (9.09%) ActiveReports
5 3 (9.09%) SQL Server Integration Services
5 3 (9.09%) SQL Server Reporting Services
6 2 (6.06%) DTS
6 2 (6.06%) SQL Server 2012
Development Applications
1 6 (18.18%) ERwin
2 1 (3.03%) Oracle APEX
General
1 10 (30.30%) Finance
2 3 (9.09%) General Ledger
3 1 (3.03%) Billing
Job Titles
1 9 (27.27%) Architect
1 9 (27.27%) Data Architect
2 6 (18.18%) Data Engineer
2 6 (18.18%) Lead Architect
2 6 (18.18%) Lead Data Architect
2 6 (18.18%) Senior Data Engineer
3 5 (15.15%) Business Intelligence Lead
4 4 (12.12%) Business Intelligence Architect
4 4 (12.12%) Data Warehouse Architect
4 4 (12.12%) Report Writer
5 3 (9.09%) Analyst
6 2 (6.06%) Consultant
6 2 (6.06%) Developer
6 2 (6.06%) Integration Engineer
6 2 (6.06%) Senior Integration Engineer
7 1 (3.03%) Administrator
7 1 (3.03%) Business Intelligence Consultant
7 1 (3.03%) Data Warehouse Analyst
7 1 (3.03%) DBA
7 1 (3.03%) Functional Test Analyst
Libraries, Frameworks & Software Standards
1 1 (3.03%) .NET
1 1 (3.03%) XML
Miscellaneous
1 10 (30.30%) Analytical Skills
1 10 (30.30%) Management Information System
2 6 (18.18%) Enterprise Software
2 6 (18.18%) Oracle Exalytics
3 3 (9.09%) Data Structures
4 2 (6.06%) NHS
5 1 (3.03%) iPad
Operating Systems
1 12 (36.36%) Unix
Processes & Methodologies
1 21 (63.64%) Business Intelligence
2 19 (57.58%) Data Management
2 19 (57.58%) Data Modelling
3 14 (42.42%) ETL
4 13 (39.39%) Analytics
4 13 (39.39%) Data Architecture
4 13 (39.39%) Data Integration
5 10 (30.30%) Performance Tuning
6 8 (24.24%) Data Analysis
7 7 (21.21%) Continuous Improvement
7 7 (21.21%) Data Governance
7 7 (21.21%) Visualisation
8 6 (18.18%) Data Engineering
8 6 (18.18%) Data Reconciliation
8 6 (18.18%) Data Visualisation
8 6 (18.18%) Information Assurance
8 6 (18.18%) Metadata Management
8 6 (18.18%) Open Source
8 6 (18.18%) Reverse Engineering
8 6 (18.18%) SFIA
Programming Languages
1 21 (63.64%) SQL
2 12 (36.36%) Shell Script
3 6 (18.18%) PL/SQL
4 3 (9.09%) T-SQL
5 2 (6.06%) Python
5 2 (6.06%) R
Qualifications
1 3 (9.09%) Degree
2 1 (3.03%) BPSS Clearance
2 1 (3.03%) ISEB
2 1 (3.03%) Security Cleared
Quality Assurance & Compliance
1 14 (42.42%) QA
2 10 (30.30%) Data Quality
3 2 (6.06%) Disclosure Scotland
4 1 (3.03%) SLA
Vendors
1 14 (42.42%) Oracle
2 12 (36.36%) Informatica
3 7 (21.21%) Tableau
4 6 (18.18%) CA
5 5 (15.15%) Microsoft
6 1 (3.03%) Hyperion
6 1 (3.03%) Netezza