Period
to 25 February 2018

The following table provides summary statistics for contract job vacancies advertised in Tyne and Wear 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 25 February 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
North East > Tyne and Wear
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 63 113 63
Rank change year-on-year +50 -50 +1
Contract jobs citing Data Warehouse 27 29 45
As % of all contract IT jobs advertised in Tyne and Wear 2.72% 1.50% 3.13%
As % of the Database & Business Intelligence category 18.75% 6.50% 13.20%
Number of daily rates quoted 33 19 37
Tyne and Wear median daily rate £475 £388 £480
Median daily rate % change year-on-year +22.58% -19.27% +11.63%
10th Percentile £326 £259 £345
90th Percentile £615 £565 £778
North East median daily rate £475 £375 £425
% change year-on-year +26.67% -11.76% -1.16%
Number of hourly rates quoted 1 0 0
Tyne and Wear median hourly rate £35.00 - -
North East median hourly rate £35.00 - -

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 Tyne and Wear with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Tyne and Wear
Contract vacancies with a requirement for database or business intelligence skills 144 446 341
As % of all contract IT jobs advertised in Tyne and Wear 14.53% 23.04% 23.71%
Number of daily rates quoted 112 340 220
Tyne and Wear median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +14.29%
10th Percentile £259 £285 £286
90th Percentile £550 £550 £546
North East median daily rate £400 £400 £400
Number of hourly rates quoted 3 2 10
Tyne and Wear median hourly rate £22.00 £16.50 £23.50
Median hourly rate % change year-on-year +33.33% -29.79% -14.55%
10th Percentile £18.80 £10.28 £18.38
90th Percentile £32.60 £22.53 £29.48
North East median hourly rate £22.00 £16.50 £20.30
% change year-on-year +33.33% -18.72% +35.33%

Data Warehouse
Job Vacancy Trend in Tyne and Wear

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Tyne and Wear.

Job vacancy trend for Data Warehouse in Tyne and Wear

Data Warehouse
Contractor Daily Rate Trend in Tyne and Wear

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

Contractor daily rate trend for Data Warehouse in Tyne and Wear

Data Warehouse
Contractor Daily Rate Histogram in Tyne and Wear

The daily rate distribution of IT jobs citing Data Warehouse in Tyne and Wear over the 6 months to 25 February 2018.

Contractor daily rate histogram for Data Warehouse in Tyne and Wear

Data Warehouse
Contractor Hourly Rate Trend in Tyne and Wear

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

Contractor hourly rate trend for Data Warehouse in Tyne and Wear

Data Warehouse
Contract Job Locations in Tyne and Wear

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 Tyne and Wear region over the 6 months to 25 February 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
Newcastle upon Tyne +55 26 £475 +27.95% 7
Sunderland -4 1 - -
Data Warehouse
North East

For the 6 months to 25 February 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 Tyne and Wear region with a requirement for Data Warehouse.

1 17 (62.96%) SQL
2 14 (51.85%) Business Intelligence
3 13 (48.15%) Agile Software Development
3 13 (48.15%) QA
4 12 (44.44%) Oracle
5 11 (40.74%) Data Modelling
5 11 (40.74%) Data Management
5 11 (40.74%) Analytics
6 10 (37.04%) Management Information System
6 10 (37.04%) Informatica
7 9 (33.33%) Continuous Improvement
7 9 (33.33%) Relational Database
7 9 (33.33%) NoSQL
7 9 (33.33%) Data Engineering
8 8 (29.63%) Collaborative Working
8 8 (29.63%) Waterfall
8 8 (29.63%) Data Quality
8 8 (29.63%) Coaching
8 8 (29.63%) Tableau
8 8 (29.63%) Data Analysis
8 8 (29.63%) Shell Script
8 8 (29.63%) Unix
9 7 (25.93%) Finance
9 7 (25.93%) Analytical Skills
9 7 (25.93%) Mentoring
10 6 (22.22%) Customer Requirements
10 6 (22.22%) Hortonworks
10 6 (22.22%) Cloudera
10 6 (22.22%) Stakeholder Engagement
10 6 (22.22%) Data Integration

Data Warehouse
Co-occurring IT Skills in Tyne and Wear 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 5 (18.52%) SAS
2 1 (3.70%) Apache Spark
2 1 (3.70%) Confluence
Applications
1 2 (7.41%) Microsoft Excel
2 1 (3.70%) MS Visio
Business Applications
1 3 (11.11%) Dynamics GP
2 1 (3.70%) Salesforce.com CRM
Cloud Services
1 1 (3.70%) Amazon AWS
1 1 (3.70%) Amazon S3
1 1 (3.70%) PaaS
1 1 (3.70%) SaaS
1 1 (3.70%) Slack
Communications & Networking
1 1 (3.70%) SMS
Database & Business Intelligence
1 9 (33.33%) NoSQL
1 9 (33.33%) Relational Database
2 5 (18.52%) BusinessObjects
3 4 (14.81%) Apache Hive
3 4 (14.81%) Big Data
3 4 (14.81%) Data Lake
3 4 (14.81%) HBase
3 4 (14.81%) MongoDB
3 4 (14.81%) OLAP
3 4 (14.81%) Oracle OLAP
3 4 (14.81%) PostgreSQL
4 3 (11.11%) Enterprise Data Warehouse
4 3 (11.11%) Hadoop
4 3 (11.11%) Pentaho
4 3 (11.11%) SQL Server
5 2 (7.41%) ActiveReports
5 2 (7.41%) Oracle Database
5 2 (7.41%) PowerCenter
5 2 (7.41%) SQL Server Reporting Services
6 1 (3.70%) Oracle Database 11g
Development Applications
1 5 (18.52%) ERwin
2 1 (3.70%) Burp Suite
2 1 (3.70%) Git (software)
2 1 (3.70%) HP UFT
2 1 (3.70%) Jenkins
2 1 (3.70%) JIRA
2 1 (3.70%) JMeter
2 1 (3.70%) LoadRunner
General
1 7 (25.93%) Finance
2 2 (7.41%) General Ledger
3 1 (3.70%) Billing
Job Titles
1 9 (33.33%) Architect
1 9 (33.33%) Data Engineer
2 5 (18.52%) Developer
2 5 (18.52%) Technical Architect
3 4 (14.81%) Data Architect
4 3 (11.11%) Lead Architect
4 3 (11.11%) Lead Data Architect
4 3 (11.11%) Report Writer
4 3 (11.11%) Senior Data Engineer
4 3 (11.11%) TOGAF Architect
5 2 (7.41%) Business Intelligence Architect
5 2 (7.41%) Business Intelligence Lead
5 2 (7.41%) Data Warehouse Architect
6 1 (3.70%) Analyst
6 1 (3.70%) Netezza Specialist
6 1 (3.70%) NoSQL Developer
6 1 (3.70%) NoSQL Engineer
6 1 (3.70%) Senior Data Modeller
6 1 (3.70%) Systems Analyst
6 1 (3.70%) Tableau Developer
Libraries, Frameworks & Software Standards
1 3 (11.11%) .NET
2 1 (3.70%) REST
Miscellaneous
1 10 (37.04%) Management Information System
2 7 (25.93%) Analytical Skills
3 5 (18.52%) Social Media
4 4 (14.81%) Enterprise Software
5 2 (7.41%) Data Structures
Operating Systems
1 8 (29.63%) Unix
Processes & Methodologies
1 14 (51.85%) Business Intelligence
2 13 (48.15%) Agile Software Development
3 11 (40.74%) Analytics
3 11 (40.74%) Data Management
3 11 (40.74%) Data Modelling
4 9 (33.33%) Continuous Improvement
4 9 (33.33%) Data Engineering
5 8 (29.63%) Coaching
5 8 (29.63%) Collaborative Working
5 8 (29.63%) Data Analysis
5 8 (29.63%) Waterfall
6 7 (25.93%) Mentoring
7 6 (22.22%) Customer Requirements
7 6 (22.22%) Data Architecture
7 6 (22.22%) Data Integration
7 6 (22.22%) Project Management
7 6 (22.22%) Stakeholder Engagement
8 5 (18.52%) Business Process Modelling
8 5 (18.52%) ETL
9 4 (14.81%) Data Strategy
Programming Languages
1 17 (62.96%) SQL
2 8 (29.63%) Shell Script
3 4 (14.81%) PL/SQL
4 3 (11.11%) Java
5 1 (3.70%) T-SQL
Qualifications
1 2 (7.41%) Degree
1 2 (7.41%) ISEB
2 1 (3.70%) ISTQB
2 1 (3.70%) Security Cleared
Quality Assurance & Compliance
1 13 (48.15%) QA
2 8 (29.63%) Data Quality
3 1 (3.70%) GDPR
3 1 (3.70%) SLA
3 1 (3.70%) WCAG
Systems Management
1 1 (3.70%) Nessus
Vendors
1 12 (44.44%) Oracle
2 10 (37.04%) Informatica
3 8 (29.63%) Tableau
4 6 (22.22%) Cloudera
4 6 (22.22%) Hortonworks
5 4 (14.81%) CA
5 4 (14.81%) SAP
6 2 (7.41%) Microsoft
7 1 (3.70%) Hyperion
7 1 (3.70%) Netezza
7 1 (3.70%) Salesforce.com