Period
to 25 November 2017

The following table provides summary statistics for contract job vacancies advertised in Suffolk 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 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
East of England > Suffolk
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 19 34 42
Rank change year-on-year +15 +8 +1
Contract jobs citing Data Warehouse 17 16 9
As % of all contract IT jobs advertised in Suffolk 5.38% 3.49% 1.96%
As % of the Database & Business Intelligence category 22.37% 13.33% 6.57%
Number of daily rates quoted 12 11 8
Suffolk median daily rate £475 £475 £325
Median daily rate % change year-on-year - +46.15% -21.21%
10th Percentile £419 £375 £276
90th Percentile £534 £525 £433
East of England median daily rate £375 £415 £400
% change year-on-year -9.64% +3.75% +6.67%
Number of hourly rates quoted 0 0 0
Suffolk median hourly rate - - -
East of England median hourly rate - £38.75 £14.00
% change year-on-year - +176.79% -63.87%

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 Suffolk with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Suffolk
Contract vacancies with a requirement for database or business intelligence skills 76 120 137
As % of all contract IT jobs advertised in Suffolk 24.05% 26.20% 29.85%
Number of daily rates quoted 42 84 85
Suffolk median daily rate £444 £410 £400
Median daily rate % change year-on-year +8.23% +2.50% -0.62%
10th Percentile £213 £270 £288
90th Percentile £551 £525 £501
East of England median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 1 1 1
Suffolk median hourly rate £27.50 £11.10 £13.50
Median hourly rate % change year-on-year +147.75% -17.78% -
10th Percentile £26.25 £10.55 £12.75
90th Percentile £28.75 £11.65 £14.25
East of England median hourly rate £29.50 £36.00 £33.50
% change year-on-year -18.06% +7.46% +17.54%

Data Warehouse
Job Vacancy Trend in Suffolk

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Suffolk.

Job vacancy trend for Data Warehouse in Suffolk

Data Warehouse
Contractor Daily Rate Trend in Suffolk

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

Contractor daily rate trend for Data Warehouse in Suffolk

Data Warehouse
Contractor Daily Rate Histogram in Suffolk

The daily rate distribution of IT jobs citing Data Warehouse in Suffolk over the 6 months to 25 November 2017.

Contractor daily rate histogram for Data Warehouse in Suffolk

Data Warehouse
Contractor Hourly Rate Trend in Suffolk

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

Contractor hourly rate trend for Data Warehouse in Suffolk

Data Warehouse
Contract Job Locations in Suffolk

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 Suffolk region over the 6 months to 25 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
Ipswich +7 15 £481 +1.32% 3
Data Warehouse
East of England

For the 6 months to 25 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 Suffolk region with a requirement for Data Warehouse.

1 16 (94.12%) Business Intelligence
2 12 (70.59%) Analytics
3 10 (58.82%) Microsoft
3 10 (58.82%) Finance
4 9 (52.94%) Data Modelling
5 8 (47.06%) SQL Server Integration Services
6 7 (41.18%) SQL
7 6 (35.29%) C#
7 6 (35.29%) ETL
7 6 (35.29%) Python
7 6 (35.29%) SQL Server Analysis Services
7 6 (35.29%) Hadoop
7 6 (35.29%) Apache Hive
7 6 (35.29%) Big Data
7 6 (35.29%) Oozie
7 6 (35.29%) Impala
7 6 (35.29%) Apache Spark
8 5 (29.41%) Kimball Methodology
8 5 (29.41%) Power BI
8 5 (29.41%) Team Foundation Server
8 5 (29.41%) SQL Server 2008
8 5 (29.41%) Visual Studio
8 5 (29.41%) SQL Server
8 5 (29.41%) T-SQL
9 4 (23.53%) Visualisation
9 4 (23.53%) Analytical Skills
10 3 (17.65%) Kalman Filter
10 3 (17.65%) Kafka
10 3 (17.65%) Sqoop
10 3 (17.65%) Oracle BI EE

Data Warehouse
Co-occurring IT Skills in Suffolk 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 6 (35.29%) Apache Spark
Applications
1 1 (5.88%) Microsoft Office
1 1 (5.88%) MS Visio
Business Applications
1 1 (5.88%) Oracle 11i
1 1 (5.88%) Oracle EBS R12
Cloud Services
1 2 (11.76%) Amazon AWS
1 2 (11.76%) Microsoft Azure
Database & Business Intelligence
1 8 (47.06%) SQL Server Integration Services
2 6 (35.29%) Apache Hive
2 6 (35.29%) Big Data
2 6 (35.29%) Hadoop
2 6 (35.29%) Impala
2 6 (35.29%) SQL Server Analysis Services
3 5 (29.41%) Power BI
3 5 (29.41%) SQL Server
3 5 (29.41%) SQL Server 2008
4 3 (17.65%) Oracle BI EE
4 3 (17.65%) Sqoop
5 2 (11.76%) Parquet
6 1 (5.88%) SQL Server Reporting Services
Development Applications
1 5 (29.41%) Team Foundation Server
1 5 (29.41%) Visual Studio
General
1 10 (58.82%) Finance
2 1 (5.88%) General Ledger
2 1 (5.88%) Legal
Job Titles
1 7 (41.18%) Developer
2 5 (29.41%) Big Data Engineer
2 5 (29.41%) Data Engineer
3 3 (17.65%) Architect
3 3 (17.65%) Data Warehouse Developer
3 3 (17.65%) Hadoop Engineer
3 3 (17.65%) SSAS Developer
4 1 (5.88%) Analyst
4 1 (5.88%) Business Analyst
4 1 (5.88%) Business Intelligence Developer
4 1 (5.88%) Data Business Analyst
4 1 (5.88%) OBIEE Architect
4 1 (5.88%) Oracle Architect
4 1 (5.88%) Oracle HRMS Architect
4 1 (5.88%) Project Manager
4 1 (5.88%) Reference Data Analyst
4 1 (5.88%) Reference Data Business Analyst
4 1 (5.88%) Report Manager
4 1 (5.88%) SQL Developer
4 1 (5.88%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 3 (17.65%) Kafka
2 2 (11.76%) Apache Avro
2 2 (11.76%) JSON
2 2 (11.76%) PySpark
2 2 (11.76%) XML
3 1 (5.88%) .NET
3 1 (5.88%) .NET Framework
3 1 (5.88%) Entity Framework
3 1 (5.88%) HTML
3 1 (5.88%) jQuery
Miscellaneous
1 4 (23.53%) Analytical Skills
2 1 (5.88%) Reference Data
2 1 (5.88%) User Experience
Processes & Methodologies
1 16 (94.12%) Business Intelligence
2 12 (70.59%) Analytics
3 9 (52.94%) Data Modelling
4 6 (35.29%) ETL
5 5 (29.41%) Kimball Methodology
6 4 (23.53%) Visualisation
7 3 (17.65%) Agile Software Development
7 3 (17.65%) Kalman Filter
7 3 (17.65%) WFM
8 2 (11.76%) Dashboard Development
8 2 (11.76%) Data Ingestion
8 2 (11.76%) GAP Analysis
8 2 (11.76%) Information Management
8 2 (11.76%) Performance Tuning
8 2 (11.76%) Test Automation
9 1 (5.88%) BPMN
9 1 (5.88%) Data Analysis
9 1 (5.88%) Data Mapping
9 1 (5.88%) Use Case
9 1 (5.88%) Waterfall
Programming Languages
1 7 (41.18%) SQL
2 6 (35.29%) C#
2 6 (35.29%) Python
3 5 (29.41%) T-SQL
4 2 (11.76%) Shell Script
5 1 (5.88%) JavaScript
Qualifications
1 1 (5.88%) Degree
1 1 (5.88%) ISEB
Systems Management
1 6 (35.29%) Oozie
2 2 (11.76%) Hadoop YARN
Vendors
1 10 (58.82%) Microsoft
2 2 (11.76%) Cloudera
3 1 (5.88%) Oracle