Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Newbury 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 24 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
Berkshire > Newbury
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 19 32 27
Rank change year-on-year +13 -5 +3
Contract jobs citing Data Warehouse 23 4 12
As % of all contract IT jobs advertised in Newbury 7.12% 1.49% 3.41%
As % of the Database & Business Intelligence category 28.75% 15.38% 22.64%
Number of daily rates quoted 16 2 3
Newbury median daily rate £463 £513 £350
Median daily rate % change year-on-year -9.76% +46.43% +27.27%
10th Percentile £363 £469 £278
90th Percentile £525 £566 £393
Berkshire median daily rate £450 £444 £431
% change year-on-year +1.41% +2.90% +7.81%
Number of hourly rates quoted 0 0 0
Newbury median hourly rate - - -
Berkshire median hourly rate £42.25 - -

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 Newbury with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Newbury
Contract vacancies with a requirement for database or business intelligence skills 80 26 53
As % of all contract IT jobs advertised in Newbury 24.77% 9.70% 15.06%
Number of daily rates quoted 52 9 13
Newbury median daily rate £445 £400 £375
Median daily rate % change year-on-year +11.25% +6.67% +3.45%
10th Percentile £323 £275 £253
90th Percentile £525 £505 £555
Berkshire median daily rate £425 £407 £400
% change year-on-year +4.42% +1.75% +9.22%
Number of hourly rates quoted 0 1 0
Newbury median hourly rate - £11.96 -
Berkshire median hourly rate £16.24 £9.50 £15.00
% change year-on-year +70.95% -36.67% -25.93%

Data Warehouse
Job Vacancy Trend in Newbury

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

Job vacancy trend for Data Warehouse in Newbury

Data Warehouse
Contractor Daily Rate Trend in Newbury

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

Contractor daily rate trend for Data Warehouse in Newbury

Data Warehouse
Contractor Daily Rate Histogram in Newbury

The daily rate distribution of IT jobs citing Data Warehouse in Newbury over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Warehouse in Newbury

Data Warehouse
Contractor Hourly Rate Trend in Newbury

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

Contractor hourly rate trend for Data Warehouse in Newbury

For the 6 months to 24 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 Newbury region with a requirement for Data Warehouse.

1 17 (73.91%) ETL
2 15 (65.22%) Data Modelling
2 15 (65.22%) Analytics
3 12 (52.17%) Business Intelligence
3 12 (52.17%) SQL
4 9 (39.13%) SQL Server
4 9 (39.13%) Big Data
4 9 (39.13%) Hadoop
4 9 (39.13%) Apache Hive
4 9 (39.13%) SQL Server Integration Services
4 9 (39.13%) Apache Spark
5 8 (34.78%) Google Cloud Platform
5 8 (34.78%) Scala
5 8 (34.78%) Data Engineering
5 8 (34.78%) Apache Tez
5 8 (34.78%) Software Engineering
5 8 (34.78%) Google
5 8 (34.78%) Hortonworks
5 8 (34.78%) Python
6 7 (30.43%) Data Mining
6 7 (30.43%) Oracle
6 7 (30.43%) SDLC
7 6 (26.09%) Oracle Reports
7 6 (26.09%) Microsoft
7 6 (26.09%) SQL Server Analysis Services
7 6 (26.09%) SQL Server Reporting Services
8 5 (21.74%) Data Mart
8 5 (21.74%) Tableau
9 4 (17.39%) Analytical Skills
9 4 (17.39%) MDX

Data Warehouse
Co-occurring IT Skills in Newbury 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 9 (39.13%) Apache Spark
2 1 (4.35%) Oracle SOA Suite
Business Applications
1 3 (13.04%) SAP CRM
Cloud Services
1 8 (34.78%) Google Cloud Platform
Database & Business Intelligence
1 9 (39.13%) Apache Hive
1 9 (39.13%) Big Data
1 9 (39.13%) Hadoop
1 9 (39.13%) SQL Server
1 9 (39.13%) SQL Server Integration Services
2 7 (30.43%) Data Mining
3 6 (26.09%) Oracle Reports
3 6 (26.09%) SQL Server Analysis Services
3 6 (26.09%) SQL Server Reporting Services
4 5 (21.74%) Data Mart
5 4 (17.39%) Microsoft Analysis Services
6 2 (8.70%) Enterprise Data Warehouse
7 1 (4.35%) Oracle Exadata
General
1 2 (8.70%) Telecoms
Job Titles
1 8 (34.78%) Big Data Engineer
1 8 (34.78%) Data Engineer
1 8 (34.78%) Developer
2 5 (21.74%) SQL Developer
2 5 (21.74%) SSAS Developer
3 3 (13.04%) Oracle Developer
3 3 (13.04%) PL/SQL Developer
4 2 (8.70%) Architect
4 2 (8.70%) Business Intelligence Developer
4 2 (8.70%) Data Architect
4 2 (8.70%) Data Migration Specialist
4 2 (8.70%) Migration Specialist
4 2 (8.70%) Project Manager
4 2 (8.70%) SQL Server Developer
4 2 (8.70%) SSIS Developer
5 1 (4.35%) Business Intelligence Solutions Architect
5 1 (4.35%) Hadoop Architect
5 1 (4.35%) SQL BI Developer
5 1 (4.35%) SQL Server BI Developer
5 1 (4.35%) SSRS Developer
Libraries, Frameworks & Software Standards
1 8 (34.78%) Apache Tez
2 4 (17.39%) MDX
3 3 (13.04%) XML
4 1 (4.35%) J2EE
Miscellaneous
1 4 (17.39%) Analytical Skills
Processes & Methodologies
1 17 (73.91%) ETL
2 15 (65.22%) Analytics
2 15 (65.22%) Data Modelling
3 12 (52.17%) Business Intelligence
4 8 (34.78%) Data Engineering
4 8 (34.78%) Software Engineering
5 7 (30.43%) SDLC
6 4 (17.39%) Agile Software Development
7 3 (13.04%) CRM
7 3 (13.04%) Data Cleansing
7 3 (13.04%) Data Integration
7 3 (13.04%) Data Migration
7 3 (13.04%) Migration
7 3 (13.04%) Stakeholder Management
8 2 (8.70%) Customer-Centricity
8 2 (8.70%) Data Deduplication
8 2 (8.70%) PRINCE2
8 2 (8.70%) Project Management
9 1 (4.35%) Data Analytics
9 1 (4.35%) SOA
Programming Languages
1 12 (52.17%) SQL
2 8 (34.78%) Python
2 8 (34.78%) Scala
3 4 (17.39%) T-SQL
4 3 (13.04%) PL/SQL
5 1 (4.35%) Java
Qualifications
1 2 (8.70%) PRINCE2 Certification
Systems Management
1 1 (4.35%) Oozie
Vendors
1 8 (34.78%) Google
1 8 (34.78%) Hortonworks
2 7 (30.43%) Oracle
3 6 (26.09%) Microsoft
4 5 (21.74%) Tableau
5 3 (13.04%) Callidus
5 3 (13.04%) HP
5 3 (13.04%) Informatica
5 3 (13.04%) SAP
5 3 (13.04%) Siebel
6 1 (4.35%) Cloudera
6 1 (4.35%) Teradata