Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Oxfordshire with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Kimball Methodology over the 6 months to 22 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.

The Kimball Lifecycle
South East > Oxfordshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 79 86 94
Rank change year-on-year +7 +8 -26
Contract jobs citing Kimball Methodology 28 25 10
As % of all contract IT jobs advertised in Oxfordshire 2.25% 1.97% 0.77%
As % of the Processes & Methodologies category 2.72% 2.26% 0.95%
Number of daily rates quoted 26 24 9
Oxfordshire median daily rate £481 £430 £440
Median daily rate % change year-on-year +11.92% -2.27% -12.00%
10th Percentile £431 £331 £406
90th Percentile £575 £520 £486
South East median daily rate £475 £398 £350
% change year-on-year +19.35% +13.71% -17.65%
Number of hourly rates quoted 0 0 1
Oxfordshire median hourly rate - - £45.00
South East median hourly rate - - £45.00

Kimball Methodology is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Contract vacancies with a requirement for process or methodology skills 1030 1104 1057
As % of all contract IT jobs advertised in Oxfordshire 82.93% 87.07% 81.12%
Number of daily rates quoted 835 791 772
Oxfordshire median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +6.67%
10th Percentile £300 £213 £231
90th Percentile £590 £538 £520
South East median daily rate £425 £400 £393
% change year-on-year +6.25% +1.91% +4.67%
Number of hourly rates quoted 16 30 42
Oxfordshire median hourly rate £23.00 £20.00 £22.50
Median hourly rate % change year-on-year +15.00% -11.11% +55.17%
10th Percentile £13.67 £13.95 £12.57
90th Percentile £77.50 £43.58 £55.00
South East median hourly rate £23.00 £27.00 £26.60
% change year-on-year -14.81% +1.50% +52.00%

Kimball Methodology
Job Vacancy Trend in Oxfordshire

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for Kimball Methodology in Oxfordshire

Kimball Methodology
Contractor Daily Rate Trend in Oxfordshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Kimball Methodology in Oxfordshire.

Contractor daily rate trend for Kimball Methodology in Oxfordshire

Kimball Methodology
Contractor Daily Rate Histogram in Oxfordshire

The daily rate distribution of IT jobs citing Kimball Methodology in Oxfordshire over the 6 months to 22 November 2017.

Contractor daily rate histogram for Kimball Methodology in Oxfordshire

Kimball Methodology
Contract Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Kimball Methodology within the Oxfordshire region over the 6 months to 22 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
Oxford +3 23 £495 +10.00%
Kidlington - 2 £475 -
Kimball Methodology
South East

For the 6 months to 22 November 2017, IT contractor jobs citing Kimball Methodology 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 Oxfordshire region with a requirement for Kimball Methodology.

1 24 (85.71%) Agile Software Development
2 23 (82.14%) ETL
3 21 (75.00%) SQL
3 21 (75.00%) Data Warehouse
4 20 (71.43%) Business Intelligence
4 20 (71.43%) Talend Open Studio
4 20 (71.43%) Talend
5 19 (67.86%) Data Modelling
6 17 (60.71%) PL/SQL
6 17 (60.71%) Performance Tuning
6 17 (60.71%) Dimensional Modelling
7 13 (46.43%) Data Management
7 13 (46.43%) Software Engineering
8 12 (42.86%) Data Integration
9 10 (35.71%) Finance
10 9 (32.14%) Oracle BI EE
10 9 (32.14%) Waterfall
11 8 (28.57%) SQL Server Integration Services
12 7 (25.00%) JIRA
12 7 (25.00%) Data Architecture
12 7 (25.00%) Stakeholder Management
12 7 (25.00%) Oracle
12 7 (25.00%) Oracle Database
13 6 (21.43%) SQL Server
13 6 (21.43%) Java
13 6 (21.43%) Microsoft
14 5 (17.86%) C#
14 5 (17.86%) Markit EDM
15 4 (14.29%) Data Structures
15 4 (14.29%) Amazon Glacier

Kimball Methodology
Co-occurring IT Skills in Oxfordshire 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:

Business Applications
1 5 (17.86%) Markit EDM
Cloud Services
1 4 (14.29%) Amazon AWS
1 4 (14.29%) Amazon Glacier
1 4 (14.29%) Amazon S3
1 4 (14.29%) Boomi
2 3 (10.71%) Microsoft Azure
3 1 (3.57%) Azure Data Factory
3 1 (3.57%) Azure Machine Learning
Communications & Networking
1 4 (14.29%) FTP
Database & Business Intelligence
1 21 (75.00%) Data Warehouse
2 9 (32.14%) Oracle BI EE
3 8 (28.57%) SQL Server Integration Services
4 7 (25.00%) Oracle Database
5 6 (21.43%) SQL Server
6 4 (14.29%) SQL Server 2008
7 2 (7.14%) SQL Server Analysis Services
7 2 (7.14%) SQL Server Reporting Services
8 1 (3.57%) Azure SQL Data Warehouse
8 1 (3.57%) Azure SQL Database
8 1 (3.57%) Data Lake
8 1 (3.57%) HDInsight
8 1 (3.57%) OLAP
8 1 (3.57%) Oracle OWB
8 1 (3.57%) Power BI
Development Applications
1 20 (71.43%) Talend Open Studio
2 7 (25.00%) JIRA
General
1 10 (35.71%) Finance
2 3 (10.71%) Publishing
3 1 (3.57%) Marketing
Job Titles
1 28 (100.00%) Developer
2 16 (57.14%) Data Warehouse Developer
3 13 (46.43%) ETL Developer
3 13 (46.43%) Talend Developer
4 10 (35.71%) SQL Developer
5 4 (14.29%) Business Intelligence Developer
5 4 (14.29%) OBIEE Developer
6 3 (10.71%) Business Intelligence Specialist
6 3 (10.71%) Data Integration Developer
6 3 (10.71%) Data Integration Specialist
6 3 (10.71%) Data Warehouse Specialist
6 3 (10.71%) ETL Specialist
6 3 (10.71%) Integration Developer
6 3 (10.71%) Integration Specialist
6 3 (10.71%) SQL BI Developer
6 3 (10.71%) SSIS Developer
7 1 (3.57%) Agile Developer
7 1 (3.57%) JIRA Developer
7 1 (3.57%) PL/SQL Developer
7 1 (3.57%) SSAS Developer
Libraries, Frameworks & Software Standards
1 4 (14.29%) RESTful
Miscellaneous
1 4 (14.29%) Data Structures
2 1 (3.57%) Management Information System
Processes & Methodologies
1 24 (85.71%) Agile Software Development
2 23 (82.14%) ETL
3 20 (71.43%) Business Intelligence
4 19 (67.86%) Data Modelling
5 17 (60.71%) Dimensional Modelling
5 17 (60.71%) Performance Tuning
6 13 (46.43%) Data Management
6 13 (46.43%) Software Engineering
7 12 (42.86%) Data Integration
8 9 (32.14%) Waterfall
9 7 (25.00%) Data Architecture
9 7 (25.00%) Stakeholder Management
10 4 (14.29%) ETL Development
10 4 (14.29%) OO
10 4 (14.29%) OOP
11 2 (7.14%) BDD
11 2 (7.14%) Continuous Improvement
11 2 (7.14%) Integration Testing
11 2 (7.14%) TDD
11 2 (7.14%) Test Automation
Programming Languages
1 21 (75.00%) SQL
2 17 (60.71%) PL/SQL
3 6 (21.43%) Java
4 5 (17.86%) C#
5 4 (14.29%) T-SQL
6 1 (3.57%) C
Vendors
1 20 (71.43%) Talend
2 7 (25.00%) Oracle
3 6 (21.43%) Microsoft
4 4 (14.29%) Dell
4 4 (14.29%) Salesforce.com
5 1 (3.57%) Tableau