Period
to 24 March 2019

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Pentaho skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Pentaho over the 6 months to 24 March 2019 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.

Pentaho
England > Yorkshire
6 months to
24 Mar 2019
Same period 2018 Same period 2017
Rank 190 186 183
Rank change year-on-year -4 -3 +9
Contract jobs citing Pentaho 3 15 3
As % of all contract IT jobs advertised in Yorkshire 0.064% 0.31% 0.067%
As % of the Database & Business Intelligence category 0.30% 1.51% 0.28%
Number of daily rates quoted 2 17 1
Yorkshire median daily rate £775 £525 £550
Median daily rate % change year-on-year +47.62% -4.55% -31.25%
10th Percentile £763 £440 £525
90th Percentile £788 £669 £575
England median daily rate £488 £525 £450
% change year-on-year -7.14% +16.67% -10.00%
Number of hourly rates quoted 0 0 1
Yorkshire median hourly rate - - £50.00
England median hourly rate - £67.00 £46.00
% change year-on-year - +45.65% -

Pentaho 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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 990 994 1,088
As % of all contract IT jobs advertised in Yorkshire 21.10% 20.77% 24.22%
Number of daily rates quoted 702 657 714
Yorkshire median daily rate £413 £400 £375
Median daily rate % change year-on-year +3.13% +6.67% -
10th Percentile £306 £273 £275
90th Percentile £556 £538 £538
England median daily rate £488 £475 £447
% change year-on-year +2.63% +6.20% +5.24%
Number of hourly rates quoted 23 3 11
Yorkshire median hourly rate £16.87 £17.54 £19.00
Median hourly rate % change year-on-year -3.82% -7.68% -9.52%
10th Percentile £13.22 £17.53 £16.29
90th Percentile £21.40 £19.51 £38.50
England median hourly rate £35.00 £35.00 £25.00
% change year-on-year - +40.00% -

Pentaho
Job Vacancy Trend in Yorkshire

Job postings citing Pentaho as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Pentaho in Yorkshire

Pentaho
Contractor Daily Rate Trend in Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Pentaho in Yorkshire.

Contractor daily rate trend for Pentaho in Yorkshire

Pentaho
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Pentaho within the Yorkshire region over the 6 months to 24 March 2019. 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
West Yorkshire -2 2 - -
South Yorkshire -18 1 £775 +27.05%
Pentaho
England

For the 6 months to 24 March 2019, IT contractor jobs citing Pentaho 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 Yorkshire region with a requirement for Pentaho.

1 3 (100.00%) SQL
1 3 (100.00%) Data Warehouse
1 3 (100.00%) Finance
1 3 (100.00%) Data Management
1 3 (100.00%) Data Integration
1 3 (100.00%) MongoDB
1 3 (100.00%) Data Quality
1 3 (100.00%) Analytical Skills
1 3 (100.00%) Data Lake
2 2 (66.67%) Amazon Aurora
2 2 (66.67%) Amazon Athena
2 2 (66.67%) Amazon SageMaker
2 2 (66.67%) Data Governance
2 2 (66.67%) AWS Certification
2 2 (66.67%) Amazon Kinesis
2 2 (66.67%) Amazon Redshift
2 2 (66.67%) Change Data Capture
2 2 (66.67%) Analytics
2 2 (66.67%) Amazon RDS
2 2 (66.67%) Agile Software Development
2 2 (66.67%) Amazon AWS
2 2 (66.67%) Software Engineering
2 2 (66.67%) Degree
2 2 (66.67%) Change Management
2 2 (66.67%) Web Services
2 2 (66.67%) Data Modelling
2 2 (66.67%) ETL
2 2 (66.67%) T-SQL
2 2 (66.67%) Snowflake Schema
3 1 (33.33%) BusinessObjects

Pentaho
Co-occurring IT Skills in Yorkshire 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 1 (33.33%) Confluence
1 1 (33.33%) SAS
Cloud Services
1 2 (66.67%) Amazon AWS
1 2 (66.67%) Amazon Kinesis
1 2 (66.67%) Amazon SageMaker
2 1 (33.33%) Amazon CloudWatch
2 1 (33.33%) Amazon EC2
2 1 (33.33%) Amazon S3
2 1 (33.33%) AWS CloudTrail
2 1 (33.33%) Virtual Private Cloud
Database & Business Intelligence
1 3 (100.00%) Data Lake
1 3 (100.00%) Data Warehouse
1 3 (100.00%) MongoDB
2 2 (66.67%) Amazon Athena
2 2 (66.67%) Amazon Aurora
2 2 (66.67%) Amazon RDS
2 2 (66.67%) Amazon Redshift
2 2 (66.67%) Snowflake Schema
3 1 (33.33%) Apache Hive
3 1 (33.33%) Big Data
3 1 (33.33%) BusinessObjects
3 1 (33.33%) Enterprise Data Warehouse
3 1 (33.33%) Hadoop
3 1 (33.33%) HBase
3 1 (33.33%) PostgreSQL
Development Applications
1 1 (33.33%) ERwin
1 1 (33.33%) Git (software)
1 1 (33.33%) JIRA
General
1 3 (100.00%) Finance
Job Titles
1 2 (66.67%) Developer
1 2 (66.67%) Developer/Software Engineer
1 2 (66.67%) ETL Developer
1 2 (66.67%) Software Engineer
2 1 (33.33%) Architect
2 1 (33.33%) Data Architect
2 1 (33.33%) Data Engineer
2 1 (33.33%) Data Science Developer
2 1 (33.33%) Data Science Engineer
2 1 (33.33%) Lead Architect
2 1 (33.33%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 2 (66.67%) Web Services
Miscellaneous
1 3 (100.00%) Analytical Skills
2 1 (33.33%) Management Information System
Operating Systems
1 1 (33.33%) Unix
Processes & Methodologies
1 3 (100.00%) Data Integration
1 3 (100.00%) Data Management
2 2 (66.67%) Agile Software Development
2 2 (66.67%) Analytics
2 2 (66.67%) Change Data Capture
2 2 (66.67%) Change Management
2 2 (66.67%) Data Governance
2 2 (66.67%) Data Modelling
2 2 (66.67%) ETL
2 2 (66.67%) Software Engineering
3 1 (33.33%) Business Intelligence
3 1 (33.33%) Data Encryption
3 1 (33.33%) Data Protection
3 1 (33.33%) Data Science
3 1 (33.33%) Data Security
3 1 (33.33%) Data Strategy
3 1 (33.33%) Enterprise Architecture
3 1 (33.33%) Metadata Management
3 1 (33.33%) Project Management
3 1 (33.33%) SFIA
Programming Languages
1 3 (100.00%) SQL
2 2 (66.67%) T-SQL
3 1 (33.33%) C#
3 1 (33.33%) Java
3 1 (33.33%) JavaScript
3 1 (33.33%) Python
3 1 (33.33%) Ruby
3 1 (33.33%) Scala
3 1 (33.33%) Shell Script
Qualifications
1 2 (66.67%) AWS Certification
1 2 (66.67%) Degree
Quality Assurance & Compliance
1 3 (100.00%) Data Quality
2 1 (33.33%) QA
System Software
1 1 (33.33%) Docker
Vendors
1 1 (33.33%) CA
1 1 (33.33%) Informatica
1 1 (33.33%) Oracle
1 1 (33.33%) Tableau