Period
to 18 July 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds 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 18 July 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.

Pentaho
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 144 124 155
Rank change year-on-year -20 +31 -5
Contract jobs citing Pentaho 15 13 1
As % of all contract IT jobs advertised in Leeds 0.59% 0.60% 0.034%
As % of the Database & Business Intelligence category 2.25% 2.33% 0.14%
Number of daily rates quoted 14 8 0
Leeds median daily rate £500 £561 -
Median daily rate % change year-on-year -10.91% - -
West Yorkshire median daily rate £500 £513 -
% change year-on-year -2.44% - -
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West Yorkshire median hourly rate - - -

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Contract vacancies with a requirement for database or business intelligence skills 667 557 719
As % of all contract IT jobs advertised in Leeds 26.27% 25.61% 24.31%
Number of daily rates quoted 477 386 527
Leeds median daily rate £400 £400 £390
Median daily rate % change year-on-year - +2.56% +11.43%
10th Percentile £312 £308 £300
90th Percentile £538 £508 £525
West Yorkshire median daily rate £400 £400 £380
% change year-on-year - +5.26% +8.57%
Number of hourly rates quoted 5 3 2
Leeds median hourly rate £24.00 £19.00 £15.30
Median hourly rate % change year-on-year +26.32% +24.22% -17.32%
10th Percentile £12.80 £17.30 £14.43
90th Percentile £33.45 £24.50 £15.96
West Yorkshire median hourly rate £28.00 £19.00 £18.55
% change year-on-year +47.37% +2.45% +0.93%

Pentaho
Job Vacancy Trend in Leeds

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

Job vacancy trend for Pentaho in Leeds

Pentaho
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for Pentaho in Leeds

Pentaho
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Pentaho in Leeds over the 6 months to 18 July 2018.

Contractor daily rate histogram for Pentaho in Leeds

For the 6 months to 18 July 2018, 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 Leeds region with a requirement for Pentaho.

1 15 (100.00%) ETL
2 11 (73.33%) Informatica
3 10 (66.67%) Agile Software Development
3 10 (66.67%) Hadoop
3 10 (66.67%) Apache Hive
3 10 (66.67%) MapReduce
3 10 (66.67%) HBase
3 10 (66.67%) Talend
3 10 (66.67%) Apache Spark
4 9 (60.00%) Kafka
5 7 (46.67%) Data Warehouse
6 6 (40.00%) DSL
6 6 (40.00%) Big Data
6 6 (40.00%) HiveQL
6 6 (40.00%) Spark Streaming
7 5 (33.33%) Amazon Aurora
7 5 (33.33%) Amazon S3
7 5 (33.33%) Amazon AWS
8 4 (26.67%) Refactoring
8 4 (26.67%) Integration Testing
8 4 (26.67%) IT Strategy
8 4 (26.67%) ETL Development
8 4 (26.67%) Cloudera
9 3 (20.00%) Migration
9 3 (20.00%) Software Engineering
10 2 (13.33%) Ruby
10 2 (13.33%) Data Protection
10 2 (13.33%) Games
10 2 (13.33%) Retail
10 2 (13.33%) NHS

Pentaho
Co-occurring IT Skills in Leeds 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 10 (66.67%) Apache Spark
Cloud Services
1 5 (33.33%) Amazon AWS
1 5 (33.33%) Amazon S3
2 1 (6.67%) Cloud Computing
Communications & Networking
1 6 (40.00%) DSL
Database & Business Intelligence
1 10 (66.67%) Apache Hive
1 10 (66.67%) Hadoop
1 10 (66.67%) HBase
2 7 (46.67%) Data Warehouse
3 6 (40.00%) Big Data
4 5 (33.33%) Amazon Aurora
5 1 (6.67%) OLAP
5 1 (6.67%) Oracle OWB
5 1 (6.67%) SQL Server Integration Services
General
1 2 (13.33%) Games
1 2 (13.33%) Retail
Job Titles
1 10 (66.67%) Data Engineer
2 4 (26.67%) Big Data Engineer
2 4 (26.67%) Developer
2 4 (26.67%) ETL Developer
3 3 (20.00%) Pentaho Developer
4 2 (13.33%) Hadoop Engineer
5 1 (6.67%) Analyst
5 1 (6.67%) AWS Developer
5 1 (6.67%) Big Data Developer
5 1 (6.67%) Business Intelligence Developer
5 1 (6.67%) Data Analyst
5 1 (6.67%) Development Engineer
5 1 (6.67%) Governance Analyst
5 1 (6.67%) Informatica Developer
5 1 (6.67%) Informatica ETL Developer
5 1 (6.67%) Lead Developer
5 1 (6.67%) SSIS Developer
Libraries, Frameworks & Software Standards
1 9 (60.00%) Kafka
2 6 (40.00%) Spark Streaming
Miscellaneous
1 2 (13.33%) NHS
2 1 (6.67%) Analytical Skills
2 1 (6.67%) Management Information System
Processes & Methodologies
1 15 (100.00%) ETL
2 10 (66.67%) Agile Software Development
2 10 (66.67%) MapReduce
3 4 (26.67%) ETL Development
3 4 (26.67%) Integration Testing
3 4 (26.67%) IT Strategy
3 4 (26.67%) Refactoring
4 3 (20.00%) Migration
4 3 (20.00%) Software Engineering
5 2 (13.33%) Business Intelligence
5 2 (13.33%) Data Protection
6 1 (6.67%) Analytics
6 1 (6.67%) Data Analytics
6 1 (6.67%) Data Governance
6 1 (6.67%) Data Integration
6 1 (6.67%) Data Management
6 1 (6.67%) Information Governance
6 1 (6.67%) Metadata Management
Programming Languages
1 6 (40.00%) HiveQL
2 2 (13.33%) Ruby
2 2 (13.33%) Scala
Quality Assurance & Compliance
1 2 (13.33%) GDPR
1 2 (13.33%) PMO
Vendors
1 11 (73.33%) Informatica
2 10 (66.67%) Talend
3 4 (26.67%) Cloudera