The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Pentaho skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Pentaho over the 3 months to 30 March 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.

Pentaho
UK / England
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 531 507 579
Rank change year-on-year -24 +72  
Contract jobs citing Pentaho 45 117 22
As % of all contract IT jobs advertised in England 0.11% 0.23% 0.045%
As % of the Database & Business Intelligence category 0.47% 1.05% 0.20%
Number of daily rates quoted 23 59 16
Median daily rate £500 £526 £475
Median daily rate % change year-on-year -4.94% +10.73%  
90% offered a daily rate of more than £430 £450 £400
10% offered a daily rate of more than £541 £800 £500
UK excluding London median daily rate £438 £500 £400
% change year-on-year -12.50% +25.00%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Pentaho is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
England
Contract job vacancies with a requirement for database and business intelligence skills 9586 11153 10907
As % of all contract IT job vacancies advertised in England 22.83% 22.32% 22.37%
Number of daily rates quoted 6521 7561 7125
Median daily rate £450 £425 £403
Median daily rate % change year-on-year +5.88% +5.59%  
90% offered a daily rate of more than £300 £300 £285
10% offered a daily rate of more than £600 £600 £550
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 105 154 148
Median hourly rate £35.00 £32.50 £32.10
Median hourly rate % change year-on-year +7.69% +1.24%  
90% offered a hourly rate of more than £12.00 £15.00 £15.17
10% offered a hourly rate of more than £47.00 £55.00 £46.09
UK excluding London median hourly rate £35.00 £32.50 £32.50
% change year-on-year +7.69% -  

Pentaho
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Pentaho as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Pentaho in England

Pentaho
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Pentaho in England

Pentaho
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Pentaho in England over the 3 months to 30 March 2017.

Contractor daily rate histogram for Pentaho in England

Pentaho
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Pentaho in England.

Contractor hourly rate trend for Pentaho in England

Pentaho
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Pentaho within the England region over the 3 months to 30 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +43 25 £500 -33.33% 5
West Midlands -35 7 £496 +5.44%
South West +6 5 £510 -3.04%
East of England +5 3 - -
East Midlands - 2 - -
South East +11 1 £338 -20.58%
Midlands +7 1 - -
North West - 1 - - 2
Pentaho
UK

For the 6 months to 30 March 2017, IT contractor jobs citing Pentaho 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 England region with a requirement for Pentaho.

1 69 (76.67%) ETL
2 40 (44.44%) Oracle
3 39 (43.33%) SQL
4 37 (41.11%) Informatica
5 35 (38.89%) Java
6 33 (36.67%) Data Warehouse
6 33 (36.67%) Hadoop
7 31 (34.44%) Agile Software Development
8 30 (33.33%) Data Modelling
9 27 (30.00%) Python
10 24 (26.67%) Big Data
11 22 (24.44%) Unix
11 22 (24.44%) Apache Spark
12 21 (23.33%) BusinessObjects
13 20 (22.22%) Apache Hive
14 19 (21.11%) Data Integration
14 19 (21.11%) Business Intelligence
15 18 (20.00%) DataStage
15 18 (20.00%) Talend Open Studio
15 18 (20.00%) Talend
16 17 (18.89%) Analytics
16 17 (18.89%) Data Analysis
16 17 (18.89%) Data Management
17 16 (17.78%) Performance Tuning
18 14 (15.56%) Finance
18 14 (15.56%) SAS
18 14 (15.56%) XML
18 14 (15.56%) HBase
18 14 (15.56%) SDLC
19 13 (14.44%) Relational Database

Pentaho
Co-occurring IT Skills in England 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 22 (24.44%) Apache Spark
2 14 (15.56%) SAS
3 8 (8.89%) Apache
3 8 (8.89%) Apache Pig
3 8 (8.89%) Apache Solr
3 8 (8.89%) WebLogic
4 4 (4.44%) Confluence
5 2 (2.22%) CICS
5 2 (2.22%) Elasticsearch
6 1 (1.11%) IIS
6 1 (1.11%) Oracle SOA Suite
Applications
1 6 (6.67%) SPSS
2 3 (3.33%) MS Excel
Business Applications
1 2 (2.22%) Maximo
1 2 (2.22%) SAP Oil and Gas
Cloud Services
1 12 (13.33%) Amazon AWS
2 4 (4.44%) Amazon EMR
3 3 (3.33%) Cloud Computing
4 1 (1.11%) Amazon EC2
4 1 (1.11%) IaaS
4 1 (1.11%) PaaS
Database & Business Intelligence
1 33 (36.67%) Data Warehouse
1 33 (36.67%) Hadoop
2 24 (26.67%) Big Data
3 21 (23.33%) BusinessObjects
4 20 (22.22%) Apache Hive
5 18 (20.00%) DataStage
6 14 (15.56%) HBase
7 13 (14.44%) Relational Database
7 13 (14.44%) SQL Server
8 12 (13.33%) Oracle Database
8 12 (13.33%) Oracle Reports
9 10 (11.11%) Apache Cassandra
9 10 (11.11%) NoSQL
10 8 (8.89%) BusinessObjects Web Intelligence
10 8 (8.89%) Crystal Reports
10 8 (8.89%) MongoDB
10 8 (8.89%) MySQL
10 8 (8.89%) Oracle Database 10g
10 8 (8.89%) Oracle9i Database
10 8 (8.89%) SAP Data Services
Development Applications
1 18 (20.00%) Talend Open Studio
2 4 (4.44%) CA Gen
2 4 (4.44%) ERwin
2 4 (4.44%) JIRA
2 4 (4.44%) MagicDraw
3 3 (3.33%) ClearCase
4 2 (2.22%) ChangeMan
4 2 (2.22%) MSI
5 1 (1.11%) Eclipse
5 1 (1.11%) Visual Studio
General
1 14 (15.56%) Finance
2 7 (7.78%) Banking
3 3 (3.33%) Games
4 2 (2.22%) Retail
4 2 (2.22%) Wholesale Banking
Job Titles
1 41 (45.56%) Developer
2 22 (24.44%) Pentaho Developer
3 21 (23.33%) ETL Developer
4 15 (16.67%) Architect
5 10 (11.11%) Analyst
6 9 (10.00%) Data Analyst
7 8 (8.89%) Data Architect
7 8 (8.89%) Data Warehouse Developer
8 6 (6.67%) Big Data Analyst
8 6 (6.67%) Oracle Developer
8 6 (6.67%) Oracle ETL Developer
9 5 (5.56%) AWS Engineer
9 5 (5.56%) DevOps Engineer
9 5 (5.56%) Hadoop Engineer
10 4 (4.44%) Administrator
10 4 (4.44%) ETL Analyst
10 4 (4.44%) Hadoop Administrator
10 4 (4.44%) Hadoop Architect
10 4 (4.44%) SAP BusinessObjects (BO) Developer
11 3 (3.33%) Lead Developer
Libraries, Frameworks & Software Standards
1 14 (15.56%) XML
2 8 (8.89%) Lucene
3 7 (7.78%) J2EE
4 6 (6.67%) Web Services
5 5 (5.56%) Kafka
6 4 (4.44%) Apache Tez
7 3 (3.33%) .NET
8 2 (2.22%) Celery
8 2 (2.22%) D3.js
8 2 (2.22%) NumPy
8 2 (2.22%) Pandas
8 2 (2.22%) RabbitMQ
8 2 (2.22%) scikit-learn
8 2 (2.22%) SciPy
8 2 (2.22%) Spark Streaming
9 1 (1.11%) .NET Framework
9 1 (1.11%) CSS
9 1 (1.11%) HTML
9 1 (1.11%) JSON
9 1 (1.11%) XSLT
Miscellaneous
1 8 (8.89%) Computer Science
2 7 (7.78%) Analytical Skills
3 6 (6.67%) Reference Data
4 5 (5.56%) Algorithms
4 5 (5.56%) Taxonomies
5 4 (4.44%) CMDB
6 3 (3.33%) Life Science
6 3 (3.33%) Social Media
7 2 (2.22%) Data Structures
7 2 (2.22%) Enterprise Software
7 2 (2.22%) Fintech
7 2 (2.22%) IBM Mainframe
7 2 (2.22%) Mainframe
7 2 (2.22%) Smart Energy
7 2 (2.22%) VSAM
8 1 (1.11%) Management Information System
8 1 (1.11%) Robotics
8 1 (1.11%) Social Network
Operating Systems
1 22 (24.44%) Unix
2 10 (11.11%) Linux
3 2 (2.22%) Windows
Processes & Methodologies
1 69 (76.67%) ETL
2 31 (34.44%) Agile Software Development
3 30 (33.33%) Data Modelling
4 19 (21.11%) Business Intelligence
4 19 (21.11%) Data Integration
5 17 (18.89%) Analytics
5 17 (18.89%) Data Analysis
5 17 (18.89%) Data Management
6 16 (17.78%) Performance Tuning
7 14 (15.56%) SDLC
8 13 (14.44%) Migration
8 13 (14.44%) Scrum
9 12 (13.33%) RUP
10 10 (11.11%) MapReduce
10 10 (11.11%) Open Source
10 10 (11.11%) Waterfall
11 9 (10.00%) Data Migration
11 9 (10.00%) ETL Development
12 8 (8.89%) Continuous Integration
12 8 (8.89%) Data Architecture
Programming Languages
1 39 (43.33%) SQL
2 35 (38.89%) Java
3 27 (30.00%) Python
4 13 (14.44%) Perl
5 11 (12.22%) PL/SQL
6 8 (8.89%) Shell Script
7 6 (6.67%) PHP
7 6 (6.67%) R
8 5 (5.56%) Scala
9 4 (4.44%) C
10 3 (3.33%) Bash Shell
10 3 (3.33%) COBOL
10 3 (3.33%) Ruby
11 2 (2.22%) JavaScript
11 2 (2.22%) SPARQL
12 1 (1.11%) C#
12 1 (1.11%) VB
12 1 (1.11%) VB.NET
12 1 (1.11%) VB6
12 1 (1.11%) VBA
Qualifications
1 11 (12.22%) Degree
2 5 (5.56%) SC Cleared
2 5 (5.56%) Security Cleared
Quality Assurance & Compliance
1 7 (7.78%) Data Quality
2 3 (3.33%) QA
System Software
1 4 (4.44%) Apache Flume
2 2 (2.22%) HDFS
3 1 (1.11%) Docker
3 1 (1.11%) Virtual Machines
Systems Management
1 11 (12.22%) Opscode Chef
2 5 (5.56%) Puppet
3 2 (2.22%) Hadoop YARN
4 1 (1.11%) HP Quality Center
Vendors
1 40 (44.44%) Oracle
2 37 (41.11%) Informatica
3 18 (20.00%) Talend
4 11 (12.22%) Ab Initio
4 11 (12.22%) Cloudera
5 10 (11.11%) Tableau
5 10 (11.11%) Teradata
6 9 (10.00%) SAP
7 8 (8.89%) BEA
7 8 (8.89%) webMethods
8 7 (7.78%) MicroStrategy
8 7 (7.78%) Netezza
9 6 (6.67%) IBM
9 6 (6.67%) Vertica
10 5 (5.56%) Microsoft
10 5 (5.56%) Red Hat
11 4 (4.44%) Cognos
11 4 (4.44%) Pega
12 3 (3.33%) Splunk
13 2 (2.22%) Google