Period
to 21 July 2018

The following table provides summary statistics for contract job vacancies 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 21 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
UK
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 791 747 757
Rank change year-on-year -44 +10 +65
Contract jobs citing Pentaho 100 111 155
As % of all contract IT jobs advertised in the UK 0.096% 0.12% 0.14%
As % of the Database & Business Intelligence category 0.42% 0.52% 0.64%
Number of daily rates quoted 65 61 83
UK median daily rate £508 £475 £500
Median daily rate % change year-on-year +6.84% -5.00% +11.11%
10th Percentile £350 £313 £412
90th Percentile £625 £615 £795
UK excluding London median daily rate £470 £463 £505
% change year-on-year +1.62% -8.42% +34.67%
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London 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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 23,623 21,545 24,288
As % of all contract IT jobs advertised in the UK 22.68% 22.45% 22.07%
Number of daily rates quoted 16,485 14,317 16,267
UK median daily rate £463 £450 £425
Median daily rate % change year-on-year +2.78% +5.88% +6.25%
10th Percentile £313 £300 £280
90th Percentile £638 £619 £600
UK excluding London median daily rate £413 £400 £375
% change year-on-year +3.13% +6.67% +3.45%
Number of hourly rates quoted 247 269 380
UK median hourly rate £32.50 £31.00 £28.50
Median hourly rate % change year-on-year +4.84% +8.77% +14.00%
10th Percentile £14.00 £11.17 £11.48
90th Percentile £55.00 £52.50 £51.00
UK excluding London median hourly rate £33.50 £32.25 £30.50
% change year-on-year +3.88% +5.74% +22.00%

Pentaho
Job Vacancy Trend

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

Job vacancy trend for Pentaho in the UK

Pentaho
Contractor Daily Rate Trend

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

Contractor daily rate trend for Pentaho in the UK

Pentaho
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Pentaho over the 6 months to 21 July 2018.

Contractor daily rate histogram for Pentaho in the UK

Pentaho
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Pentaho in the UK

Pentaho
Top 14 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Pentaho within the UK over the 6 months to 21 July 2018. 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
England -42 88 £525 +5.94% 19
UK excluding London -13 66 £470 +1.62% 16
London -59 32 £550 +10.00% 4
North of England -9 23 £525 -13.93% 4
Yorkshire -15 16 £500 -18.03%
East of England +5 13 £550 +51.72% 7
South East -10 13 £450 +26.32% 1
Scotland -30 10 £383 -19.47% 1
North West -7 7 £550 -9.84% 3
Midlands -24 4 £338 -15.63% 3
South West +1 3 - -
West Midlands -41 3 £338 -15.63% 2
East Midlands +5 1 - - 1
North East -5 1 £733 +20.16% 1

For the 6 months to 21 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 with a requirement for Pentaho.

1 71 (71.00%) ETL
2 52 (52.00%) SQL
3 48 (48.00%) Oracle
3 48 (48.00%) Agile Software Development
4 42 (42.00%) Data Warehouse
5 39 (39.00%) Data Integration
6 35 (35.00%) Informatica
7 33 (33.00%) Apache Hive
8 32 (32.00%) Hadoop
8 32 (32.00%) HBase
9 31 (31.00%) Data Quality
10 29 (29.00%) Big Data
11 28 (28.00%) Java
12 26 (26.00%) Business Intelligence
13 24 (24.00%) Data Modelling
13 24 (24.00%) Analytics
14 23 (23.00%) Talend
14 23 (23.00%) JIRA
15 22 (22.00%) Scrum
16 21 (21.00%) Migration
16 21 (21.00%) Shell Script
16 21 (21.00%) Linux
16 21 (21.00%) MongoDB
16 21 (21.00%) Analytical Skills
16 21 (21.00%) Apache Spark
17 20 (20.00%) MapReduce
17 20 (20.00%) QA
17 20 (20.00%) Python
17 20 (20.00%) Finance
18 18 (18.00%) Kafka

Pentaho
Co-occurring IT Skills 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 21 (21.00%) Apache Spark
2 14 (14.00%) Confluence
3 12 (12.00%) SAS
4 9 (9.00%) Apache
5 7 (7.00%) Tomcat
6 6 (6.00%) Apache Pig
7 1 (1.00%) Apache Solr
7 1 (1.00%) Elasticsearch
7 1 (1.00%) IIS
7 1 (1.00%) JBoss
7 1 (1.00%) WebLogic
7 1 (1.00%) WildFly
Applications
1 3 (3.00%) SPSS
Business Applications
1 2 (2.00%) Remedy ITSM
2 1 (1.00%) Markit EDM
Cloud Services
1 13 (13.00%) Amazon AWS
2 10 (10.00%) Amazon S3
3 8 (8.00%) Microsoft Azure
4 3 (3.00%) OpenShift
5 1 (1.00%) Amazon Kinesis
5 1 (1.00%) Cloud Computing
5 1 (1.00%) SaaS
Communications & Networking
1 7 (7.00%) Internet
2 6 (6.00%) DSL
3 2 (2.00%) Radio Access Network
4 1 (1.00%) Firewall
Database & Business Intelligence
1 42 (42.00%) Data Warehouse
2 33 (33.00%) Apache Hive
3 32 (32.00%) Hadoop
3 32 (32.00%) HBase
4 29 (29.00%) Big Data
5 21 (21.00%) MongoDB
6 15 (15.00%) PostgreSQL
6 15 (15.00%) SQL Server
7 13 (13.00%) Impala
8 12 (12.00%) NoSQL
9 11 (11.00%) BusinessObjects
9 11 (11.00%) MySQL
9 11 (11.00%) Sqoop
10 10 (10.00%) Relational Database
11 9 (9.00%) OLAP
11 9 (9.00%) Power BI
12 8 (8.00%) Enterprise Data Warehouse
12 8 (8.00%) Oracle OLAP
13 7 (7.00%) DB2
13 7 (7.00%) RDBMS
Development Applications
1 23 (23.00%) JIRA
2 12 (12.00%) Git (software)
2 12 (12.00%) Jenkins
3 11 (11.00%) SoapUI
4 10 (10.00%) JMeter
4 10 (10.00%) LoadRunner
4 10 (10.00%) Selenium
5 8 (8.00%) ERwin
6 5 (5.00%) Bitbucket
6 5 (5.00%) Subversion
7 4 (4.00%) VSS/SourceSafe
8 3 (3.00%) Maven
8 3 (3.00%) Sonatype Nexus
9 2 (2.00%) Apache Continuum
9 2 (2.00%) IntelliJ
10 1 (1.00%) HP UFT
10 1 (1.00%) PowerDesigner
10 1 (1.00%) Sahi
10 1 (1.00%) WATIR
10 1 (1.00%) XMLSpy
General
1 20 (20.00%) Finance
2 4 (4.00%) Retail
3 3 (3.00%) Banking
4 2 (2.00%) Front Office
4 2 (2.00%) Games
5 1 (1.00%) Marketing
5 1 (1.00%) Publishing
5 1 (1.00%) Telecoms
Job Titles
1 31 (31.00%) Developer
2 15 (15.00%) Data Engineer
3 13 (13.00%) ETL Developer
4 12 (12.00%) Analyst
5 10 (10.00%) Architect
6 9 (9.00%) Pentaho Developer
7 8 (8.00%) Data Architect
8 7 (7.00%) Big Data Engineer
8 7 (7.00%) Consultant
9 6 (6.00%) Data Analyst
10 5 (5.00%) Business Intelligence Developer
10 5 (5.00%) Data Consultant
11 4 (4.00%) ETL Analyst
11 4 (4.00%) Insight Consultant
11 4 (4.00%) Test Analyst
11 4 (4.00%) Tester
12 3 (3.00%) Business Intelligence Architect
12 3 (3.00%) Data Migration Analyst
12 3 (3.00%) Hadoop Engineer
12 3 (3.00%) Migration Analyst
Libraries, Frameworks & Software Standards
1 18 (18.00%) Kafka
2 9 (9.00%) XML
3 6 (6.00%) Spark Streaming
4 5 (5.00%) LAMP
4 5 (5.00%) LAPP Stack
4 5 (5.00%) RabbitMQ
5 4 (4.00%) ActiveMQ
5 4 (4.00%) Web Services
6 3 (3.00%) .NET
6 3 (3.00%) Apache Drill
6 3 (3.00%) HTML
6 3 (3.00%) HTML5
6 3 (3.00%) JSON
6 3 (3.00%) Middleware
7 2 (2.00%) AngularJS
7 2 (2.00%) Drools
7 2 (2.00%) J2EE
7 2 (2.00%) PySpark
7 2 (2.00%) REST
7 2 (2.00%) SOAP
Miscellaneous
1 21 (21.00%) Analytical Skills
2 10 (10.00%) Data Structures
3 9 (9.00%) Management Information System
4 8 (8.00%) Enterprise Software
5 7 (7.00%) Client/Server
6 4 (4.00%) Replication
7 3 (3.00%) Greenfield Project
8 2 (2.00%) Cloud Native
8 2 (2.00%) CMDB
8 2 (2.00%) Mainframe
8 2 (2.00%) NHS
8 2 (2.00%) Private Cloud
8 2 (2.00%) Self-Motivation
8 2 (2.00%) TM Forum
9 1 (1.00%) Computer Science
9 1 (1.00%) Reference Data
9 1 (1.00%) User Experience
Operating Systems
1 21 (21.00%) Linux
2 14 (14.00%) Unix
3 7 (7.00%) Windows
4 3 (3.00%) Red Hat Enterprise Linux
5 2 (2.00%) VME
6 1 (1.00%) AIX
6 1 (1.00%) Windows Server 2008
Processes & Methodologies
1 71 (71.00%) ETL
2 48 (48.00%) Agile Software Development
3 39 (39.00%) Data Integration
4 26 (26.00%) Business Intelligence
5 24 (24.00%) Analytics
5 24 (24.00%) Data Modelling
6 22 (22.00%) Scrum
7 21 (21.00%) Migration
8 20 (20.00%) MapReduce
9 17 (17.00%) Data Management
9 17 (17.00%) Data Security
10 15 (15.00%) Data Architecture
11 14 (14.00%) Data Visualisation
11 14 (14.00%) Open Source
11 14 (14.00%) Stakeholder Management
11 14 (14.00%) Visualisation
12 13 (13.00%) Coaching
12 13 (13.00%) Integration Testing
13 12 (12.00%) Kanban
13 12 (12.00%) User Stories
Programming Languages
1 52 (52.00%) SQL
2 28 (28.00%) Java
3 21 (21.00%) Shell Script
4 20 (20.00%) Python
5 13 (13.00%) PL/SQL
6 11 (11.00%) HiveQL
7 7 (7.00%) R
7 7 (7.00%) Scala
8 6 (6.00%) C#
8 6 (6.00%) JavaScript
9 5 (5.00%) T-SQL
10 4 (4.00%) F#
10 4 (4.00%) Perl
11 3 (3.00%) Ruby
12 2 (2.00%) VBA
Qualifications
1 10 (10.00%) ISEB
1 10 (10.00%) ISTQB
2 7 (7.00%) Security Cleared
3 5 (5.00%) SC Cleared
4 3 (3.00%) BPSS Clearance
5 2 (2.00%) ITIL Certification
6 1 (1.00%) Computer Science Degree
6 1 (1.00%) DBS Check
6 1 (1.00%) Degree
Quality Assurance & Compliance
1 31 (31.00%) Data Quality
2 20 (20.00%) QA
3 7 (7.00%) GDPR
4 2 (2.00%) PMO
5 1 (1.00%) Disclosure Scotland
5 1 (1.00%) Sarbanes-Oxley
System Software
1 10 (10.00%) Apache Flume
2 5 (5.00%) Docker
3 3 (3.00%) OpenIDM
4 1 (1.00%) Apache ZooKeeper
4 1 (1.00%) HDFS
4 1 (1.00%) Hyper-V
4 1 (1.00%) Veritas Cluster Server
4 1 (1.00%) VMware ESXi
Systems Management
1 5 (5.00%) Kibana
1 5 (5.00%) Oracle Flashback
2 3 (3.00%) Control-M
2 3 (3.00%) Data Guard
2 3 (3.00%) Oracle EDQ
2 3 (3.00%) Oracle RMAN
3 2 (2.00%) Apache Slider
4 1 (1.00%) Ansible
4 1 (1.00%) Oozie
4 1 (1.00%) Opscode Chef
4 1 (1.00%) Puppet
Vendors
1 48 (48.00%) Oracle
2 35 (35.00%) Informatica
3 23 (23.00%) Talend
4 14 (14.00%) Tableau
5 11 (11.00%) Cloudera
5 11 (11.00%) Microsoft
6 9 (9.00%) SAP
7 8 (8.00%) CA
7 8 (8.00%) IBM
8 6 (6.00%) Red Hat
9 5 (5.00%) Splunk
10 4 (4.00%) webMethods
11 3 (3.00%) Alteryx
11 3 (3.00%) Cognos
11 3 (3.00%) Teradata
11 3 (3.00%) Vertica
12 2 (2.00%) Attivio
12 2 (2.00%) ICL
12 2 (2.00%) Remedy
12 2 (2.00%) ServiceNow