Period
to 18 October 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 18 October 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
18 Oct 2018
Same period 2017 Same period 2016
Rank 789 754 785
Rank change year-on-year -35 +31 -1
Contract jobs citing Pentaho 95 113 109
As % of all contract IT jobs advertised in the UK 0.092% 0.11% 0.10%
As % of the Database & Business Intelligence category 0.41% 0.51% 0.46%
Number of daily rates quoted 52 67 65
UK median daily rate £513 £500 £450
Median daily rate % change year-on-year +2.50% +11.11% -
10th Percentile £363 £323 £359
90th Percentile £725 £675 £651
UK excluding London median daily rate £475 £450 £500
% change year-on-year +5.56% -10.00% +17.51%
Number of hourly rates quoted 0 3 5
UK median hourly rate - £65.50 £44.00
Median hourly rate % change year-on-year - +48.86% +31.15%
UK excluding London median hourly rate - £65.50 £50.00
% change year-on-year - +31.00% +49.03%

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 23,258 22,076 23,953
As % of all contract IT jobs advertised in the UK 22.56% 22.21% 22.48%
Number of daily rates quoted 16,230 14,894 15,957
UK median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £313 £308 £281
90th Percentile £638 £625 £588
UK excluding London median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 228 279 395
UK median hourly rate £32.00 £30.00 £29.53
Median hourly rate % change year-on-year +6.67% +1.61% +5.21%
10th Percentile £12.46 £13.62 £11.10
90th Percentile £56.42 £54.00 £49.50
UK excluding London median hourly rate £33.00 £32.50 £28.50
% change year-on-year +1.54% +14.04% -3.39%

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 18 October 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 11 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 18 October 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 -35 79 £550 +10.00% 18
UK excluding London -12 67 £475 +5.56% 12
East of England +19 28 £550 +51.72% 3
London -43 26 £550 +7.32% 7
North of England -34 14 £550 -9.84% 3
Scotland - 14 £475 - 1
North West -13 10 £563 -7.79% 2
South East -17 6 £450 +12.50% 3
Yorkshire -31 6 £775 +27.05% 1
Midlands -32 5 £356 +1.79% 2
West Midlands -35 5 £356 +1.79% 1

For the 6 months to 18 October 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 61 (64.21%) SQL
2 53 (55.79%) Agile Software Development
3 47 (49.47%) Oracle
3 47 (49.47%) ETL
4 40 (42.11%) JIRA
5 39 (41.05%) Scrum
6 33 (34.74%) Linux
6 33 (34.74%) Confluence
7 32 (33.68%) Hadoop
7 32 (33.68%) Java
8 31 (32.63%) Data Warehouse
9 28 (29.47%) Shell Script
10 27 (28.42%) Business Intelligence
10 27 (28.42%) MySQL
11 25 (26.32%) Data Integration
12 24 (25.26%) Security Cleared
12 24 (25.26%) Relational Database
13 23 (24.21%) DevOps
14 22 (23.16%) Git (software)
14 22 (23.16%) Amazon AWS
14 22 (23.16%) Unix
15 21 (22.11%) Data Quality
16 20 (21.05%) Jenkins
16 20 (21.05%) Open Source
17 19 (20.00%) Configuration Management
17 19 (20.00%) User Stories
18 18 (18.95%) SC Cleared
19 17 (17.89%) Kanban
19 17 (17.89%) Apache Hive
19 17 (17.89%) HBase

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 33 (34.74%) Confluence
2 10 (10.53%) Apache Spark
3 7 (7.37%) Tomcat
4 5 (5.26%) SAS
5 2 (2.11%) Apache
6 1 (1.05%) IIS
6 1 (1.05%) JBoss
6 1 (1.05%) K2 blackpearl
6 1 (1.05%) SharePoint
6 1 (1.05%) SharePoint 2013
6 1 (1.05%) WildFly
Applications
1 1 (1.05%) Microsoft Office
1 1 (1.05%) SPSS
Business Applications
1 2 (2.11%) Remedy ITSM
Cloud Services
1 22 (23.16%) Amazon AWS
2 9 (9.47%) Microsoft Azure
3 7 (7.37%) Cloud Computing
3 7 (7.37%) IaaS
3 7 (7.37%) PaaS
4 4 (4.21%) Amazon S3
5 2 (2.11%) Amazon CloudWatch
5 2 (2.11%) Amazon EC2
5 2 (2.11%) Amazon Kinesis
5 2 (2.11%) Amazon SageMaker
5 2 (2.11%) AWS CloudTrail
5 2 (2.11%) SaaS
5 2 (2.11%) Virtual Private Cloud
6 1 (1.05%) Azure Active Directory
6 1 (1.05%) Azure Data Factory
6 1 (1.05%) Azure Machine Learning
6 1 (1.05%) Office 365
6 1 (1.05%) Trello
Communications & Networking
1 9 (9.47%) Firewall
2 7 (7.37%) HTTP
2 7 (7.37%) HTTPS
2 7 (7.37%) Internet
2 7 (7.37%) SSL
2 7 (7.37%) VPN
3 6 (6.32%) Kerberos
4 2 (2.11%) Radio Access Network
Database & Business Intelligence
1 32 (33.68%) Hadoop
2 31 (32.63%) Data Warehouse
3 27 (28.42%) MySQL
4 24 (25.26%) Relational Database
5 17 (17.89%) Apache Hive
5 17 (17.89%) HBase
6 15 (15.79%) Big Data
6 15 (15.79%) RDBMS
7 12 (12.63%) SQL Server
8 11 (11.58%) MongoDB
9 9 (9.47%) BusinessObjects
9 9 (9.47%) Sqoop
10 8 (8.42%) Data Lake
10 8 (8.42%) Impala
10 8 (8.42%) PostgreSQL
11 7 (7.37%) QlikView
12 6 (6.32%) Power BI
13 5 (5.26%) Enterprise Data Warehouse
13 5 (5.26%) Oracle Database
14 4 (4.21%) Amazon Redshift
Development Applications
1 40 (42.11%) JIRA
2 22 (23.16%) Git (software)
3 20 (21.05%) Jenkins
4 11 (11.58%) SoapUI
5 10 (10.53%) Bitbucket
5 10 (10.53%) JMeter
5 10 (10.53%) LoadRunner
5 10 (10.53%) Selenium
6 9 (9.47%) Artifactory
7 7 (7.37%) IntelliJ
8 5 (5.26%) ERwin
9 3 (3.16%) Maven
9 3 (3.16%) Sonatype Nexus
10 2 (2.11%) Apache Continuum
11 1 (1.05%) Cucumber
11 1 (1.05%) HP UFT
11 1 (1.05%) PowerDesigner
11 1 (1.05%) Sahi
11 1 (1.05%) WATIR
11 1 (1.05%) XMLSpy
General
1 17 (17.89%) Finance
2 7 (7.37%) Legal
3 2 (2.11%) Banking
4 1 (1.05%) Telecoms
Job Titles
1 46 (48.42%) Developer
2 21 (22.11%) Pentaho Developer
3 12 (12.63%) ETL Developer
4 11 (11.58%) DevOps Engineer
5 8 (8.42%) Analyst
5 8 (8.42%) Architect
5 8 (8.42%) SQL Developer
6 7 (7.37%) Business Intelligence Developer
7 6 (6.32%) Senior DevOps
8 5 (5.26%) AWS Engineer
8 5 (5.26%) Azure DevOps
8 5 (5.26%) Azure DevOps Engineer
8 5 (5.26%) Azure Engineer
8 5 (5.26%) Data Architect
8 5 (5.26%) Hadoop Engineer
8 5 (5.26%) Java Developer
9 4 (4.21%) AWS DevOps
9 4 (4.21%) AWS DevOps Engineer
9 4 (4.21%) Test Analyst
9 4 (4.21%) Tester
Libraries, Frameworks & Software Standards
1 10 (10.53%) XML
2 8 (8.42%) OAuth
2 8 (8.42%) SAML
3 7 (7.37%) AngularJS
3 7 (7.37%) Drools
3 7 (7.37%) LDAP
3 7 (7.37%) Web Services
4 4 (4.21%) HTML
4 4 (4.21%) HTML5
4 4 (4.21%) JSON
4 4 (4.21%) Kafka
4 4 (4.21%) RabbitMQ
5 3 (3.16%) Elastic Stack
5 3 (3.16%) Middleware
5 3 (3.16%) Sensu
6 2 (2.11%) .NET
6 2 (2.11%) REST
6 2 (2.11%) SOAP
7 1 (1.05%) OpenID
7 1 (1.05%) XSD
Miscellaneous
1 17 (17.89%) Analytical Skills
2 9 (9.47%) Greenfield Project
3 7 (7.37%) Client/Server
3 7 (7.37%) Cloud Native
3 7 (7.37%) Management Information System
3 7 (7.37%) Private Cloud
4 6 (6.32%) Data Centre
5 3 (3.16%) Enterprise Software
6 2 (2.11%) AS400
6 2 (2.11%) CMDB
6 2 (2.11%) TM Forum
7 1 (1.05%) Data Structures
7 1 (1.05%) Hybrid Cloud
7 1 (1.05%) PMI
7 1 (1.05%) Public Cloud
7 1 (1.05%) Self-Motivation
7 1 (1.05%) Virtual Team
Operating Systems
1 33 (34.74%) Linux
2 22 (23.16%) Unix
3 7 (7.37%) Windows
4 3 (3.16%) Red Hat Enterprise Linux
5 1 (1.05%) AIX
5 1 (1.05%) Solaris
5 1 (1.05%) Windows Server 2008
Processes & Methodologies
1 53 (55.79%) Agile Software Development
2 47 (49.47%) ETL
3 39 (41.05%) Scrum
4 27 (28.42%) Business Intelligence
5 25 (26.32%) Data Integration
6 23 (24.21%) DevOps
7 20 (21.05%) Open Source
8 19 (20.00%) Configuration Management
8 19 (20.00%) User Stories
9 17 (17.89%) Kanban
10 16 (16.84%) Acceptance Criteria
10 16 (16.84%) Data Modelling
10 16 (16.84%) Software Delivery
11 14 (14.74%) Problem-Solving
12 12 (12.63%) Analytics
12 12 (12.63%) Mentoring
13 11 (11.58%) Continuous Integration
13 11 (11.58%) Test Automation
14 10 (10.53%) BDD
14 10 (10.53%) Performance Testing
Programming Languages
1 61 (64.21%) SQL
2 32 (33.68%) Java
3 28 (29.47%) Shell Script
4 11 (11.58%) Python
5 7 (7.37%) C#
5 7 (7.37%) R
6 5 (5.26%) Perl
7 4 (4.21%) JavaScript
7 4 (4.21%) Ruby
7 4 (4.21%) T-SQL
8 3 (3.16%) Scala
9 1 (1.05%) Bash Shell
9 1 (1.05%) C++
9 1 (1.05%) HiveQL
9 1 (1.05%) PHP
9 1 (1.05%) PL/SQL
9 1 (1.05%) PowerShell
Qualifications
1 24 (25.26%) Security Cleared
2 18 (18.95%) SC Cleared
3 10 (10.53%) ISEB
3 10 (10.53%) ISTQB
4 5 (5.26%) BPSS Clearance
5 3 (3.16%) Degree
6 2 (2.11%) AWS Certification
6 2 (2.11%) ITIL Certification
7 1 (1.05%) CEH
7 1 (1.05%) DBS Check
7 1 (1.05%) PMI Certification
Quality Assurance & Compliance
1 21 (22.11%) Data Quality
2 14 (14.74%) QA
3 8 (8.42%) GDPR
4 7 (7.37%) ISO/IEC 27001
5 1 (1.05%) Sarbanes-Oxley
System Software
1 7 (7.37%) HDFS
2 3 (3.16%) Docker
2 3 (3.16%) OpenIDM
3 1 (1.05%) Active Directory
3 1 (1.05%) Apache Flume
3 1 (1.05%) Hyper-V
3 1 (1.05%) Veritas Cluster Server
3 1 (1.05%) VMware ESXi
Systems Management
1 17 (17.89%) Ansible
2 10 (10.53%) Opscode Chef
2 10 (10.53%) Puppet
2 10 (10.53%) Terraform
3 7 (7.37%) Ambari
3 7 (7.37%) Hadoop YARN
3 7 (7.37%) Oozie
3 7 (7.37%) Single Sign-On
4 4 (4.21%) Control-M
5 3 (3.16%) Data Guard
5 3 (3.16%) Oracle EDQ
5 3 (3.16%) Oracle RMAN
6 1 (1.05%) Kibana
6 1 (1.05%) Salt
Vendors
1 47 (49.47%) Oracle
2 15 (15.79%) Informatica
3 14 (14.74%) Cloudera
3 14 (14.74%) Tableau
4 10 (10.53%) Cognos
5 7 (7.37%) Hortonworks
6 6 (6.32%) SAP
7 5 (5.26%) CA
8 4 (4.21%) IBM
9 3 (3.16%) Red Hat
9 3 (3.16%) Talend
9 3 (3.16%) webMethods
10 2 (2.11%) Microsoft
10 2 (2.11%) Remedy
10 2 (2.11%) Sybase
11 1 (1.05%) Cisco
11 1 (1.05%) Citrix
11 1 (1.05%) TOWER Software
11 1 (1.05%) Veritas
11 1 (1.05%) VMware