Period
to 20 November 2017

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 20 November 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
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 763 780 751
Rank change year-on-year +17 -29 +56
Contract jobs citing Pentaho 116 108 135
As % of all contract IT jobs advertised in the UK 0.11% 0.10% 0.12%
As % of the Database & Business Intelligence category 0.51% 0.46% 0.51%
Number of daily rates quoted 70 70 89
UK median daily rate £525 £450 £450
Median daily rate % change year-on-year +16.67% - +20.00%
10th Percentile £325 £357 £375
90th Percentile £675 £621 £603
UK excluding London median daily rate £550 £488 £450
% change year-on-year +12.82% +8.33% +28.57%
Number of hourly rates quoted 3 5 2
UK median hourly rate £65.50 £44.00 £33.55
Median hourly rate % change year-on-year +48.86% +31.15% -
UK excluding London median hourly rate £65.50 £50.00 £33.55
% 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 22595 23511 26618
As % of all contract IT jobs advertised in the UK 22.09% 22.60% 23.27%
Number of daily rates quoted 15446 15594 17543
UK median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +0.51%
10th Percentile £310 £285 £269
90th Percentile £625 £600 £575
UK excluding London median daily rate £400 £376 £375
% change year-on-year +6.45% +0.20% +7.14%
Number of hourly rates quoted 285 366 411
UK median hourly rate £31.15 £28.18 £29.00
Median hourly rate % change year-on-year +10.54% -2.83% +16.00%
10th Percentile £14.00 £10.13 £12.00
90th Percentile £58.00 £52.09 £52.47
UK excluding London median hourly rate £35.00 £28.18 £30.00
% change year-on-year +24.20% -6.07% +33.33%

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 20 November 2017.

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
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing Pentaho over the 6 months to 20 November 2017.

Contractor hourly rate histogram for Pentaho in the UK

Pentaho
Top 12 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 20 November 2017. 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 +40 116 £525 +16.67% 3
London -16 63 £525 +20.00% 2
UK excluding London +46 53 £550 +12.82% 1
West Midlands +26 23 £350 -26.32%
Midlands +22 23 £350 -26.32%
North of England +63 15 £610 +16.19% 1
Yorkshire +25 15 £610 -2.40% 1
South East +10 11 £425 -5.29%
North East +67 6 £610 -12.86%
North West +22 6 £610 +22.00%
East of England - 3 £363 -
South West +11 1 - -

For the 6 months to 20 November 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 with a requirement for Pentaho.

1 67 (57.76%) ETL
2 61 (52.59%) SQL
3 47 (40.52%) Business Intelligence
4 42 (36.21%) Oracle
4 42 (36.21%) Data Warehouse
5 37 (31.90%) Data Integration
6 35 (30.17%) Analytics
7 34 (29.31%) Data Modelling
8 32 (27.59%) Analytical Skills
9 31 (26.72%) Agile Software Development
10 27 (23.28%) Big Data
11 24 (20.69%) Data Quality
11 24 (20.69%) JavaScript
12 22 (18.97%) Scrum
12 22 (18.97%) Hadoop
12 22 (18.97%) SC Cleared
12 22 (18.97%) Security Cleared
13 19 (16.38%) Amazon AWS
13 19 (16.38%) Open Source
14 17 (14.66%) ITIL
14 17 (14.66%) Unix
15 16 (13.79%) Informatica
16 15 (12.93%) OLAP
16 15 (12.93%) Data Governance
16 15 (12.93%) QA
17 14 (12.07%) Root Cause Analysis
17 14 (12.07%) Cognos
17 14 (12.07%) Relational Database
17 14 (12.07%) Oracle EDQ
18 13 (11.21%) Migration

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 12 (10.34%) ArcGIS
2 11 (9.48%) Confluence
2 11 (9.48%) SAS
3 6 (5.17%) Apache Spark
4 3 (2.59%) Apache
5 2 (1.72%) Apache Pig
6 1 (0.86%) Apache Solr
6 1 (0.86%) JBoss
Applications
1 1 (0.86%) Microsoft Excel
1 1 (0.86%) SPSS
Business Applications
1 1 (0.86%) Markit EDM
Cloud Services
1 19 (16.38%) Amazon AWS
2 3 (2.59%) Amazon EMR
2 3 (2.59%) Amazon S3
2 3 (2.59%) AWS Data Pipeline
2 3 (2.59%) GitHub
3 1 (0.86%) Cloud Computing
3 1 (0.86%) Google Analytics
3 1 (0.86%) SaaS
Communications & Networking
1 3 (2.59%) Internet
2 2 (1.72%) Firewall
2 2 (1.72%) Intranet
3 1 (0.86%) Kerberos
3 1 (0.86%) SMS
Database & Business Intelligence
1 42 (36.21%) Data Warehouse
2 27 (23.28%) Big Data
3 22 (18.97%) Hadoop
4 15 (12.93%) OLAP
5 14 (12.07%) Relational Database
6 13 (11.21%) MySQL
7 12 (10.34%) Apache Hive
7 12 (10.34%) MongoDB
7 12 (10.34%) Oracle Database
8 11 (9.48%) BusinessObjects
8 11 (9.48%) PostgreSQL
9 10 (8.62%) HBase
9 10 (8.62%) Oracle Database 12c
9 10 (8.62%) Oracle OLAP
10 9 (7.76%) SQL Server
11 7 (6.03%) Data Lake
12 6 (5.17%) Enterprise Data Warehouse
12 6 (5.17%) QlikView
12 6 (5.17%) SQL Server Integration Services
13 4 (3.45%) NoSQL
Development Applications
1 13 (11.21%) JIRA
2 11 (9.48%) Talend Open Studio
3 8 (6.90%) Git (software)
4 7 (6.03%) Jenkins
5 6 (5.17%) Artifactory
5 6 (5.17%) ERwin
6 2 (1.72%) JUnit
7 1 (0.86%) Bitbucket
7 1 (0.86%) PowerDesigner
7 1 (0.86%) Rational Rhapsody
7 1 (0.86%) SQL Server Management Studio (SSMS)
General
1 12 (10.34%) Finance
2 3 (2.59%) Banking
3 2 (1.72%) Retail
4 1 (0.86%) German Language
4 1 (0.86%) Law
4 1 (0.86%) Manufacturing
4 1 (0.86%) Pharmaceutical
Job Titles
1 45 (38.79%) Developer
2 14 (12.07%) Architect
2 14 (12.07%) Pentaho Developer
3 13 (11.21%) Analyst
3 13 (11.21%) Consultant
4 12 (10.34%) Data Architect
5 11 (9.48%) Business Intelligence Developer
6 10 (8.62%) DBA
7 9 (7.76%) Oracle DBA
8 8 (6.90%) Pentaho Consultant
9 7 (6.03%) Business Intelligence Analyst
9 7 (6.03%) Data Analyst
9 7 (6.03%) ETL Developer
10 6 (5.17%) Lead Architect
10 6 (5.17%) Lead Data Architect
11 5 (4.31%) Data Consultant
11 5 (4.31%) ETL Analyst
11 5 (4.31%) Solutions Architect
11 5 (4.31%) SQL Developer
11 5 (4.31%) Test Analyst
Libraries, Frameworks & Software Standards
1 6 (5.17%) CSS
1 6 (5.17%) MDX
1 6 (5.17%) PySpark
2 5 (4.31%) CSS3
2 5 (4.31%) Web Services
3 3 (2.59%) Kafka
3 3 (2.59%) Lucene
4 2 (1.72%) Apache Avro
4 2 (1.72%) D3.js
4 2 (1.72%) HTML
4 2 (1.72%) XML
5 1 (0.86%) Apache CXF
5 1 (0.86%) HTML5
5 1 (0.86%) iXBRL
5 1 (0.86%) jBPM
5 1 (0.86%) JSON
5 1 (0.86%) Node.js
5 1 (0.86%) RESTful
5 1 (0.86%) Spring
5 1 (0.86%) Velocity
Miscellaneous
1 32 (27.59%) Analytical Skills
2 6 (5.17%) Enterprise Software
2 6 (5.17%) Management Information System
2 6 (5.17%) Reference Data
3 5 (4.31%) Greenfield Project
4 2 (1.72%) CMDB
4 2 (1.72%) Life Science
4 2 (1.72%) Smart Home
4 2 (1.72%) Virtual Team
5 1 (0.86%) Data Structures
5 1 (0.86%) EFT
5 1 (0.86%) Internet of Things
5 1 (0.86%) PMI
5 1 (0.86%) Social Network
5 1 (0.86%) User Experience
Operating Systems
1 17 (14.66%) Unix
2 10 (8.62%) Linux
3 1 (0.86%) CentOS
3 1 (0.86%) Ubuntu
3 1 (0.86%) Windows
Processes & Methodologies
1 67 (57.76%) ETL
2 47 (40.52%) Business Intelligence
3 37 (31.90%) Data Integration
4 35 (30.17%) Analytics
5 34 (29.31%) Data Modelling
6 31 (26.72%) Agile Software Development
7 22 (18.97%) Scrum
8 19 (16.38%) Open Source
9 17 (14.66%) ITIL
10 15 (12.93%) Data Governance
11 14 (12.07%) Root Cause Analysis
12 13 (11.21%) Migration
13 12 (10.34%) Data Analytics
13 12 (10.34%) Data Management
13 12 (10.34%) Visualisation
14 11 (9.48%) Data Strategy
15 10 (8.62%) Database Security
16 9 (7.76%) Data Security
17 8 (6.90%) Configuration Management
17 8 (6.90%) Test Automation
Programming Languages
1 61 (52.59%) SQL
2 24 (20.69%) JavaScript
3 12 (10.34%) Java
3 12 (10.34%) Python
3 12 (10.34%) Shell Script
4 4 (3.45%) PL/SQL
5 2 (1.72%) Data Mining Extensions (DMX)
5 2 (1.72%) R
6 1 (0.86%) C#
6 1 (0.86%) Jython
6 1 (0.86%) PowerShell
Qualifications
1 22 (18.97%) SC Cleared
1 22 (18.97%) Security Cleared
2 5 (4.31%) Degree
2 5 (4.31%) ISEB
2 5 (4.31%) ISTQB
3 2 (1.72%) Master's Degree
4 1 (0.86%) AWS Certification
4 1 (0.86%) Numerate Degree
4 1 (0.86%) PMI Certification
4 1 (0.86%) PMP
Quality Assurance & Compliance
1 24 (20.69%) Data Quality
2 15 (12.93%) QA
3 1 (0.86%) Disclosure Scotland
3 1 (0.86%) PMO
System Software
1 1 (0.86%) Apache Flume
1 1 (0.86%) Docker
1 1 (0.86%) HDFS
Systems Management
1 14 (12.07%) Oracle EDQ
2 10 (8.62%) Data Guard
2 10 (8.62%) Oracle RMAN
3 6 (5.17%) Ansible
3 6 (5.17%) Opscode Chef
3 6 (5.17%) Puppet
4 3 (2.59%) Apache Slider
5 1 (0.86%) Control-M
Vendors
1 42 (36.21%) Oracle
2 16 (13.79%) Informatica
3 14 (12.07%) Cognos
4 12 (10.34%) Tableau
5 11 (9.48%) Talend
6 6 (5.17%) CA
7 5 (4.31%) IBM
7 5 (4.31%) Jaspersoft
7 5 (4.31%) SAP
8 4 (3.45%) Cloudera
8 4 (3.45%) Microsoft
8 4 (3.45%) TIBCO
9 3 (2.59%) Alteryx
9 3 (2.59%) MicroStrategy
9 3 (2.59%) Omniture
9 3 (2.59%) Salesforce.com
9 3 (2.59%) ServiceNow
10 2 (1.72%) ESRI
10 2 (1.72%) GoldenSource
10 2 (1.72%) OpenText