Period
to 21 January 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 January 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 Jan 2018
Same period 2017 Same period 2016
Rank 767 755 701
Rank change year-on-year -12 -54 +92
Contract jobs citing Pentaho 110 94 180
As % of all contract IT jobs advertised in the UK 0.11% 0.098% 0.17%
As % of the Database & Business Intelligence category 0.51% 0.43% 0.72%
Number of daily rates quoted 67 59 121
UK median daily rate £550 £450 £475
Median daily rate % change year-on-year +22.22% -5.26% +18.75%
10th Percentile £400 £360 £388
90th Percentile £638 £593 £700
UK excluding London median daily rate £568 £450 £450
% change year-on-year +26.11% - +20.00%
Number of hourly rates quoted 3 5 1
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 21,709 21,676 24,865
As % of all contract IT jobs advertised in the UK 21.99% 22.57% 23.03%
Number of daily rates quoted 15,106 14,450 16,593
UK median daily rate £450 £425 £415
Median daily rate % change year-on-year +5.88% +2.41% +3.75%
10th Percentile £310 £288 £275
90th Percentile £625 £600 £588
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.23% +3.33% +7.14%
Number of hourly rates quoted 250 313 428
UK median hourly rate £30.63 £28.00 £30.00
Median hourly rate % change year-on-year +9.38% -6.67% +9.09%
10th Percentile £14.54 £10.00 £12.00
90th Percentile £55.72 £48.30 £52.50
UK excluding London median hourly rate £35.00 £26.50 £29.00
% change year-on-year +32.08% -8.62% +9.43%

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 January 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
Contractor Hourly Rate Histogram

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

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 21 January 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 +11 107 £563 +25.00% 19
London -32 74 £550 +22.22% 10
UK excluding London +23 35 £568 +26.11% 9
West Midlands +26 14 £337 -25.22%
Midlands +21 14 £337 -25.22%
North of England +48 8 £610 +22.00% 5
Yorkshire +17 8 £610 +10.91% 1
South East -15 6 £425 -5.29% 2
South West +7 5 - - 2
North West +12 4 £610 +22.00% 3
North East - 4 £610 - 1
Scotland -15 2 £496 +10.28%

For the 6 months to 21 January 2018, 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 62 (56.36%) ETL
2 56 (50.91%) SQL
3 49 (44.55%) Business Intelligence
4 46 (41.82%) Data Warehouse
5 42 (38.18%) Analytics
6 35 (31.82%) Data Modelling
6 35 (31.82%) Analytical Skills
7 28 (25.45%) Agile Software Development
8 26 (23.64%) Oracle
9 25 (22.73%) Big Data
10 22 (20.00%) Data Integration
10 22 (20.00%) MySQL
10 22 (20.00%) Informatica
11 21 (19.09%) Hadoop
11 21 (19.09%) Amazon AWS
12 19 (17.27%) SC Cleared
12 19 (17.27%) Security Cleared
12 19 (17.27%) Data Quality
12 19 (17.27%) Data Governance
12 19 (17.27%) BusinessObjects
13 18 (16.36%) Java
13 18 (16.36%) Data Management
14 17 (15.45%) Tableau
14 17 (15.45%) Visualisation
14 17 (15.45%) Python
15 16 (14.55%) Unix
15 16 (14.55%) OLAP
16 15 (13.64%) SQL Server
16 15 (13.64%) PostgreSQL
16 15 (13.64%) Git (software)

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 14 (12.73%) SAS
2 12 (10.91%) ArcGIS
3 10 (9.09%) Apache Spark
4 6 (5.45%) Confluence
5 4 (3.64%) Apache
6 3 (2.73%) Elasticsearch
7 2 (1.82%) Apache Pig
8 1 (0.91%) Apache Solr
8 1 (0.91%) IIS
8 1 (0.91%) Tomcat
Applications
1 1 (0.91%) Microsoft Excel
1 1 (0.91%) SPSS
Business Applications
1 8 (7.27%) Markit EDM
Cloud Services
1 21 (19.09%) Amazon AWS
2 4 (3.64%) Amazon EMR
2 4 (3.64%) Amazon S3
3 3 (2.73%) AWS Data Pipeline
3 3 (2.73%) GitHub
4 2 (1.82%) Google Cloud Platform
4 2 (1.82%) SaaS
5 1 (0.91%) Cloud Computing
5 1 (0.91%) Google Analytics
Communications & Networking
1 3 (2.73%) Firewall
1 3 (2.73%) Internet
2 2 (1.82%) DSL
2 2 (1.82%) Intranet
3 1 (0.91%) Kerberos
3 1 (0.91%) SMS
Database & Business Intelligence
1 46 (41.82%) Data Warehouse
2 25 (22.73%) Big Data
3 22 (20.00%) MySQL
4 21 (19.09%) Hadoop
5 19 (17.27%) BusinessObjects
6 16 (14.55%) OLAP
7 15 (13.64%) PostgreSQL
7 15 (13.64%) SQL Server
7 15 (13.64%) SQL Server Integration Services
8 14 (12.73%) Relational Database
9 13 (11.82%) Apache Hive
9 13 (11.82%) QlikView
10 12 (10.91%) Oracle Database
10 12 (10.91%) SAP Data Services
11 11 (10.00%) HBase
11 11 (10.00%) Oracle OLAP
12 10 (9.09%) Oracle Database 12c
12 10 (9.09%) Star Schema
13 8 (7.27%) Amazon RDS
13 8 (7.27%) BusinessObjects Web Intelligence
Development Applications
1 15 (13.64%) Git (software)
2 14 (12.73%) Jenkins
3 6 (5.45%) Artifactory
3 6 (5.45%) JIRA
4 4 (3.64%) ERwin
5 3 (2.73%) Eclipse
5 3 (2.73%) FishEye
5 3 (2.73%) Maven
5 3 (2.73%) Selenium
6 2 (1.82%) JUnit
6 2 (1.82%) PowerDesigner
6 2 (1.82%) SQL Server Management Studio (SSMS)
7 1 (0.91%) Bitbucket
7 1 (0.91%) Rational Rhapsody
General
1 11 (10.00%) Finance
2 4 (3.64%) Banking
3 3 (2.73%) Marketing
4 2 (1.82%) Games
4 2 (1.82%) Investment Banking
5 1 (0.91%) German Language
5 1 (0.91%) Manufacturing
5 1 (0.91%) Pharmaceutical
5 1 (0.91%) Retail
5 1 (0.91%) Telecoms
Job Titles
1 39 (35.45%) Developer
2 21 (19.09%) Analyst
3 18 (16.36%) Business Intelligence Developer
4 17 (15.45%) Business Intelligence Analyst
5 14 (12.73%) Architect
5 14 (12.73%) Consultant
6 13 (11.82%) Data Architect
7 12 (10.91%) Data Analyst
8 10 (9.09%) DBA
9 9 (8.18%) Data Engineer
9 9 (8.18%) Oracle DBA
9 9 (8.18%) Pentaho Developer
10 8 (7.27%) Analyst Developer
10 8 (7.27%) SQL Developer
11 7 (6.36%) Data Warehouse Developer
11 7 (6.36%) Pentaho Consultant
12 6 (5.45%) Data Consultant
13 5 (4.55%) Python Developer
13 5 (4.55%) SAP BI Analyst
13 5 (4.55%) SAP Developer
Libraries, Frameworks & Software Standards
1 7 (6.36%) Kafka
2 5 (4.55%) Elastic Stack
2 5 (4.55%) Flask
2 5 (4.55%) PySpark
3 4 (3.64%) CSS
3 4 (3.64%) MDX
4 3 (2.73%) CSS3
4 3 (2.73%) J2EE
4 3 (2.73%) Lucene
4 3 (2.73%) Spring
5 2 (1.82%) Apache Avro
5 2 (1.82%) HTML
5 2 (1.82%) Spark Streaming
5 2 (1.82%) Web Services
5 2 (1.82%) XML
6 1 (0.91%) Cascading
6 1 (0.91%) RequireJS
6 1 (0.91%) Twitter Bootstrap
6 1 (0.91%) Underscore.js
6 1 (0.91%) XSD
Miscellaneous
1 35 (31.82%) Analytical Skills
2 13 (11.82%) Reference Data
3 11 (10.00%) Data Structures
4 8 (7.27%) User Experience
5 5 (4.55%) Greenfield Project
6 4 (3.64%) Enterprise Software
6 4 (3.64%) Management Information System
7 2 (1.82%) CMDB
7 2 (1.82%) Life Science
7 2 (1.82%) Smart Home
8 1 (0.91%) Internet of Things
Operating Systems
1 16 (14.55%) Unix
2 11 (10.00%) Linux
3 3 (2.73%) Windows
4 1 (0.91%) AIX
4 1 (0.91%) Windows Server 2008
Processes & Methodologies
1 62 (56.36%) ETL
2 49 (44.55%) Business Intelligence
3 42 (38.18%) Analytics
4 35 (31.82%) Data Modelling
5 28 (25.45%) Agile Software Development
6 22 (20.00%) Data Integration
7 19 (17.27%) Data Governance
8 18 (16.36%) Data Management
9 17 (15.45%) Visualisation
10 14 (12.73%) Open Source
11 13 (11.82%) Data Analytics
11 13 (11.82%) Scrum
12 12 (10.91%) Metadata Management
13 11 (10.00%) Migration
14 10 (9.09%) Data Visualisation
14 10 (9.09%) Database Security
15 9 (8.18%) DevOps
16 8 (7.27%) Enterprise Data Management
16 8 (7.27%) Reference Data Management
17 7 (6.36%) MapReduce
Programming Languages
1 56 (50.91%) SQL
2 18 (16.36%) Java
3 17 (15.45%) Python
4 11 (10.00%) JavaScript
5 10 (9.09%) Shell Script
6 8 (7.27%) PL/SQL
7 6 (5.45%) R
8 3 (2.73%) Scala
9 2 (1.82%) Data Mining Extensions (DMX)
9 2 (1.82%) HiveQL
9 2 (1.82%) Ruby
10 1 (0.91%) C
10 1 (0.91%) Perl
10 1 (0.91%) PowerShell
Qualifications
1 19 (17.27%) SC Cleared
1 19 (17.27%) Security Cleared
2 2 (1.82%) Degree
3 1 (0.91%) AWS Certification
Quality Assurance & Compliance
1 19 (17.27%) Data Quality
2 8 (7.27%) QA
3 2 (1.82%) GCP
4 1 (0.91%) PMO
4 1 (0.91%) Sarbanes-Oxley
System Software
1 2 (1.82%) Apache Flume
1 2 (1.82%) Docker
1 2 (1.82%) HDFS
2 1 (0.91%) Hyper-V
2 1 (0.91%) Veritas Cluster Server
2 1 (0.91%) VMware ESXi
Systems Management
1 14 (12.73%) Oracle EDQ
2 10 (9.09%) Data Guard
2 10 (9.09%) Oracle RMAN
3 6 (5.45%) Ansible
3 6 (5.45%) Opscode Chef
3 6 (5.45%) Puppet
4 5 (4.55%) Kibana
4 5 (4.55%) logstash
5 3 (2.73%) Apache Slider
5 3 (2.73%) Grafana
6 1 (0.91%) Hadoop YARN
Vendors
1 26 (23.64%) Oracle
2 22 (20.00%) Informatica
3 17 (15.45%) Tableau
4 14 (12.73%) SAP
5 13 (11.82%) Cognos
6 12 (10.91%) Microsoft
7 10 (9.09%) MicroStrategy
8 9 (8.18%) Talend
9 5 (4.55%) Cloudera
9 5 (4.55%) Jaspersoft
10 4 (3.64%) CA
10 4 (3.64%) Salesforce.com
10 4 (3.64%) TIBCO
11 3 (2.73%) Omniture
12 2 (1.82%) ESRI
12 2 (1.82%) GoldenSource
12 2 (1.82%) IBM
12 2 (1.82%) OpenText
12 2 (1.82%) Syncsort
12 2 (1.82%) Vertica