Period
to 26 April 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 26 April 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
26 Apr 2018
Same period 2017 Same period 2016
Rank 764 757 709
Rank change year-on-year -7 -48 +90
Contract jobs citing Pentaho 111 92 185
As % of all contract IT jobs advertised in the UK 0.11% 0.10% 0.17%
As % of the Database & Business Intelligence category 0.49% 0.45% 0.78%
Number of daily rates quoted 77 46 114
UK median daily rate £525 £450 £550
Median daily rate % change year-on-year +16.67% -18.18% +19.57%
10th Percentile £362 £313 £416
90th Percentile £625 £543 £800
UK excluding London median daily rate £500 £450 £500
% change year-on-year +11.11% -10.00% +36.99%
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 22,555 20,526 23,772
As % of all contract IT jobs advertised in the UK 22.33% 22.51% 22.26%
Number of daily rates quoted 15,644 13,725 16,001
UK median daily rate £470 £438 £425
Median daily rate % change year-on-year +7.43% +2.94% +6.25%
10th Percentile £313 £293 £280
90th Percentile £625 £613 £600
UK excluding London median daily rate £413 £390 £375
% change year-on-year +5.77% +4.00% +2.04%
Number of hourly rates quoted 239 259 398
UK median hourly rate £34.50 £29.00 £25.00
Median hourly rate % change year-on-year +18.97% +16.00% -16.67%
10th Percentile £14.59 £9.35 £12.00
90th Percentile £56.90 £48.15 £52.50
UK excluding London median hourly rate £37.50 £25.00 £24.50
% change year-on-year +50.00% +2.04% -14.60%

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 26 April 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 13 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 26 April 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 -34 100 £525 +8.25% 23
London -48 56 £550 +10.00% 13
UK excluding London -11 52 £500 +11.11% 11
North of England +13 25 £525 +31.25% 5
Yorkshire -6 20 £525 +31.25% 2
South West +3 8 - - 1
South East -17 8 £425 +25.93% 3
Scotland -26 8 £383 -19.47% 1
North West -17 6 £550 - 3
East of England -6 2 - -
North East - 2 £610 -
East Midlands -7 1 - -
Midlands -19 1 - - 1

For the 6 months to 26 April 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 (63.96%) ETL
2 61 (54.95%) SQL
3 46 (41.44%) Data Warehouse
4 42 (37.84%) Agile Software Development
5 41 (36.94%) Informatica
5 41 (36.94%) Analytical Skills
6 40 (36.04%) Business Intelligence
7 39 (35.14%) Analytics
8 37 (33.33%) Data Modelling
9 34 (30.63%) Apache Hive
10 32 (28.83%) HBase
10 32 (28.83%) Hadoop
10 32 (28.83%) Oracle
11 31 (27.93%) Data Integration
11 31 (27.93%) Data Quality
11 31 (27.93%) Big Data
12 27 (24.32%) Python
13 26 (23.42%) Apache Spark
14 25 (22.52%) Java
14 25 (22.52%) Data Management
15 24 (21.62%) Visualisation
16 23 (20.72%) Data Governance
17 22 (19.82%) Talend
17 22 (19.82%) MapReduce
18 21 (18.92%) Finance
18 21 (18.92%) PostgreSQL
18 21 (18.92%) Tableau
19 20 (18.02%) MongoDB
19 20 (18.02%) Amazon AWS
19 20 (18.02%) PL/SQL

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 26 (23.42%) Apache Spark
2 17 (15.32%) SAS
3 9 (8.11%) Apache
4 6 (5.41%) Apache Pig
5 4 (3.60%) Elasticsearch
6 2 (1.80%) Confluence
7 1 (0.90%) Apache Solr
7 1 (0.90%) IIS
7 1 (0.90%) Tomcat
7 1 (0.90%) WebLogic
Applications
1 4 (3.60%) SPSS
Business Applications
1 9 (8.11%) Markit EDM
Cloud Services
1 20 (18.02%) Amazon AWS
2 10 (9.01%) Amazon S3
3 7 (6.31%) Microsoft Azure
4 3 (2.70%) OpenShift
5 2 (1.80%) Google Cloud Platform
6 1 (0.90%) Amazon EMR
6 1 (0.90%) Amazon Kinesis
6 1 (0.90%) Cloud Computing
6 1 (0.90%) SaaS
Communications & Networking
1 8 (7.21%) DSL
2 3 (2.70%) Internet
3 2 (1.80%) Firewall
4 1 (0.90%) Intranet
Database & Business Intelligence
1 46 (41.44%) Data Warehouse
2 34 (30.63%) Apache Hive
3 32 (28.83%) Hadoop
3 32 (28.83%) HBase
4 31 (27.93%) Big Data
5 21 (18.92%) PostgreSQL
6 20 (18.02%) BusinessObjects
6 20 (18.02%) MongoDB
7 19 (17.12%) MySQL
7 19 (17.12%) SQL Server
8 16 (14.41%) SQL Server Integration Services
9 15 (13.51%) Star Schema
10 12 (10.81%) NoSQL
10 12 (10.81%) Relational Database
11 11 (9.91%) Amazon Aurora
11 11 (9.91%) QlikView
12 10 (9.01%) SAP Data Services
12 10 (9.01%) Sqoop
13 9 (8.11%) BusinessObjects Web Intelligence
14 8 (7.21%) Impala
Development Applications
1 13 (11.71%) Git (software)
1 13 (11.71%) Jenkins
2 9 (8.11%) JIRA
3 7 (6.31%) ERwin
4 5 (4.50%) Selenium
4 5 (4.50%) Subversion
5 4 (3.60%) VSS/SourceSafe
6 3 (2.70%) Eclipse
6 3 (2.70%) FishEye
6 3 (2.70%) Maven
7 2 (1.80%) JMeter
7 2 (1.80%) LoadRunner
7 2 (1.80%) SoapUI
8 1 (0.90%) CA Gen
8 1 (0.90%) ER Studio
8 1 (0.90%) JUnit
8 1 (0.90%) PowerDesigner
8 1 (0.90%) SQL Server Management Studio (SSMS)
General
1 21 (18.92%) Finance
2 4 (3.60%) Banking
2 4 (3.60%) Games
2 4 (3.60%) Marketing
2 4 (3.60%) Retail
3 2 (1.80%) Front Office
3 2 (1.80%) Investment Banking
4 1 (0.90%) Publishing
4 1 (0.90%) Telecoms
Job Titles
1 43 (38.74%) Developer
2 22 (19.82%) Analyst
3 20 (18.02%) Data Engineer
4 15 (13.51%) Business Intelligence Developer
5 14 (12.61%) Architect
5 14 (12.61%) Business Intelligence Analyst
5 14 (12.61%) Data Architect
6 11 (9.91%) Big Data Engineer
6 11 (9.91%) Data Analyst
6 11 (9.91%) ETL Developer
7 9 (8.11%) Analyst Developer
7 9 (8.11%) Consultant
7 9 (8.11%) Pentaho Developer
8 7 (6.31%) Data Warehouse Developer
8 7 (6.31%) SQL Developer
9 6 (5.41%) Data Consultant
9 6 (5.41%) Python Developer
10 5 (4.50%) Business Data Analyst
10 5 (4.50%) SAP Analyst
10 5 (4.50%) SAP BI Analyst
Libraries, Frameworks & Software Standards
1 18 (16.22%) Kafka
2 8 (7.21%) Spark Streaming
3 6 (5.41%) Flask
4 5 (4.50%) Elastic Stack
4 5 (4.50%) J2EE
5 4 (3.60%) ActiveMQ
5 4 (3.60%) LAMP
5 4 (3.60%) LAPP Stack
5 4 (3.60%) RabbitMQ
6 3 (2.70%) Apache Drill
6 3 (2.70%) PySpark
6 3 (2.70%) Spring
7 2 (1.80%) .NET
7 2 (1.80%) Lucene
8 1 (0.90%) Apache Avro
8 1 (0.90%) HTML
8 1 (0.90%) HTML5
8 1 (0.90%) JSON
8 1 (0.90%) SAP XI
8 1 (0.90%) XML
Miscellaneous
1 41 (36.94%) Analytical Skills
2 20 (18.02%) Data Structures
3 9 (8.11%) Reference Data
3 9 (8.11%) User Experience
4 8 (7.21%) Management Information System
5 7 (6.31%) Enterprise Software
6 4 (3.60%) Greenfield Project
6 4 (3.60%) Replication
7 2 (1.80%) Client/Server
7 2 (1.80%) Mainframe
7 2 (1.80%) NHS
7 2 (1.80%) Self-Motivation
8 1 (0.90%) Computer Science
Operating Systems
1 10 (9.01%) Unix
2 9 (8.11%) Linux
3 2 (1.80%) VME
3 2 (1.80%) Windows
4 1 (0.90%) AIX
4 1 (0.90%) Windows Server 2008
Processes & Methodologies
1 71 (63.96%) ETL
2 42 (37.84%) Agile Software Development
3 40 (36.04%) Business Intelligence
4 39 (35.14%) Analytics
5 37 (33.33%) Data Modelling
6 31 (27.93%) Data Integration
7 25 (22.52%) Data Management
8 24 (21.62%) Visualisation
9 23 (20.72%) Data Governance
10 22 (19.82%) MapReduce
11 18 (16.22%) Data Visualisation
11 18 (16.22%) Metadata Management
11 18 (16.22%) Migration
12 15 (13.51%) Data Analytics
13 14 (12.61%) Data Architecture
13 14 (12.61%) Data Security
14 11 (9.91%) Data Migration
14 11 (9.91%) Open Source
14 11 (9.91%) Stakeholder Management
15 10 (9.01%) Scrum
Programming Languages
1 61 (54.95%) SQL
2 27 (24.32%) Python
3 25 (22.52%) Java
4 20 (18.02%) PL/SQL
5 13 (11.71%) Shell Script
6 12 (10.81%) HiveQL
6 12 (10.81%) JavaScript
7 11 (9.91%) R
8 9 (8.11%) Scala
9 6 (5.41%) C#
10 4 (3.60%) F#
10 4 (3.60%) Ruby
10 4 (3.60%) T-SQL
11 3 (2.70%) Perl
12 2 (1.80%) VBA
13 1 (0.90%) C
Qualifications
1 2 (1.80%) BPSS Clearance
1 2 (1.80%) ISEB
1 2 (1.80%) ISTQB
1 2 (1.80%) SC Cleared
1 2 (1.80%) Security Cleared
2 1 (0.90%) Computer Science Degree
2 1 (0.90%) Degree
Quality Assurance & Compliance
1 31 (27.93%) Data Quality
2 12 (10.81%) QA
3 6 (5.41%) GDPR
4 2 (1.80%) GCP
4 2 (1.80%) PMO
5 1 (0.90%) Disclosure Scotland
5 1 (0.90%) Sarbanes-Oxley
System Software
1 10 (9.01%) Apache Flume
2 5 (4.50%) Docker
3 2 (1.80%) HDFS
4 1 (0.90%) Apache ZooKeeper
4 1 (0.90%) Hyper-V
4 1 (0.90%) Veritas Cluster Server
4 1 (0.90%) VMware ESXi
Systems Management
1 9 (8.11%) Kibana
2 5 (4.50%) logstash
2 5 (4.50%) Oracle Flashback
3 3 (2.70%) Apache Slider
3 3 (2.70%) Grafana
4 1 (0.90%) Control-M
4 1 (0.90%) Hadoop YARN
4 1 (0.90%) Oozie
Vendors
1 41 (36.94%) Informatica
2 32 (28.83%) Oracle
3 22 (19.82%) Talend
4 21 (18.92%) Tableau
5 20 (18.02%) Microsoft
6 16 (14.41%) SAP
7 11 (9.91%) Cloudera
8 10 (9.01%) MicroStrategy
9 7 (6.31%) CA
10 4 (3.60%) IBM
10 4 (3.60%) Splunk
10 4 (3.60%) Teradata
10 4 (3.60%) Vertica
11 3 (2.70%) Alteryx
11 3 (2.70%) Red Hat
12 2 (1.80%) Attivio
12 2 (1.80%) Hortonworks
12 2 (1.80%) ICL
12 2 (1.80%) ServiceNow
13 1 (0.90%) Netezza