Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in England 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 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 > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 717 769 734
Rank change year-on-year +52 -35 +24
Contract jobs citing Pentaho 114 104 131
As % of all contract IT jobs advertised in England 0.12% 0.11% 0.12%
As % of the Database & Business Intelligence category 0.55% 0.47% 0.53%
Number of daily rates quoted 69 68 86
England median daily rate £525 £450 £450
Median daily rate % change year-on-year +16.67% - +20.00%
10th Percentile £325 £357 £381
90th Percentile £675 £604 £594
UK median daily rate £525 £450 £450
% change year-on-year +16.67% - +28.57%
Number of hourly rates quoted 3 4 2
England median hourly rate £65.50 £43.50 £33.55
Median hourly rate % change year-on-year +50.57% +29.66% -
UK median hourly rate £65.50 £44.00 £33.55
% change year-on-year +48.86% +31.15% -

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 20718 22156 24548
As % of all contract IT jobs advertised in England 22.07% 22.57% 23.38%
Number of daily rates quoted 14345 14872 16334
England median daily rate £455 £425 £413
Median daily rate % change year-on-year +7.06% +3.03% +3.13%
10th Percentile £313 £288 £275
90th Percentile £638 £600 £588
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +1.27%
Number of hourly rates quoted 261 320 377
England median hourly rate £31.50 £28.00 £28.00
Median hourly rate % change year-on-year +12.50% - +16.67%
10th Percentile £14.25 £11.23 £12.00
90th Percentile £56.75 £48.08 £52.29
UK median hourly rate £31.15 £28.18 £29.00
% change year-on-year +10.54% -2.83% +19.59%

Pentaho
Job Vacancy Trend in England

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

Job vacancy trend for Pentaho in England

Pentaho
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Pentaho in England

Pentaho
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Pentaho in England over the 6 months to 18 November 2017.

Contractor daily rate histogram for Pentaho in England

Pentaho
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Pentaho in England

Pentaho
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Pentaho in England over the 6 months to 18 November 2017.

Contractor hourly rate histogram for Pentaho in England

Pentaho
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Pentaho within the England region over the 6 months to 18 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
London -10 61 £513 +13.89% 3
West Midlands +38 23 £350 -26.32%
Midlands +28 23 £350 -26.32%
North of England +69 15 £610 +16.19%
Yorkshire +32 15 £610 -2.40%
South East +18 11 £425 -5.29%
North East +72 6 £610 -12.86%
North West +28 6 £610 +22.00%
East of England - 3 £363 -
South West +12 1 - -
Pentaho
UK

For the 6 months to 18 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 across the England region with a requirement for Pentaho.

1 66 (57.89%) ETL
2 60 (52.63%) SQL
3 46 (40.35%) Business Intelligence
4 42 (36.84%) Data Warehouse
5 41 (35.96%) Oracle
6 37 (32.46%) Data Integration
7 35 (30.70%) Analytics
8 32 (28.07%) Data Modelling
9 31 (27.19%) Analytical Skills
10 30 (26.32%) Agile Software Development
11 27 (23.68%) Big Data
12 24 (21.05%) JavaScript
13 23 (20.18%) Data Quality
14 22 (19.30%) Hadoop
14 22 (19.30%) SC Cleared
14 22 (19.30%) Security Cleared
15 21 (18.42%) Scrum
16 19 (16.67%) Amazon AWS
16 19 (16.67%) Open Source
17 17 (14.91%) ITIL
17 17 (14.91%) Unix
18 15 (13.16%) OLAP
18 15 (13.16%) Informatica
18 15 (13.16%) QA
19 14 (12.28%) Data Governance
19 14 (12.28%) Root Cause Analysis
19 14 (12.28%) Cognos
19 14 (12.28%) Oracle EDQ
19 14 (12.28%) Relational Database
20 13 (11.40%) Migration

Pentaho
Co-occurring IT Skills in England 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 (10.53%) ArcGIS
2 11 (9.65%) Confluence
2 11 (9.65%) SAS
3 6 (5.26%) Apache Spark
4 3 (2.63%) Apache
5 2 (1.75%) Apache Pig
6 1 (0.88%) Apache Solr
6 1 (0.88%) JBoss
Applications
1 1 (0.88%) Microsoft Excel
1 1 (0.88%) SPSS
Cloud Services
1 19 (16.67%) Amazon AWS
2 3 (2.63%) Amazon EMR
2 3 (2.63%) Amazon S3
2 3 (2.63%) AWS Data Pipeline
2 3 (2.63%) GitHub
3 1 (0.88%) Cloud Computing
3 1 (0.88%) Google Analytics
3 1 (0.88%) SaaS
Communications & Networking
1 3 (2.63%) Internet
2 2 (1.75%) Firewall
2 2 (1.75%) Intranet
3 1 (0.88%) Kerberos
3 1 (0.88%) SMS
Database & Business Intelligence
1 42 (36.84%) Data Warehouse
2 27 (23.68%) Big Data
3 22 (19.30%) Hadoop
4 15 (13.16%) OLAP
5 14 (12.28%) Relational Database
6 12 (10.53%) Apache Hive
6 12 (10.53%) MongoDB
6 12 (10.53%) MySQL
6 12 (10.53%) Oracle Database
7 11 (9.65%) PostgreSQL
8 10 (8.77%) BusinessObjects
8 10 (8.77%) HBase
8 10 (8.77%) Oracle Database 12c
8 10 (8.77%) Oracle OLAP
9 9 (7.89%) SQL Server
10 7 (6.14%) Data Lake
11 6 (5.26%) Enterprise Data Warehouse
12 5 (4.39%) QlikView
12 5 (4.39%) SQL Server Integration Services
13 4 (3.51%) NoSQL
Development Applications
1 13 (11.40%) JIRA
2 11 (9.65%) Talend Open Studio
3 8 (7.02%) Git (software)
4 7 (6.14%) Jenkins
5 6 (5.26%) Artifactory
5 6 (5.26%) ERwin
6 2 (1.75%) JUnit
7 1 (0.88%) Bitbucket
7 1 (0.88%) PowerDesigner
7 1 (0.88%) Rational Rhapsody
7 1 (0.88%) SQL Server Management Studio (SSMS)
General
1 12 (10.53%) Finance
2 3 (2.63%) Banking
3 2 (1.75%) Retail
4 1 (0.88%) German Language
4 1 (0.88%) Law
4 1 (0.88%) Manufacturing
4 1 (0.88%) Pharmaceutical
Job Titles
1 44 (38.60%) Developer
2 14 (12.28%) Pentaho Developer
3 13 (11.40%) Architect
3 13 (11.40%) Consultant
4 12 (10.53%) Analyst
5 11 (9.65%) Data Architect
6 10 (8.77%) Business Intelligence Developer
6 10 (8.77%) DBA
7 9 (7.89%) Oracle DBA
8 8 (7.02%) Pentaho Consultant
9 7 (6.14%) Data Analyst
9 7 (6.14%) ETL Developer
10 6 (5.26%) Business Intelligence Analyst
10 6 (5.26%) Lead Architect
10 6 (5.26%) Lead Data Architect
11 5 (4.39%) Data Consultant
11 5 (4.39%) ETL Analyst
11 5 (4.39%) Solutions Architect
11 5 (4.39%) SQL Developer
11 5 (4.39%) Test Analyst
Libraries, Frameworks & Software Standards
1 6 (5.26%) CSS
1 6 (5.26%) MDX
1 6 (5.26%) PySpark
2 5 (4.39%) CSS3
2 5 (4.39%) Web Services
3 3 (2.63%) Kafka
3 3 (2.63%) Lucene
4 2 (1.75%) Apache Avro
4 2 (1.75%) D3.js
4 2 (1.75%) HTML
4 2 (1.75%) XML
5 1 (0.88%) AngularJS
5 1 (0.88%) Apache CXF
5 1 (0.88%) HTML5
5 1 (0.88%) iXBRL
5 1 (0.88%) jBPM
5 1 (0.88%) JSON
5 1 (0.88%) Node.js
5 1 (0.88%) RESTful
5 1 (0.88%) Underscore.js
Miscellaneous
1 31 (27.19%) Analytical Skills
2 6 (5.26%) Enterprise Software
2 6 (5.26%) Management Information System
3 5 (4.39%) Greenfield Project
3 5 (4.39%) Reference Data
4 2 (1.75%) CMDB
4 2 (1.75%) Life Science
4 2 (1.75%) Smart Home
4 2 (1.75%) Virtual Team
5 1 (0.88%) EFT
5 1 (0.88%) Internet of Things
5 1 (0.88%) PMI
5 1 (0.88%) Social Network
Operating Systems
1 17 (14.91%) Unix
2 10 (8.77%) Linux
3 1 (0.88%) CentOS
3 1 (0.88%) Ubuntu
3 1 (0.88%) Windows
Processes & Methodologies
1 66 (57.89%) ETL
2 46 (40.35%) Business Intelligence
3 37 (32.46%) Data Integration
4 35 (30.70%) Analytics
5 32 (28.07%) Data Modelling
6 30 (26.32%) Agile Software Development
7 21 (18.42%) Scrum
8 19 (16.67%) Open Source
9 17 (14.91%) ITIL
10 14 (12.28%) Data Governance
10 14 (12.28%) Root Cause Analysis
11 13 (11.40%) Migration
12 12 (10.53%) Data Analytics
13 11 (9.65%) Data Management
13 11 (9.65%) Data Strategy
13 11 (9.65%) Visualisation
14 10 (8.77%) Database Security
15 9 (7.89%) Data Security
16 8 (7.02%) Configuration Management
16 8 (7.02%) Test Automation
Programming Languages
1 60 (52.63%) SQL
2 24 (21.05%) JavaScript
3 12 (10.53%) Java
3 12 (10.53%) Python
3 12 (10.53%) Shell Script
4 3 (2.63%) PL/SQL
5 2 (1.75%) Data Mining Extensions (DMX)
5 2 (1.75%) R
6 1 (0.88%) C#
6 1 (0.88%) Jython
6 1 (0.88%) PowerShell
Qualifications
1 22 (19.30%) SC Cleared
1 22 (19.30%) Security Cleared
2 5 (4.39%) Degree
2 5 (4.39%) ISEB
2 5 (4.39%) ISTQB
3 2 (1.75%) Master's Degree
4 1 (0.88%) AWS Certification
4 1 (0.88%) Numerate Degree
4 1 (0.88%) PMI Certification
4 1 (0.88%) PMP
Quality Assurance & Compliance
1 23 (20.18%) Data Quality
2 15 (13.16%) QA
3 1 (0.88%) Disclosure Scotland
3 1 (0.88%) PMO
System Software
1 1 (0.88%) Apache Flume
1 1 (0.88%) Docker
1 1 (0.88%) HDFS
Systems Management
1 14 (12.28%) Oracle EDQ
2 10 (8.77%) Data Guard
2 10 (8.77%) Oracle RMAN
3 6 (5.26%) Ansible
3 6 (5.26%) Opscode Chef
3 6 (5.26%) Puppet
4 3 (2.63%) Apache Slider
5 1 (0.88%) Control-M
Vendors
1 41 (35.96%) Oracle
2 15 (13.16%) Informatica
3 14 (12.28%) Cognos
4 11 (9.65%) Tableau
4 11 (9.65%) Talend
5 6 (5.26%) CA
6 5 (4.39%) IBM
6 5 (4.39%) Jaspersoft
7 4 (3.51%) Cloudera
7 4 (3.51%) SAP
7 4 (3.51%) TIBCO
8 3 (2.63%) Alteryx
8 3 (2.63%) Microsoft
8 3 (2.63%) Omniture
8 3 (2.63%) Salesforce.com
8 3 (2.63%) ServiceNow
9 2 (1.75%) ESRI
9 2 (1.75%) GoldenSource
9 2 (1.75%) MicroStrategy
9 2 (1.75%) OpenText