The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Pentaho skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pentaho over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Pentaho
UK / England
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 790 844 815
Rank change year-on-year +54 -29  
Permanent jobs citing Pentaho 76 67 138
As % of all permanent IT jobs advertised in England 0.091% 0.072% 0.13%
As % of the Database & Business Intelligence category 0.30% 0.24% 0.41%
Number of salaries quoted 63 55 113
Median salary £55,000 £55,000 £65,000
Median salary % change year-on-year - -15.38%  
90% offered a salary of more than £35,000 £30,000 £42,500
10% offered a salary of more than £97,400 £92,500 £80,000
UK excluding London median salary £40,000 £45,000 £47,500
% change year-on-year -11.11% -5.26%  

Pentaho is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
England
Permanent job vacancies with a requirement for database and business intelligence skills 25691 27752 33513
As % of all permanent IT job vacancies advertised in England 30.67% 30.00% 32.66%
Number of salaries quoted 21823 24010 28592
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Pentaho
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Pentaho as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Pentaho in England

Pentaho
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Pentaho in England.

Salary trend for Pentaho in England

Pentaho
Salary Histogram in England

The salary distribution of IT jobs citing Pentaho in England over the 3 months to 27 June 2017.

Salary histogram for Pentaho in England

Pentaho
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pentaho within the England region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +46 54 £62,000 -0.80% 3
South East +63 21 £35,000 - 4
North West -53 1 £80,000 +166.66% 1
Pentaho
UK

For the 6 months to 27 June 2017, IT jobs citing Pentaho also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Pentaho.

1 103 (57.54%) Business Intelligence
2 94 (52.51%) Hadoop
3 90 (50.28%) Big Data
4 88 (49.16%) ETL
5 84 (46.93%) Agile Software Development
6 83 (46.37%) SQL
7 71 (39.66%) Tableau
8 67 (37.43%) Talend Open Studio
8 67 (37.43%) Talend
9 61 (34.08%) Python
10 59 (32.96%) Informatica
10 59 (32.96%) Analytics
11 57 (31.84%) Amazon AWS
11 57 (31.84%) Cognos
12 53 (29.61%) Data Warehouse
13 52 (29.05%) Java
13 52 (29.05%) MongoDB
14 50 (27.93%) Finance
15 48 (26.82%) SQL Server Integration Services
15 48 (26.82%) Apache Spark
16 45 (25.14%) SQL Server
17 44 (24.58%) MySQL
17 44 (24.58%) Oracle
17 44 (24.58%) Linux
17 44 (24.58%) PostgreSQL
18 42 (23.46%) Analytical Skills
19 36 (20.11%) HBase
19 36 (20.11%) Scrum
19 36 (20.11%) SAS
20 33 (18.44%) Data Modelling

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 48 (26.82%) Apache Spark
2 36 (20.11%) SAS
3 29 (16.20%) Apache Pig
4 6 (3.35%) Confluence
5 5 (2.79%) JBoss
6 4 (2.23%) Elasticsearch
7 3 (1.68%) Apache
7 3 (1.68%) Apache Solr
7 3 (1.68%) Oracle SOA Suite
7 3 (1.68%) Tomcat
7 3 (1.68%) WebLogic
7 3 (1.68%) WebSphere
8 1 (0.56%) CMS
8 1 (0.56%) Oracle Coherence
8 1 (0.56%) SharePoint
8 1 (0.56%) Skype for Business
Applications
1 14 (7.82%) Microsoft Excel
1 14 (7.82%) SPSS
2 2 (1.12%) MS Visio
3 1 (0.56%) Microsoft Office
Business Applications
1 6 (3.35%) Cognos Business Intelligence
2 1 (0.56%) Dynamics AX
2 1 (0.56%) Remedy ITSM
Cloud Services
1 57 (31.84%) Amazon AWS
2 20 (11.17%) Google Cloud Platform
3 15 (8.38%) Microsoft Azure
4 6 (3.35%) Cloud Computing
4 6 (3.35%) Google Analytics
5 4 (2.23%) GitHub
6 3 (1.68%) SaaS
7 2 (1.12%) Amazon EC2
7 2 (1.12%) Amazon EMR
8 1 (0.56%) Amazon Kinesis
8 1 (0.56%) Azure Data Factory
8 1 (0.56%) Azure Machine Learning
8 1 (0.56%) Cortana Intelligence Suite
8 1 (0.56%) Office 365
Communications & Networking
1 5 (2.79%) Kerberos
1 5 (2.79%) LDAP
2 3 (1.68%) HTTP
2 3 (1.68%) SSL
3 2 (1.12%) Broadband
4 1 (0.56%) NAS
4 1 (0.56%) SAN
Database & Business Intelligence
1 94 (52.51%) Hadoop
2 90 (50.28%) Big Data
3 53 (29.61%) Data Warehouse
4 52 (29.05%) MongoDB
5 48 (26.82%) SQL Server Integration Services
6 45 (25.14%) SQL Server
7 44 (24.58%) MySQL
7 44 (24.58%) PostgreSQL
8 36 (20.11%) HBase
9 33 (18.44%) Apache Hive
10 31 (17.32%) BusinessObjects
10 31 (17.32%) Neo4j
11 30 (16.76%) Impala
11 30 (16.76%) QlikView
12 28 (15.64%) Relational Database
13 26 (14.53%) NoSQL
14 25 (13.97%) Apache Cassandra
14 25 (13.97%) SQL Server Reporting Services
15 23 (12.85%) Power BI
16 20 (11.17%) Amazon Redshift
Development Applications
1 67 (37.43%) Talend Open Studio
2 6 (3.35%) Jenkins
3 5 (2.79%) JIRA
4 4 (2.23%) Rational Rhapsody
4 4 (2.23%) Sonatype Nexus
5 2 (1.12%) ERwin
5 2 (1.12%) Fiddler
6 1 (0.56%) Balsamiq Mockups
6 1 (0.56%) Bitbucket
6 1 (0.56%) Git (software)
6 1 (0.56%) JUnit
6 1 (0.56%) MagicDraw
6 1 (0.56%) TestNG
General
1 50 (27.93%) Finance
2 13 (7.26%) Banking
3 12 (6.70%) Games
4 11 (6.15%) Retail
5 9 (5.03%) Local Government
6 7 (3.91%) Marketing
7 4 (2.23%) Advertising
7 4 (2.23%) Aerospace
7 4 (2.23%) Pharmaceutical
7 4 (2.23%) Spanish Language
8 3 (1.68%) Investment Banking
8 3 (1.68%) Telecoms
9 2 (1.12%) Military
10 1 (0.56%) French Language
10 1 (0.56%) Wholesale Banking
Job Titles
1 51 (28.49%) Developer
2 35 (19.55%) Consultant
3 27 (15.08%) Architect
4 20 (11.17%) Data Engineer
5 19 (10.61%) Business Intelligence Developer
6 17 (9.50%) Data Architect
7 15 (8.38%) Analyst
8 13 (7.26%) Big Data Architect
8 13 (7.26%) Big Data Developer
8 13 (7.26%) Data Consultant
9 11 (6.15%) Big Data Consultant
9 11 (6.15%) Data Manager
9 11 (6.15%) SQL Developer
10 10 (5.59%) Big Data Engineer
10 10 (5.59%) Business Consultant
10 10 (5.59%) Junior
10 10 (5.59%) Junior Developer
10 10 (5.59%) Microsoft BI Developer
10 10 (5.59%) SAP BusinessObjects (BO) Consultant
10 10 (5.59%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 33 (18.44%) Web Services
2 17 (9.50%) D3.js
3 14 (7.82%) .NET
4 12 (6.70%) ActiveMQ
4 12 (6.70%) AngularJS
4 12 (6.70%) Apache Camel
4 12 (6.70%) Apache CXF
4 12 (6.70%) Drools
4 12 (6.70%) jBPM
4 12 (6.70%) Node.js
5 11 (6.15%) MDX
6 10 (5.59%) EDI
6 10 (5.59%) EDIFACT
7 9 (5.03%) Elastic Stack
8 8 (4.47%) HTML
8 8 (4.47%) Spring
8 8 (4.47%) XML
9 5 (2.79%) Java EE
9 5 (2.79%) JSP
9 5 (2.79%) Spring Security
Miscellaneous
1 42 (23.46%) Analytical Skills
2 18 (10.06%) Greenfield Project
3 10 (5.59%) AS400
3 10 (5.59%) Data Structures
3 10 (5.59%) Fintech
4 9 (5.03%) Computer Science
4 9 (5.03%) iSeries
5 6 (3.35%) Algorithms
5 6 (3.35%) Social Network
5 6 (3.35%) User Experience
6 4 (2.23%) Life Science
6 4 (2.23%) Social Media
7 2 (1.12%) Enterprise Software
7 2 (1.12%) Mobile App
8 1 (0.56%) Blog
8 1 (0.56%) CMDB
8 1 (0.56%) Reference Data
8 1 (0.56%) Smart Meter
8 1 (0.56%) Taxonomies
8 1 (0.56%) Virtual Team
Operating Systems
1 44 (24.58%) Linux
2 14 (7.82%) Windows
3 12 (6.70%) CentOS
3 12 (6.70%) Ubuntu
4 10 (5.59%) Windows Server
5 3 (1.68%) Solaris
6 2 (1.12%) Mesosphere
6 2 (1.12%) Unix
7 1 (0.56%) Android
Processes & Methodologies
1 103 (57.54%) Business Intelligence
2 88 (49.16%) ETL
3 84 (46.93%) Agile Software Development
4 59 (32.96%) Analytics
5 36 (20.11%) Scrum
6 33 (18.44%) Data Modelling
7 31 (17.32%) Visualisation
8 27 (15.08%) Open Source
9 26 (14.53%) Data Integration
9 26 (14.53%) MapReduce
10 23 (12.85%) Data Analytics
11 21 (11.73%) Data Management
12 17 (9.50%) Continuous Integration
13 15 (8.38%) DevOps
14 13 (7.26%) BDD
14 13 (7.26%) Data Analysis
14 13 (7.26%) Migration
14 13 (7.26%) Presales
14 13 (7.26%) TDD
15 12 (6.70%) Dimensional Modelling
Programming Languages
1 83 (46.37%) SQL
2 61 (34.08%) Python
3 52 (29.05%) Java
4 31 (17.32%) R
5 14 (7.82%) T-SQL
6 13 (7.26%) JavaScript
6 13 (7.26%) PHP
7 12 (6.70%) Jython
7 12 (6.70%) VBA
8 10 (5.59%) ActionScript
8 10 (5.59%) ActionScript 2.0
8 10 (5.59%) RPG
9 9 (5.03%) RPG IV
10 8 (4.47%) C#
11 6 (3.35%) PL/SQL
12 5 (2.79%) Perl
12 5 (2.79%) Scala
13 1 (0.56%) Bash Shell
13 1 (0.56%) F#
13 1 (0.56%) SPARQL
Qualifications
1 22 (12.29%) Degree
2 17 (9.50%) SC Cleared
2 17 (9.50%) Security Cleared
3 2 (1.12%) ITIL Certification
3 2 (1.12%) Master's Degree
4 1 (0.56%) Computer Science Degree
4 1 (0.56%) CTC Cleared
4 1 (0.56%) DV Cleared
4 1 (0.56%) PhD
Quality Assurance & Compliance
1 17 (9.50%) Data Quality
2 3 (1.68%) GDPR
2 3 (1.68%) QA
System Software
1 29 (16.20%) Apache Flume
2 4 (2.23%) Active Directory
3 2 (1.12%) Apache ZooKeeper
3 2 (1.12%) Docker
3 2 (1.12%) HDFS
4 1 (0.56%) VMware Infrastructure
Systems Management
1 7 (3.91%) Oozie
2 4 (2.23%) Ansible
3 2 (1.12%) Ambari
3 2 (1.12%) Docker Swarm
3 2 (1.12%) Kubernetes
3 2 (1.12%) Opscode Chef
4 1 (0.56%) EMC NetWorker
4 1 (0.56%) Hadoop YARN
4 1 (0.56%) yum
Vendors
1 71 (39.66%) Tableau
2 67 (37.43%) Talend
3 59 (32.96%) Informatica
4 57 (31.84%) Cognos
5 44 (24.58%) Oracle
6 31 (17.32%) Microsoft
7 28 (15.64%) TIBCO
8 25 (13.97%) Google
8 25 (13.97%) SAP
9 21 (11.73%) MicroStrategy
10 19 (10.61%) Cloudera
11 12 (6.70%) Hortonworks
12 10 (5.59%) IBM
12 10 (5.59%) Jaspersoft
12 10 (5.59%) MapR
13 7 (3.91%) Ab Initio
13 7 (3.91%) Vertica
14 5 (2.79%) Hyperion
15 4 (2.23%) Adobe
15 4 (2.23%) Salesforce.com
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