Period
to 18 October 2018

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 6 months to 18 October 2018 with a comparison to the same period in the previous 2 years.

Pentaho
UK > England
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 1047 1038 1065
Rank change year-on-year -9 +27 +11
Permanent jobs citing Pentaho 80 120 164
As % of all permanent IT jobs advertised in England 0.052% 0.073% 0.091%
As % of the Database & Business Intelligence category 0.18% 0.24% 0.31%
Number of salaries quoted 57 101 138
England median annual salary £55,000 £52,500 £55,000
Median salary % change year-on-year +4.76% -4.55% -6.38%
10th Percentile £41,250 £35,000 £31,250
90th Percentile £77,500 £98,000 £94,125
UK median annual salary £55,000 £52,500 £55,000
% change year-on-year +4.76% -4.55% -4.35%

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

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 45,219 49,779 53,531
As % of all permanent IT jobs advertised in England 29.50% 30.35% 29.60%
Number of salaries quoted 37,045 41,310 46,096
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £83,750 £77,500 £76,250
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +5.56%

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
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 6 months to 18 October 2018.

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 6 months to 18 October 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +5 42 £75,000 +36.36% 7
North of England +30 17 £47,500 -5.00% 3
South East -13 12 £57,500 +43.75% 3
Midlands +23 7 £44,000 -26.67% 2
North West +12 7 £50,000 - 2
Yorkshire +36 5 £50,000 - 1
East Midlands - 5 £44,000 - 1
North East - 5 £42,500 -
West Midlands +34 2 £42,500 -29.17% 1
East of England - 2 - - 3
Pentaho
UK

For the 6 months to 18 October 2018, IT 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 permanent job ads across the England region with a requirement for Pentaho.

1 63 (78.75%) Business Intelligence
2 59 (73.75%) ETL
3 57 (71.25%) Agile Software Development
4 48 (60.00%) Data Warehouse
5 43 (53.75%) Microsoft
6 42 (52.50%) Talend
7 40 (50.00%) Analytics
7 40 (50.00%) Informatica
8 39 (48.75%) SQL Server Integration Services
9 34 (42.50%) Power BI
10 33 (41.25%) Hadoop
11 32 (40.00%) NoSQL
11 32 (40.00%) Java
11 32 (40.00%) SQL
11 32 (40.00%) Python
12 31 (38.75%) Scrum
12 31 (38.75%) Data Analytics
12 31 (38.75%) Amazon AWS
13 30 (37.50%) Big Data
13 30 (37.50%) Tableau
13 30 (37.50%) Apache Spark
14 29 (36.25%) Web Services
14 29 (36.25%) IBM
15 28 (35.00%) Kafka
16 27 (33.75%) Apache Cassandra
16 27 (33.75%) Microsoft Azure
17 26 (32.50%) SAP
18 25 (31.25%) TIBCO
19 24 (30.00%) Data Modelling
19 24 (30.00%) Apache Hive

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 30 (37.50%) Apache Spark
2 12 (15.00%) SAS
3 5 (6.25%) OpenStack
3 5 (6.25%) Oracle SOA Suite
3 5 (6.25%) WebSphere
4 4 (5.00%) BizTalk Server
4 4 (5.00%) JBoss
4 4 (5.00%) Oracle Service Bus
5 2 (2.50%) Confluence
6 1 (1.25%) Apache
6 1 (1.25%) Apache Pig
6 1 (1.25%) CICS
6 1 (1.25%) Elasticsearch
Applications
1 6 (7.50%) Microsoft Excel
2 1 (1.25%) SPSS
Cloud Services
1 31 (38.75%) Amazon AWS
2 27 (33.75%) Microsoft Azure
3 21 (26.25%) Google Cloud Platform
4 5 (6.25%) Amazon ElastiCache
4 5 (6.25%) Amazon SQS
5 4 (5.00%) Boomi
5 4 (5.00%) iPaaS
6 2 (2.50%) Amazon Kinesis
6 2 (2.50%) Amazon SageMaker
6 2 (2.50%) SaaS
7 1 (1.25%) Google Analytics
Communications & Networking
1 5 (6.25%) AMQP
Database & Business Intelligence
1 48 (60.00%) Data Warehouse
2 39 (48.75%) SQL Server Integration Services
3 34 (42.50%) Power BI
4 33 (41.25%) Hadoop
5 32 (40.00%) NoSQL
6 30 (37.50%) Big Data
7 27 (33.75%) Apache Cassandra
8 24 (30.00%) Amazon Redshift
8 24 (30.00%) Apache Hive
8 24 (30.00%) HBase
9 21 (26.25%) BusinessObjects
9 21 (26.25%) DataStage
9 21 (26.25%) Spotfire
10 20 (25.00%) Apache Kudu
10 20 (25.00%) Flink
10 20 (25.00%) Impala
11 18 (22.50%) SQL Server
11 18 (22.50%) SQL Server Reporting Services
12 16 (20.00%) PowerCenter
13 13 (16.25%) Oracle ODI
Development Applications
1 6 (7.50%) Jenkins
2 5 (6.25%) Cucumber
2 5 (6.25%) ERwin
2 5 (6.25%) Gatling
2 5 (6.25%) JMeter
2 5 (6.25%) JUnit
2 5 (6.25%) PowerDesigner
2 5 (6.25%) RStudio
2 5 (6.25%) SpecFlow
3 2 (2.50%) JIRA
4 1 (1.25%) Selenium
4 1 (1.25%) Team Foundation Server
4 1 (1.25%) Travis CI
4 1 (1.25%) Visual Studio
General
1 18 (22.50%) Marketing
2 8 (10.00%) Finance
3 5 (6.25%) Retail
4 4 (5.00%) Electronics
4 4 (5.00%) Manufacturing
4 4 (5.00%) Telecoms
5 2 (2.50%) Pharmaceutical
6 1 (1.25%) Aerospace
6 1 (1.25%) Legal
Job Titles
1 24 (30.00%) Architect
1 24 (30.00%) Data Architect
1 24 (30.00%) Developer
2 21 (26.25%) Big Data Architect
3 9 (11.25%) Business Intelligence Developer
3 9 (11.25%) Project Leader
4 5 (6.25%) AWS Developer
4 5 (6.25%) AWS Engineer
4 5 (6.25%) AWS Software Engineer
4 5 (6.25%) Consultant
4 5 (6.25%) Data Consultant
4 5 (6.25%) Developer/Software Engineer
4 5 (6.25%) J2EE Developer
4 5 (6.25%) J2EE Software Engineer
4 5 (6.25%) Java Developer
4 5 (6.25%) Java Engineer
4 5 (6.25%) Java Software Developer
4 5 (6.25%) Java Software Engineer
4 5 (6.25%) Java/J2EE Developer
4 5 (6.25%) Software Engineer
Libraries, Frameworks & Software Standards
1 29 (36.25%) Web Services
2 28 (35.00%) Kafka
3 20 (25.00%) Spark Streaming
4 10 (12.50%) Middleware
5 9 (11.25%) XML
6 6 (7.50%) CSS
6 6 (7.50%) HTML
6 6 (7.50%) RESTful
6 6 (7.50%) Spring
7 5 (6.25%) AngularJS
7 5 (6.25%) Gherkin
7 5 (6.25%) Hibernate
7 5 (6.25%) J2EE
7 5 (6.25%) JPA
7 5 (6.25%) RabbitMQ
8 4 (5.00%) Oracle Fusion
8 4 (5.00%) REST
8 4 (5.00%) SOAP
9 3 (3.75%) JSON
9 3 (3.75%) XSD
Miscellaneous
1 10 (12.50%) Analytical Skills
2 8 (10.00%) Fintech
3 5 (6.25%) Enterprise Software
3 5 (6.25%) Greenfield Project
4 1 (1.25%) Algorithms
4 1 (1.25%) FMCG
4 1 (1.25%) Hedge funds
4 1 (1.25%) Life Science
4 1 (1.25%) Mainframe
4 1 (1.25%) Reference Data
4 1 (1.25%) Social Media
4 1 (1.25%) Social Network
4 1 (1.25%) User Experience
4 1 (1.25%) Virtual Team
4 1 (1.25%) VSAM
Operating Systems
1 17 (21.25%) Unix
2 6 (7.50%) Linux
3 1 (1.25%) Windows
Processes & Methodologies
1 63 (78.75%) Business Intelligence
2 59 (73.75%) ETL
3 57 (71.25%) Agile Software Development
4 40 (50.00%) Analytics
5 31 (38.75%) Data Analytics
5 31 (38.75%) Scrum
6 24 (30.00%) Data Modelling
6 24 (30.00%) MapReduce
7 21 (26.25%) Creative Thinking
8 20 (25.00%) Performance Tuning
9 18 (22.50%) Software Engineering
10 13 (16.25%) Open Source
11 12 (15.00%) Problem-Solving
12 9 (11.25%) Data Analysis
12 9 (11.25%) Global Marketing
12 9 (11.25%) PRINCE2
12 9 (11.25%) Stakeholder Management
12 9 (11.25%) Visualisation
13 8 (10.00%) Data Management
13 8 (10.00%) DNA
Programming Languages
1 32 (40.00%) Java
1 32 (40.00%) Python
1 32 (40.00%) SQL
2 9 (11.25%) JavaScript
3 7 (8.75%) R
4 5 (6.25%) Java 8
4 5 (6.25%) Scala
4 5 (6.25%) T-SQL
5 3 (3.75%) C#
6 2 (2.50%) PL/SQL
6 2 (2.50%) Ruby
7 1 (1.25%) Bash Shell
7 1 (1.25%) COBOL
7 1 (1.25%) PowerShell
Qualifications
1 3 (3.75%) Degree
2 2 (2.50%) AWS Certification
3 1 (1.25%) BPSS Clearance
Quality Assurance & Compliance
1 9 (11.25%) Data Quality
2 3 (3.75%) QA
3 1 (1.25%) HL7
System Software
1 2 (2.50%) Apache Flume
Systems Management
1 5 (6.25%) Ansible
1 5 (6.25%) Terraform
2 1 (1.25%) Control-M
2 1 (1.25%) Oozie
Vendors
1 43 (53.75%) Microsoft
2 42 (52.50%) Talend
3 40 (50.00%) Informatica
4 30 (37.50%) Tableau
5 29 (36.25%) IBM
6 26 (32.50%) SAP
7 25 (31.25%) TIBCO
8 22 (27.50%) Cloudera
8 22 (27.50%) Google
9 20 (25.00%) Greenplum
9 20 (25.00%) HP
9 20 (25.00%) Vertica
10 18 (22.50%) Oracle
11 10 (12.50%) Cognos
12 6 (7.50%) Ab Initio
12 6 (7.50%) MuleSoft
13 5 (6.25%) Birst
13 5 (6.25%) MicroStrategy
14 4 (5.00%) Dell
14 4 (5.00%) webMethods