Period
to 19 October 2019

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 19 October 2019 with a comparison to the same period in the previous 2 years.

Pentaho
UK > England
6 months to
19 Oct 2019
Same period 2018 Same period 2017
Rank 914 1053 1056
Rank change year-on-year +139 +3 +3
Permanent jobs citing Pentaho 131 79 120
As % of all permanent IT jobs advertised in England 0.10% 0.051% 0.073%
As % of the Database & Business Intelligence category 0.39% 0.17% 0.24%
Number of salaries quoted 79 56 101
England median annual salary £60,000 £55,000 £52,500
Median salary % change year-on-year +9.09% +4.76% -4.55%
10th Percentile £42,500 £41,250 £35,000
90th Percentile £75,500 £77,500 £98,000
UK median annual salary £60,000 £50,000 £52,500
% change year-on-year +20.00% -4.76% -4.55%

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 33,881 45,308 49,764
As % of all permanent IT jobs advertised in England 26.91% 29.50% 30.35%
Number of salaries quoted 28,153 37,118 41,284
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,589 £31,250 £30,000
90th Percentile £86,250 £83,750 £77,500
UK median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +1.05%

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 19 October 2019.

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 19 October 2019. 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 +148 95 £60,000 -20.00% 13
West Midlands +55 17 £57,500 +35.29% 3
Midlands +50 17 £57,500 +30.68% 3
South East +37 8 £44,000 -32.31% 1
North of England +22 7 £45,000 -5.26% 2
Yorkshire +6 5 £45,000 -10.00%
South West - 2 £66,250 -
North West +34 1 - - 2
North East +11 1 £45,000 +5.88%
Pentaho
UK

For the 6 months to 19 October 2019, 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 96 (73.28%) SQL
2 89 (67.94%) Data Warehouse
3 80 (61.07%) Agile Software Development
4 79 (60.31%) AWS
5 76 (58.02%) ETL
6 75 (57.25%) Azure
7 74 (56.49%) Analytics
8 71 (54.20%) Business Intelligence
9 66 (50.38%) Java
10 61 (46.56%) Hadoop
11 53 (40.46%) Cloudera
11 53 (40.46%) Amazon Redshift
12 51 (38.93%) Oracle
12 51 (38.93%) SAS
13 46 (35.11%) Data Analytics
14 45 (34.35%) Artifactory
14 45 (34.35%) Jenkins
14 45 (34.35%) Python
14 45 (34.35%) Terraform
15 44 (33.59%) Git (software)
16 42 (32.06%) Ansible
17 41 (31.30%) DevOps
18 40 (30.53%) Bitbucket
18 40 (30.53%) Tableau
19 39 (29.77%) Unix
19 39 (29.77%) Maven
19 39 (29.77%) Data Engineering
20 38 (29.01%) Software Engineering
20 38 (29.01%) Informatica
21 37 (28.24%) Scrum

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 51 (38.93%) SAS
2 29 (22.14%) Apache Spark
3 4 (3.05%) Apache Pig
3 4 (3.05%) Elasticsearch
4 3 (2.29%) Confluence
5 2 (1.53%) Apache Solr
5 2 (1.53%) Cloud Foundry
5 2 (1.53%) Luigi
5 2 (1.53%) Oracle Workflow
5 2 (1.53%) Tornado
5 2 (1.53%) WebSphere
Applications
1 8 (6.11%) Microsoft Excel
2 2 (1.53%) Microsoft Office
2 2 (1.53%) Microsoft PowerPoint
3 1 (0.76%) SPSS
Business Applications
1 1 (0.76%) SAP CO
1 1 (0.76%) SAP FI
1 1 (0.76%) SAP FI/CO
Cloud Services
1 79 (60.31%) AWS
2 75 (57.25%) Azure
3 32 (24.43%) Power Platform
4 18 (13.74%) PaaS
5 9 (6.87%) Amazon EMR
5 9 (6.87%) GCP
6 8 (6.11%) AWS Lambda
6 8 (6.11%) Serverless
7 7 (5.34%) Amazon S3
8 5 (3.82%) Amazon EC2
8 5 (3.82%) GitHub
9 4 (3.05%) Amazon Kinesis
9 4 (3.05%) Logz.io
10 3 (2.29%) Cloud Computing
10 3 (2.29%) SaaS
11 2 (1.53%) Amazon Glacier
11 2 (1.53%) Amazon SageMaker
12 1 (0.76%) Azure Machine Learning
Communications & Networking
1 4 (3.05%) DSL
2 2 (1.53%) Kerberos
3 1 (0.76%) DNS
3 1 (0.76%) SSL
Database & Business Intelligence
1 89 (67.94%) Data Warehouse
2 61 (46.56%) Hadoop
3 53 (40.46%) Amazon Redshift
4 32 (24.43%) Power BI
5 28 (21.37%) PostgreSQL
6 24 (18.32%) SQL Server Integration Services
7 23 (17.56%) Big Data
8 20 (15.27%) Looker
9 19 (14.50%) NoSQL
10 18 (13.74%) Oracle Database
11 16 (12.21%) SQL Server
12 15 (11.45%) Azure SQL Database
13 13 (9.92%) SAS Data Integration Studio
14 12 (9.16%) Apache Hive
15 11 (8.40%) BusinessObjects
15 11 (8.40%) Relational Database
16 10 (7.63%) Apache Cassandra
16 10 (7.63%) Impala
16 10 (7.63%) MongoDB
17 8 (6.11%) SAS EBI
Development Applications
1 45 (34.35%) Artifactory
1 45 (34.35%) Jenkins
2 44 (33.59%) Git (software)
3 40 (30.53%) Bitbucket
4 39 (29.77%) Maven
5 4 (3.05%) Appium
5 4 (3.05%) Applitools
5 4 (3.05%) Atlassian Bamboo
5 4 (3.05%) Fiddler
5 4 (3.05%) Octopus Deploy
5 4 (3.05%) Selenium
5 4 (3.05%) TeamCity
6 3 (2.29%) JIRA
7 1 (0.76%) Subversion
General
1 14 (10.69%) Finance
2 8 (6.11%) Public Sector
3 7 (5.34%) Marketing
4 4 (3.05%) Electronics
4 4 (3.05%) Manufacturing
4 4 (3.05%) Retail
4 4 (3.05%) Telecoms
5 2 (1.53%) Automotive
6 1 (0.76%) Banking
6 1 (0.76%) Financial Institution
6 1 (0.76%) Games
Job Titles
1 41 (31.30%) Developer
2 30 (22.90%) Business Intelligence Developer
3 24 (18.32%) Data Engineer
4 17 (12.98%) ETL Developer
5 15 (11.45%) Pentaho Developer
6 14 (10.69%) Software Engineer
7 12 (9.16%) Architect
8 11 (8.40%) Senior Developer
9 9 (6.87%) Business Intelligence Lead
9 9 (6.87%) Senior Business Intelligence Developer
9 9 (6.87%) Solutions Architect
10 8 (6.11%) Data Scientist
10 8 (6.11%) Lead Software Engineer
11 6 (4.58%) AWS Engineer
11 6 (4.58%) Cloud Engineer
11 6 (4.58%) Consultant
11 6 (4.58%) Data Architect
11 6 (4.58%) ETL Specialist
11 6 (4.58%) Lead Developer
12 5 (3.82%) Software Developer
Libraries, Frameworks & Software Standards
1 15 (11.45%) Kafka
2 11 (8.40%) Web Services
3 10 (7.63%) XML
4 9 (6.87%) TensorFlow
5 6 (4.58%) Spark Streaming
6 5 (3.82%) Anaconda
6 5 (3.82%) JSON
7 3 (2.29%) Natural Language Processing
7 3 (2.29%) RabbitMQ
8 2 (1.53%) AngularJS
8 2 (1.53%) Celery
8 2 (1.53%) Flask
8 2 (1.53%) JMS
8 2 (1.53%) Pandas
8 2 (1.53%) SQLAlchemy
8 2 (1.53%) WSDL
8 2 (1.53%) XSD
9 1 (0.76%) .NET
9 1 (0.76%) Apache NiFi
9 1 (0.76%) Spring
Miscellaneous
1 28 (21.37%) Analytical Skills
2 15 (11.45%) Greenfield Project
3 7 (5.34%) Management Information System
4 3 (2.29%) Algorithms
4 3 (2.29%) Analytical Mindset
4 3 (2.29%) NHS
5 2 (1.53%) Data Centre
5 2 (1.53%) Data Structures
5 2 (1.53%) Public Cloud
5 2 (1.53%) Social Network
6 1 (0.76%) CUDA
6 1 (0.76%) User Experience
Operating Systems
1 39 (29.77%) Unix
2 8 (6.11%) Linux
Processes & Methodologies
1 80 (61.07%) Agile Software Development
2 76 (58.02%) ETL
3 74 (56.49%) Analytics
4 71 (54.20%) Business Intelligence
5 46 (35.11%) Data Analytics
6 41 (31.30%) DevOps
7 39 (29.77%) Data Engineering
8 38 (29.01%) Software Engineering
9 37 (28.24%) Scrum
10 27 (20.61%) Sprint Planning
10 27 (20.61%) Sprint Retrospective
11 26 (19.85%) Visualisation
12 25 (19.08%) Data Science
12 25 (19.08%) Process Improvement
13 23 (17.56%) Data Management
14 20 (15.27%) Data Integration
15 16 (12.21%) Fintech
16 15 (11.45%) Artificial Intelligence
17 14 (10.69%) Machine Learning
18 13 (9.92%) Infrastructure as Code
Programming Languages
1 96 (73.28%) SQL
2 66 (50.38%) Java
3 45 (34.35%) Python
4 34 (25.95%) PL/SQL
5 18 (13.74%) Scala
6 17 (12.98%) C#
7 10 (7.63%) R
8 4 (3.05%) Java 8
9 3 (2.29%) T-SQL
10 2 (1.53%) Ruby
10 2 (1.53%) VB
11 1 (0.76%) JavaScript
11 1 (0.76%) PHP
Qualifications
1 7 (5.34%) SC Cleared
1 7 (5.34%) Security Cleared
2 5 (3.82%) Degree
3 4 (3.05%) AWS Certification
3 4 (3.05%) ISTQB
4 3 (2.29%) PhD
5 1 (0.76%) Computer Science Degree
5 1 (0.76%) Six Sigma Black Belt
Quality Assurance & Compliance
1 7 (5.34%) Data Quality
2 6 (4.58%) QA
3 2 (1.53%) GDPR
4 1 (0.76%) PMO
System Software
1 16 (12.21%) Docker
2 3 (2.29%) Apache Flume
2 3 (2.29%) Apache ZooKeeper
3 2 (1.53%) Active Directory
Systems Management
1 45 (34.35%) Terraform
2 42 (32.06%) Ansible
3 5 (3.82%) Kubernetes
3 5 (3.82%) Puppet
4 4 (3.05%) Grafana
4 4 (3.05%) Graphite
5 3 (2.29%) Oozie
6 1 (0.76%) Hadoop YARN
Vendors
1 53 (40.46%) Cloudera
2 51 (38.93%) Oracle
3 40 (30.53%) Tableau
4 38 (29.01%) Informatica
5 32 (24.43%) Talend
6 13 (9.92%) Microsoft
7 12 (9.16%) SAP
8 7 (5.34%) Greenplum
8 7 (5.34%) IBM
9 6 (4.58%) Google
10 5 (3.82%) TIBCO
11 4 (3.05%) Dynatrace
11 4 (3.05%) MapR
11 4 (3.05%) Splunk
12 3 (2.29%) Hortonworks
12 3 (2.29%) HP
12 3 (2.29%) Syncsort
12 3 (2.29%) Vertica
13 2 (1.53%) Alteryx
13 2 (1.53%) WSO2