Period
to 15 October 2019

The following table provides summary statistics for permanent job vacancies 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 15 October 2019 with a comparison to the same period in the previous 2 years.

Pentaho
UK
6 months to
15 Oct 2019
Same period 2018 Same period 2017
Rank 936 1086 1067
Rank change year-on-year +150 -19 -6
Permanent jobs citing Pentaho 135 80 125
As % of all permanent IT jobs advertised in the UK 0.098% 0.049% 0.072%
As % of the Database & Business Intelligence category 0.36% 0.16% 0.24%
Number of salaries quoted 80 57 104
UK median annual salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% - -
10th Percentile £42,500 £37,800 £35,000
90th Percentile £80,000 £77,500 £98,000
UK excluding London median annual salary £52,500 £47,750 £40,000
% change year-on-year +9.95% +19.38% -15.79%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 37,147 48,585 52,948
As % of all permanent IT jobs advertised in the UK 27.01% 29.52% 30.46%
Number of salaries quoted 30,451 39,654 43,565
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,500 £31,250 £30,000
90th Percentile £86,250 £82,500 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

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
Salary Trend

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

Salary trend for Pentaho in the UK

Pentaho
Salary Histogram

The salary distribution of IT jobs citing Pentaho over the 6 months to 15 October 2019.

Salary histogram for Pentaho in the UK

Pentaho
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pentaho within the UK over the 6 months to 15 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
England +177 133 £60,000 +4.35% 29
London +157 96 £60,000 -20.00% 15
UK excluding London +61 35 £52,500 +9.95% 14
Midlands +53 17 £57,500 +30.68% 5
West Midlands +47 17 £57,500 +35.29% 5
South East +44 9 £44,000 -23.48% 1
North of England +5 7 £45,000 -5.26% 7
Yorkshire +4 5 £45,000 -10.00% 2
South West - 2 £66,250 -
North West +27 1 - - 5
North East +16 1 £45,000 +5.88%

For the 6 months to 15 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 with a requirement for Pentaho.

1 97 (71.85%) SQL
2 92 (68.15%) Data Warehouse
3 83 (61.48%) AWS
4 82 (60.74%) Agile Software Development
5 79 (58.52%) Analytics
6 77 (57.04%) Azure
7 76 (56.30%) ETL
8 72 (53.33%) Business Intelligence
9 68 (50.37%) Java
10 65 (48.15%) Hadoop
11 55 (40.74%) Cloudera
11 55 (40.74%) Amazon Redshift
12 52 (38.52%) Oracle
12 52 (38.52%) SAS
13 49 (36.30%) Python
13 49 (36.30%) Data Analytics
14 45 (33.33%) Artifactory
14 45 (33.33%) Jenkins
14 45 (33.33%) Terraform
15 43 (31.85%) Git (software)
15 43 (31.85%) Tableau
16 42 (31.11%) Ansible
17 41 (30.37%) DevOps
18 40 (29.63%) Informatica
18 40 (29.63%) Bitbucket
19 39 (28.89%) Unix
19 39 (28.89%) Software Engineering
19 39 (28.89%) Maven
20 38 (28.15%) Scrum
20 38 (28.15%) Data Engineering

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 52 (38.52%) SAS
2 32 (23.70%) Apache Spark
3 5 (3.70%) Apache Pig
4 4 (2.96%) Elasticsearch
5 3 (2.22%) Apache Solr
5 3 (2.22%) Cloud Foundry
6 2 (1.48%) Confluence
6 2 (1.48%) Luigi
6 2 (1.48%) Oracle Workflow
6 2 (1.48%) Tornado
6 2 (1.48%) WebSphere
Applications
1 8 (5.93%) Microsoft Excel
2 2 (1.48%) Microsoft Office
2 2 (1.48%) Microsoft PowerPoint
3 1 (0.74%) SPSS
Business Applications
1 1 (0.74%) SAP CO
1 1 (0.74%) SAP FI
1 1 (0.74%) SAP FI/CO
Cloud Services
1 83 (61.48%) AWS
2 77 (57.04%) Azure
3 33 (24.44%) Power Platform
4 19 (14.07%) PaaS
5 11 (8.15%) Amazon EMR
5 11 (8.15%) GCP
6 8 (5.93%) Amazon S3
6 8 (5.93%) AWS Lambda
6 8 (5.93%) Serverless
7 5 (3.70%) Amazon EC2
7 5 (3.70%) GitHub
8 4 (2.96%) Cloud Computing
8 4 (2.96%) Logz.io
9 3 (2.22%) Amazon Kinesis
9 3 (2.22%) SaaS
10 2 (1.48%) Amazon SageMaker
11 1 (0.74%) Amazon Glacier
11 1 (0.74%) Azure Machine Learning
Communications & Networking
1 4 (2.96%) DSL
2 2 (1.48%) Kerberos
3 1 (0.74%) DNS
3 1 (0.74%) SSL
Database & Business Intelligence
1 92 (68.15%) Data Warehouse
2 65 (48.15%) Hadoop
3 55 (40.74%) Amazon Redshift
4 33 (24.44%) Power BI
5 29 (21.48%) PostgreSQL
6 25 (18.52%) Big Data
6 25 (18.52%) SQL Server Integration Services
7 21 (15.56%) NoSQL
8 19 (14.07%) Looker
9 18 (13.33%) Oracle Database
9 18 (13.33%) SQL Server
10 15 (11.11%) Apache Hive
11 14 (10.37%) Azure SQL Database
12 13 (9.63%) SAS Data Integration Studio
13 12 (8.89%) Apache Cassandra
13 12 (8.89%) BusinessObjects
13 12 (8.89%) Impala
14 11 (8.15%) MongoDB
14 11 (8.15%) Relational Database
15 10 (7.41%) Snowflake Schema
Development Applications
1 45 (33.33%) Artifactory
1 45 (33.33%) Jenkins
2 43 (31.85%) Git (software)
3 40 (29.63%) Bitbucket
4 39 (28.89%) Maven
5 4 (2.96%) Appium
5 4 (2.96%) Applitools
5 4 (2.96%) Atlassian Bamboo
5 4 (2.96%) Fiddler
5 4 (2.96%) Octopus Deploy
5 4 (2.96%) Selenium
5 4 (2.96%) TeamCity
6 2 (1.48%) JIRA
7 1 (0.74%) Subversion
General
1 13 (9.63%) Finance
2 8 (5.93%) Public Sector
3 6 (4.44%) Marketing
4 4 (2.96%) Electronics
4 4 (2.96%) Manufacturing
4 4 (2.96%) Telecoms
5 3 (2.22%) Automotive
5 3 (2.22%) Retail
6 1 (0.74%) Banking
6 1 (0.74%) Financial Institution
6 1 (0.74%) Games
Job Titles
1 41 (30.37%) Developer
2 30 (22.22%) Business Intelligence Developer
3 24 (17.78%) Data Engineer
4 16 (11.85%) ETL Developer
5 15 (11.11%) Architect
6 14 (10.37%) Pentaho Developer
6 14 (10.37%) Software Engineer
7 11 (8.15%) Senior Developer
7 11 (8.15%) Solutions Architect
8 9 (6.67%) Data Scientist
8 9 (6.67%) Senior Business Intelligence Developer
9 8 (5.93%) Business Intelligence Lead
9 8 (5.93%) Lead Software Engineer
10 7 (5.19%) Data Architect
11 6 (4.44%) AWS Engineer
11 6 (4.44%) Big Data Architect
11 6 (4.44%) Cloud Engineer
11 6 (4.44%) Consultant
11 6 (4.44%) ETL Specialist
11 6 (4.44%) SAS Architect
Libraries, Frameworks & Software Standards
1 16 (11.85%) Kafka
2 12 (8.89%) Web Services
3 11 (8.15%) XML
4 10 (7.41%) TensorFlow
5 7 (5.19%) Spark Streaming
6 6 (4.44%) JSON
7 5 (3.70%) Anaconda
8 4 (2.96%) Natural Language Processing
9 3 (2.22%) RabbitMQ
10 2 (1.48%) AngularJS
10 2 (1.48%) Celery
10 2 (1.48%) Flask
10 2 (1.48%) JMS
10 2 (1.48%) Pandas
10 2 (1.48%) SQLAlchemy
10 2 (1.48%) WSDL
10 2 (1.48%) XSD
11 1 (0.74%) Apache NiFi
11 1 (0.74%) Keras
11 1 (0.74%) Theano
Miscellaneous
1 29 (21.48%) Analytical Skills
2 14 (10.37%) Greenfield Project
3 7 (5.19%) Management Information System
4 4 (2.96%) Algorithms
5 3 (2.22%) Analytical Mindset
5 3 (2.22%) Data Centre
5 3 (2.22%) NHS
5 3 (2.22%) Public Cloud
6 2 (1.48%) Social Network
7 1 (0.74%) CUDA
7 1 (0.74%) Data Structures
7 1 (0.74%) User Experience
Operating Systems
1 39 (28.89%) Unix
2 7 (5.19%) Linux
Processes & Methodologies
1 82 (60.74%) Agile Software Development
2 79 (58.52%) Analytics
3 76 (56.30%) ETL
4 72 (53.33%) Business Intelligence
5 49 (36.30%) Data Analytics
6 41 (30.37%) DevOps
7 39 (28.89%) Software Engineering
8 38 (28.15%) Data Engineering
8 38 (28.15%) Scrum
9 28 (20.74%) Visualisation
10 27 (20.00%) Sprint Planning
10 27 (20.00%) Sprint Retrospective
11 26 (19.26%) Data Science
12 25 (18.52%) Process Improvement
13 24 (17.78%) Data Management
14 20 (14.81%) Data Integration
15 16 (11.85%) Artificial Intelligence
15 16 (11.85%) Fintech
16 15 (11.11%) Machine Learning
17 13 (9.63%) Infrastructure as Code
Programming Languages
1 97 (71.85%) SQL
2 68 (50.37%) Java
3 49 (36.30%) Python
4 35 (25.93%) PL/SQL
5 20 (14.81%) Scala
6 16 (11.85%) C#
7 12 (8.89%) R
8 4 (2.96%) Java 8
9 3 (2.22%) T-SQL
10 2 (1.48%) Ruby
10 2 (1.48%) VB
11 1 (0.74%) JavaScript
11 1 (0.74%) PHP
Qualifications
1 7 (5.19%) SC Cleared
1 7 (5.19%) Security Cleared
2 5 (3.70%) Degree
3 4 (2.96%) AWS Certification
3 4 (2.96%) ISTQB
3 4 (2.96%) PhD
4 1 (0.74%) Computer Science Degree
4 1 (0.74%) Six Sigma Black Belt
Quality Assurance & Compliance
1 7 (5.19%) Data Quality
1 7 (5.19%) QA
2 1 (0.74%) GDPR
2 1 (0.74%) PMO
System Software
1 16 (11.85%) Docker
2 4 (2.96%) Apache Flume
2 4 (2.96%) Apache ZooKeeper
3 2 (1.48%) Active Directory
4 1 (0.74%) HDFS
Systems Management
1 45 (33.33%) Terraform
2 42 (31.11%) Ansible
3 6 (4.44%) Puppet
4 4 (2.96%) Grafana
4 4 (2.96%) Graphite
4 4 (2.96%) Kubernetes
4 4 (2.96%) Oozie
5 1 (0.74%) Hadoop YARN
Vendors
1 55 (40.74%) Cloudera
2 52 (38.52%) Oracle
3 43 (31.85%) Tableau
4 40 (29.63%) Informatica
5 34 (25.19%) Talend
6 14 (10.37%) Microsoft
7 13 (9.63%) SAP
8 8 (5.93%) Google
8 8 (5.93%) Greenplum
8 8 (5.93%) IBM
9 6 (4.44%) TIBCO
10 4 (2.96%) Dynatrace
10 4 (2.96%) HP
10 4 (2.96%) MapR
10 4 (2.96%) Splunk
10 4 (2.96%) Vertica
11 3 (2.22%) Databricks
11 3 (2.22%) Hortonworks
11 3 (2.22%) Syncsort
12 2 (1.48%) MicroStrategy