Period
to 4 June 2020

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 4 June 2020 with a comparison to the same period in the previous 2 years.

Pentaho
UK
6 months to
4 Jun 2020
Same period 2019 Same period 2018
Rank 818 941 1054
Rank change year-on-year +123 +113 -72
Permanent jobs citing Pentaho 56 153 127
As % of all permanent jobs advertised in the UK 0.064% 0.11% 0.074%
As % of the Database & Business Intelligence category 0.24% 0.38% 0.24%
Number of salaries quoted 51 66 99
Median annual salary £70,000 £60,000 £65,000
Median salary % change year-on-year +16.67% -7.69% +18.18%
10th Percentile £43,750 £37,750 £41,000
90th Percentile £81,250 £130,000 £115,500
UK excluding London median annual salary £57,500 £44,500 £47,500
% change year-on-year +29.21% -6.32% +18.75%

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 23,433 40,002 52,649
As % of all permanent IT jobs advertised in the UK 26.90% 28.01% 30.75%
Number of salaries quoted 19,013 32,595 43,117
Median annual salary £54,000 £52,000 £50,000
Median salary % change year-on-year +3.85% +4.00% +5.26%
10th Percentile £32,500 £31,250 £31,250
90th Percentile £90,000 £85,000 £80,000
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +7.14%

Pentaho
Job Vacancy Trend

Job postings citing Pentaho as a proportion of all IT jobs advertised.

Job vacancy trend for Pentaho in the UK

Pentaho
Salary Trend

3-month moving average salary quoted in jobs citing Pentaho.

Salary trend for Pentaho in the UK

Pentaho
Salary Histogram

Salary distribution for jobs citing Pentaho over the 6 months to 4 June 2020.

Salary histogram for Pentaho in the UK

Pentaho
Top 12 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 4 June 2020. 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 +114 54 £70,000 +16.67% 21
London +100 32 £75,000 -23.08% 3
UK excluding London +145 23 £57,500 +29.21% 18
Midlands +82 15 £66,250 +15.22% 1
West Midlands +52 15 £66,250 +15.22%
North of England +131 6 £55,000 +22.22% 14
Yorkshire +96 3 £57,500 +27.78%
Work from Home +57 3 £65,000 -29.73% 4
North West +98 2 £56,250 +32.35% 13
South East +94 1 £80,000 +96.32%
Scotland +64 1 £45,000 +50.00%
North East +11 1 £32,500 -18.75% 1

For the 6 months to 4 June 2020, 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 46 (82.14%) SQL
2 42 (75.00%) Analytics
3 40 (71.43%) AWS
4 37 (66.07%) Agile Software Development
5 34 (60.71%) Unix
6 32 (57.14%) Java
7 31 (55.36%) Data Engineering
8 30 (53.57%) Big Data
8 30 (53.57%) Hadoop
9 29 (51.79%) Cloudera
10 28 (50.00%) Requirements Gathering
11 27 (48.21%) Oracle
11 27 (48.21%) ETL
12 26 (46.43%) Python
12 26 (46.43%) PL/SQL
12 26 (46.43%) Azure
13 25 (44.64%) Amazon Redshift
14 24 (42.86%) Git (software)
15 23 (41.07%) Software Engineering
15 23 (41.07%) Data Science
16 22 (39.29%) Talend
17 21 (37.50%) Finance
18 20 (35.71%) Data Analytics
19 19 (33.93%) Informatica
19 19 (33.93%) Tableau
20 18 (32.14%) Business Intelligence
20 18 (32.14%) Bitbucket
21 17 (30.36%) Kubernetes
21 17 (30.36%) Docker
21 17 (30.36%) SAS

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 17 (30.36%) SAS
2 16 (28.57%) Apache Spark
3 10 (17.86%) Confluence
4 4 (7.14%) Apache
5 1 (1.79%) ArcGIS
Applications
1 2 (3.57%) Microsoft Excel
Cloud Services
1 40 (71.43%) AWS
2 26 (46.43%) Azure
3 14 (25.00%) Power Platform
4 11 (19.64%) Amazon EC2
4 11 (19.64%) Amazon Kinesis
5 10 (17.86%) AWS Lambda
5 10 (17.86%) Serverless
6 9 (16.07%) Amazon EMR
6 9 (16.07%) Amazon Glacier
6 9 (16.07%) Amazon S3
7 5 (8.93%) GCP
8 2 (3.57%) Amazon SageMaker
8 2 (3.57%) Google Analytics
8 2 (3.57%) Kissmetrics
9 1 (1.79%) SaaS
Communications & Networking
1 5 (8.93%) SSL
Database & Business Intelligence
1 30 (53.57%) Big Data
1 30 (53.57%) Hadoop
2 25 (44.64%) Amazon Redshift
3 14 (25.00%) Power BI
4 13 (23.21%) NoSQL
5 12 (21.43%) Apache Hive
5 12 (21.43%) Impala
6 11 (19.64%) Amazon Athena
6 11 (19.64%) Amazon RDS
6 11 (19.64%) Looker
6 11 (19.64%) Oracle Database
7 9 (16.07%) Amazon DynamoDB
7 9 (16.07%) BusinessObjects
8 7 (12.50%) Data Warehouse
9 5 (8.93%) HBase
9 5 (8.93%) MySQL
9 5 (8.93%) SQL Server
10 4 (7.14%) MongoDB
11 3 (5.36%) SAS Data Integration Studio
11 3 (5.36%) SAS Visual Analytics
Development Applications
1 24 (42.86%) Git (software)
2 18 (32.14%) Bitbucket
3 16 (28.57%) Artifactory
3 16 (28.57%) Jenkins
3 16 (28.57%) Maven
4 10 (17.86%) JIRA
5 1 (1.79%) SQL Server Management Studio (SSMS)
General
1 21 (37.50%) Finance
2 6 (10.71%) Marketing
3 5 (8.93%) Automotive
4 4 (7.14%) Retail
5 2 (3.57%) Banking
5 2 (3.57%) Games
5 2 (3.57%) Manufacturing
5 2 (3.57%) Public Sector
6 1 (1.79%) Financial Institution
6 1 (1.79%) Publishing
Job Titles
1 40 (71.43%) Data Engineer
2 7 (12.50%) AWS Engineer
2 7 (12.50%) Software Engineer
3 6 (10.71%) Developer
4 5 (8.93%) Big Data Engineer
4 5 (8.93%) Big Data Software Engineer
5 4 (7.14%) Analyst
6 3 (5.36%) Business Intelligence Developer
7 2 (3.57%) Business Intelligence Manager
7 2 (3.57%) Data Analyst
7 2 (3.57%) Insight Manager
7 2 (3.57%) Support Analyst
8 1 (1.79%) Business Developer
8 1 (1.79%) Business Intelligence Analyst
8 1 (1.79%) Data Analytics Engineer
8 1 (1.79%) ETL Analyst
8 1 (1.79%) ETL Developer
8 1 (1.79%) Principal Data Architect
8 1 (1.79%) Senior Data Engineer
8 1 (1.79%) SQL Developer
Libraries, Frameworks & Software Standards
1 15 (26.79%) Kafka
2 5 (8.93%) HTML
3 2 (3.57%) Apache NiFi
3 2 (3.57%) Web Services
4 1 (1.79%) .NET
4 1 (1.79%) Apache Avro
4 1 (1.79%) H2O
4 1 (1.79%) Protocol Buffers
4 1 (1.79%) Shiny
Miscellaneous
1 9 (16.07%) Data Structures
2 8 (14.29%) Analytical Skills
3 2 (3.57%) Analytical Mindset
4 1 (1.79%) Enterprise Storage
4 1 (1.79%) Linux Command Line
4 1 (1.79%) Management Information System
4 1 (1.79%) NHS
4 1 (1.79%) Video Conferencing
4 1 (1.79%) Virtual Team
Operating Systems
1 34 (60.71%) Unix
2 11 (19.64%) Linux
Processes & Methodologies
1 42 (75.00%) Analytics
2 37 (66.07%) Agile Software Development
3 31 (55.36%) Data Engineering
4 28 (50.00%) Requirements Gathering
5 27 (48.21%) ETL
6 23 (41.07%) Data Science
6 23 (41.07%) Software Engineering
7 20 (35.71%) Data Analytics
8 18 (32.14%) Business Intelligence
9 17 (30.36%) Data Modelling
10 16 (28.57%) Continuous Integration
11 14 (25.00%) Data Integration
12 13 (23.21%) DevOps
12 13 (23.21%) Project Management
13 12 (21.43%) Process Improvement
13 12 (21.43%) Software Delivery
14 11 (19.64%) Coaching
14 11 (19.64%) Mentoring
15 10 (17.86%) Artificial Intelligence
15 10 (17.86%) Scrum
Programming Languages
1 46 (82.14%) SQL
2 32 (57.14%) Java
3 26 (46.43%) PL/SQL
3 26 (46.43%) Python
4 15 (26.79%) Scala
5 12 (21.43%) HiveQL
6 10 (17.86%) JavaScript
7 8 (14.29%) Shell Script
8 3 (5.36%) R
8 3 (5.36%) T-SQL
9 2 (3.57%) C#
9 2 (3.57%) MATLAB
9 2 (3.57%) Ruby
10 1 (1.79%) C
10 1 (1.79%) PowerShell
10 1 (1.79%) VBA
Qualifications
1 4 (7.14%) BPSS Clearance
2 2 (3.57%) Degree
2 2 (3.57%) SC Cleared
2 2 (3.57%) Security Cleared
Quality Assurance & Compliance
1 3 (5.36%) Data Quality
2 2 (3.57%) Actionable Recommendations
System Software
1 17 (30.36%) Docker
2 12 (21.43%) HDFS
3 2 (3.57%) Apache Flume
Systems Management
1 17 (30.36%) Kubernetes
2 16 (28.57%) Ansible
2 16 (28.57%) Terraform
3 7 (12.50%) Docker Swarm
Vendors
1 29 (51.79%) Cloudera
2 27 (48.21%) Oracle
3 22 (39.29%) Talend
4 19 (33.93%) Informatica
4 19 (33.93%) Tableau
5 7 (12.50%) Hitachi
6 5 (8.93%) Splunk
7 3 (5.36%) EXASOL
7 3 (5.36%) Google
8 2 (3.57%) Cognos
8 2 (3.57%) New Relic
8 2 (3.57%) Snowplow
8 2 (3.57%) Vertica
9 1 (1.79%) Hortonworks
9 1 (1.79%) Logi
9 1 (1.79%) MapR
9 1 (1.79%) Microsoft
9 1 (1.79%) Remedy
9 1 (1.79%) TIBCO