Period
to 23 May 2018

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 23 May 2018 with a comparison to the same period in the previous 2 years.

Pentaho
UK
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 1056 939 1096
Rank change year-on-year -117 +157 -13
Permanent jobs citing Pentaho 127 228 175
As % of all permanent IT jobs advertised in the UK 0.074% 0.13% 0.087%
As % of the Database & Business Intelligence category 0.24% 0.44% 0.28%
Number of salaries quoted 100 190 157
UK median annual salary £65,000 £55,000 £50,000
Median salary % change year-on-year +18.18% +10.00% -16.67%
10th Percentile £41,125 £32,500 £27,500
90th Percentile £115,250 £80,000 £76,500
UK excluding London median annual salary £45,000 £41,500 £35,000
% change year-on-year +8.43% +18.57% -22.22%

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 52,731 52,305 62,226
As % of all permanent IT jobs advertised in the UK 30.68% 30.92% 31.00%
Number of salaries quoted 43,356 44,408 52,934
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,500 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £44,471 £42,000 £41,500
% change year-on-year +5.88% +1.20% +3.75%

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 23 May 2018.

Salary histogram for Pentaho in the UK

Pentaho
Top 14 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 23 May 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
England -101 109 £65,000 +18.18% 13
London -69 75 £75,000 +25.00% 7
UK excluding London -62 38 £45,000 +8.43% 8
South East -33 14 £42,500 +6.25% 3
North of England +2 11 £50,000 - 1
Yorkshire - 8 £50,000 - 1
Midlands +13 7 £105,000 +147.06% 1
East Midlands - 5 £105,000 - 1
North West -1 3 £42,500 -15.00%
Scotland -37 3 £35,000 -30.00% 2
West Midlands +4 2 £70,000 +64.71%
Wales +5 1 £30,000 -14.29%
East of England -13 1 - -
South West -20 1 - - 1

For the 6 months to 23 May 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 with a requirement for Pentaho.

1 96 (75.59%) ETL
2 73 (57.48%) Hadoop
3 71 (55.91%) Talend
4 68 (53.54%) Apache Spark
5 65 (51.18%) Big Data
5 65 (51.18%) Amazon AWS
5 65 (51.18%) Informatica
6 64 (50.39%) SQL
6 64 (50.39%) Agile Software Development
7 61 (48.03%) Java
8 59 (46.46%) Business Intelligence
9 57 (44.88%) Analytics
10 49 (38.58%) Data Warehouse
11 48 (37.80%) Apache Cassandra
12 46 (36.22%) Kafka
13 45 (35.43%) Cloudera
13 45 (35.43%) HBase
14 44 (34.65%) Python
15 42 (33.07%) Microsoft
15 42 (33.07%) Microsoft Azure
16 41 (32.28%) NoSQL
16 41 (32.28%) Google
17 39 (30.71%) Apache Hive
18 37 (29.13%) Data Modelling
19 36 (28.35%) Tableau
19 36 (28.35%) Software Engineering
20 34 (26.77%) Apache Flume
21 33 (25.98%) Greenplum
21 33 (25.98%) MapReduce
22 32 (25.20%) MongoDB

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 68 (53.54%) Apache Spark
2 22 (17.32%) Elasticsearch
3 18 (14.17%) Apache Solr
4 16 (12.60%) SAS
5 15 (11.81%) Apache Pig
6 5 (3.94%) Apache
6 5 (3.94%) Confluence
7 4 (3.15%) R Markdown
8 3 (2.36%) OpenStack
9 1 (0.79%) WebLogic
Applications
1 1 (0.79%) SPSS
Business Applications
1 10 (7.87%) Maximo
2 1 (0.79%) Oracle BPM
2 1 (0.79%) Salesforce.com CRM
Cloud Services
1 65 (51.18%) Amazon AWS
2 42 (33.07%) Microsoft Azure
3 32 (25.20%) Google Cloud Platform
4 13 (10.24%) GitHub
5 5 (3.94%) Bluemix
5 5 (3.94%) IBM Cloud
6 4 (3.15%) Amazon EMR
6 4 (3.15%) Amazon S3
7 3 (2.36%) Amazon ElastiCache
7 3 (2.36%) Amazon SQS
8 2 (1.57%) AWS Lambda
8 2 (1.57%) Serverless
9 1 (0.79%) Amazon EC2
9 1 (0.79%) Cloud Computing
Communications & Networking
1 4 (3.15%) Network Security
2 3 (2.36%) AMQP
3 1 (0.79%) DSL
Database & Business Intelligence
1 73 (57.48%) Hadoop
2 65 (51.18%) Big Data
3 49 (38.58%) Data Warehouse
4 48 (37.80%) Apache Cassandra
5 45 (35.43%) HBase
6 41 (32.28%) NoSQL
7 39 (30.71%) Apache Hive
8 32 (25.20%) MongoDB
9 30 (23.62%) SQL Server Integration Services
10 25 (19.69%) Impala
11 24 (18.90%) Amazon Redshift
12 23 (18.11%) SQL Server
13 22 (17.32%) BusinessObjects
13 22 (17.32%) Neo4j
13 22 (17.32%) Power BI
14 21 (16.54%) MySQL
15 18 (14.17%) HAWQ
16 17 (13.39%) DataStage
17 16 (12.60%) Flink
17 16 (12.60%) Relational Database
Development Applications
1 21 (16.54%) Jenkins
2 16 (12.60%) Cucumber
3 8 (6.30%) Git (software)
4 5 (3.94%) JIRA
4 5 (3.94%) JUnit
4 5 (3.94%) Team Foundation Server
4 5 (3.94%) Visual Studio
5 4 (3.15%) RStudio
6 3 (2.36%) Gatling
6 3 (2.36%) JMeter
6 3 (2.36%) SpecFlow
7 2 (1.57%) Bitbucket
7 2 (1.57%) Maven
7 2 (1.57%) TestNG
8 1 (0.79%) CA Gen
8 1 (0.79%) ERwin
General
1 21 (16.54%) Finance
2 12 (9.45%) Marketing
3 5 (3.94%) Games
4 4 (3.15%) Manufacturing
4 4 (3.15%) Publishing
5 3 (2.36%) Banking
5 3 (2.36%) Electronics
5 3 (2.36%) Financial Institution
5 3 (2.36%) Telecoms
6 2 (1.57%) Dutch Language
6 2 (1.57%) French Language
6 2 (1.57%) German Language
6 2 (1.57%) Italian Language
6 2 (1.57%) Pharmaceutical
6 2 (1.57%) Retail
7 1 (0.79%) Advertising
7 1 (0.79%) General Ledger
7 1 (0.79%) Retail Banking
Job Titles
1 42 (33.07%) Developer
2 38 (29.92%) Data Engineer
3 30 (23.62%) Architect
4 20 (15.75%) AWS Engineer
4 20 (15.75%) Data Architect
5 19 (14.96%) Big Data Engineer
6 17 (13.39%) Big Data Architect
7 16 (12.60%) Business Intelligence Developer
8 12 (9.45%) AWS DevOps
8 12 (9.45%) AWS DevOps Engineer
8 12 (9.45%) Azure DevOps
8 12 (9.45%) Azure DevOps Engineer
8 12 (9.45%) Azure Engineer
8 12 (9.45%) DevOps Engineer
9 8 (6.30%) ETL Architect
10 7 (5.51%) Senior Data Engineer
11 6 (4.72%) Business Developer
11 6 (4.72%) Java Developer
11 6 (4.72%) SQL BI Developer
11 6 (4.72%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 46 (36.22%) Kafka
2 31 (24.41%) XML
3 29 (22.83%) Web Services
4 20 (15.75%) Middleware
5 15 (11.81%) Spark Streaming
6 14 (11.02%) HTML
7 11 (8.66%) HTML5
8 10 (7.87%) XForms
9 7 (5.51%) JSON
10 6 (4.72%) .NET
11 5 (3.94%) J2EE
11 5 (3.94%) RabbitMQ
12 4 (3.15%) AngularJS
12 4 (3.15%) Spring
13 3 (2.36%) CSS
13 3 (2.36%) Gherkin
13 3 (2.36%) Hibernate
13 3 (2.36%) JPA
13 3 (2.36%) RESTful
14 2 (1.57%) LAMP
Miscellaneous
1 21 (16.54%) Analytical Skills
2 14 (11.02%) Data Structures
3 13 (10.24%) Management Information System
4 6 (4.72%) Virtual Team
5 5 (3.94%) Self-Motivation
6 4 (3.15%) Algorithms
6 4 (3.15%) Computer Science
6 4 (3.15%) Enterprise Software
6 4 (3.15%) Fintech
6 4 (3.15%) FMCG
7 3 (2.36%) User Experience
8 1 (0.79%) AS400
8 1 (0.79%) Cloud Native
8 1 (0.79%) Hedge funds
8 1 (0.79%) NHS
Operating Systems
1 30 (23.62%) Linux
2 8 (6.30%) Unix
3 4 (3.15%) Windows
4 3 (2.36%) CentOS
Processes & Methodologies
1 96 (75.59%) ETL
2 64 (50.39%) Agile Software Development
3 59 (46.46%) Business Intelligence
4 57 (44.88%) Analytics
5 37 (29.13%) Data Modelling
6 36 (28.35%) Software Engineering
7 33 (25.98%) MapReduce
8 26 (20.47%) Open Source
9 23 (18.11%) Data Transformation
9 23 (18.11%) Performance Tuning
9 23 (18.11%) Scrum
10 22 (17.32%) Data Analytics
11 21 (16.54%) TDD
12 19 (14.96%) Continuous Integration
13 16 (12.60%) Data Architecture
13 16 (12.60%) Data Ingestion
13 16 (12.60%) Data Integration
14 15 (11.81%) DevOps
14 15 (11.81%) Information Architecture
15 13 (10.24%) Data Science
Programming Languages
1 64 (50.39%) SQL
2 61 (48.03%) Java
3 44 (34.65%) Python
4 25 (19.69%) C#
5 13 (10.24%) Scala
6 11 (8.66%) R
7 10 (7.87%) XQuery
8 9 (7.09%) T-SQL
9 6 (4.72%) PL/SQL
10 5 (3.94%) Perl
11 4 (3.15%) C
11 4 (3.15%) Java 8
11 4 (3.15%) JavaScript
11 4 (3.15%) Shell Script
11 4 (3.15%) VBA
12 3 (2.36%) HiveQL
13 1 (0.79%) Apex Code
13 1 (0.79%) PHP
Qualifications
1 8 (6.30%) Degree
2 6 (4.72%) Security Cleared
3 2 (1.57%) Computer Science Degree
3 2 (1.57%) PhD
4 1 (0.79%) DV Cleared
Quality Assurance & Compliance
1 11 (8.66%) GDPR
2 10 (7.87%) Data Quality
3 2 (1.57%) QA
System Software
1 34 (26.77%) Apache Flume
2 6 (4.72%) HDFS
3 2 (1.57%) Apache ZooKeeper
3 2 (1.57%) Docker
Systems Management
1 13 (10.24%) Puppet
2 5 (3.94%) Control-M
2 5 (3.94%) Hadoop YARN
3 3 (2.36%) Ansible
3 3 (2.36%) Oozie
3 3 (2.36%) Terraform
4 1 (0.79%) Apache Slider
4 1 (0.79%) Kibana
4 1 (0.79%) Opscode Chef
Vendors
1 71 (55.91%) Talend
2 65 (51.18%) Informatica
3 45 (35.43%) Cloudera
4 42 (33.07%) Microsoft
5 41 (32.28%) Google
6 36 (28.35%) Tableau
7 33 (25.98%) Greenplum
8 29 (22.83%) IBM
9 28 (22.05%) SAP
10 20 (15.75%) TIBCO
11 17 (13.39%) Hortonworks
11 17 (13.39%) Vertica
12 15 (11.81%) Oracle
13 14 (11.02%) HP
13 14 (11.02%) MuleSoft
14 10 (7.87%) OpenText
15 6 (4.72%) Atlassian
15 6 (4.72%) MapR
15 6 (4.72%) MicroStrategy
15 6 (4.72%) WSO2