Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

Pentaho
UK > England
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 1045 1022 1101
Rank change year-on-year -23 +79 -47
Permanent jobs citing Pentaho 107 162 159
As % of all permanent IT jobs advertised in England 0.065% 0.097% 0.083%
As % of the Database & Business Intelligence category 0.22% 0.32% 0.28%
Number of salaries quoted 83 136 136
England median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% -19.23%
10th Percentile £40,250 £32,500 £27,500
90th Percentile £115,000 £95,875 £89,375
UK median annual salary £58,750 £55,000 £50,000
% change year-on-year +6.82% +10.00% -20.00%

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 49,739 50,788 57,799
As % of all permanent IT jobs advertised in England 30.42% 30.45% 30.25%
Number of salaries quoted 40,727 43,019 49,905
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £82,500 £77,500 £75,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +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 20 July 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 20 July 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 -33 64 £65,000 +8.33% 3
South East -22 18 £43,750 +9.38% 1
North of England +22 17 £47,500 -5.00% 4
Yorkshire - 9 £50,000 -
Midlands - 6 £70,000 - 3
North West +20 4 £40,000 -20.00% 3
North East - 4 £42,500 - 1
East Midlands - 4 £74,500 - 1
West Midlands - 2 £70,000 - 2
South West +2 1 - -
East of England - 1 - - 7
Pentaho
UK

For the 6 months to 20 July 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 76 (71.03%) ETL
2 64 (59.81%) Business Intelligence
3 59 (55.14%) Agile Software Development
3 59 (55.14%) Talend
4 58 (54.21%) SQL
5 54 (50.47%) Data Warehouse
6 52 (48.60%) Hadoop
6 52 (48.60%) Apache Spark
7 50 (46.73%) Informatica
8 47 (43.93%) Java
9 44 (41.12%) Big Data
10 42 (39.25%) Amazon AWS
10 42 (39.25%) HBase
11 39 (36.45%) Analytics
12 36 (33.64%) Apache Hive
12 36 (33.64%) Python
12 36 (33.64%) Data Modelling
13 35 (32.71%) Apache Cassandra
14 33 (30.84%) SQL Server Integration Services
15 32 (29.91%) Tableau
16 31 (28.97%) MapReduce
16 31 (28.97%) Kafka
17 30 (28.04%) NoSQL
17 30 (28.04%) Microsoft
18 29 (27.10%) Microsoft Azure
19 27 (25.23%) Scrum
20 26 (24.30%) Cloudera
20 26 (24.30%) Google Cloud Platform
21 25 (23.36%) Web Services
22 24 (22.43%) SAP

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 52 (48.60%) Apache Spark
2 13 (12.15%) Apache Pig
2 13 (12.15%) SAS
3 8 (7.48%) Elasticsearch
4 6 (5.61%) OpenStack
5 5 (4.67%) Apache
5 5 (4.67%) Confluence
6 4 (3.74%) Apache Solr
7 3 (2.80%) Oracle SOA Suite
7 3 (2.80%) R Markdown
8 2 (1.87%) BizTalk Server
8 2 (1.87%) JBoss
8 2 (1.87%) Oracle Service Bus
8 2 (1.87%) WebSphere
9 1 (0.93%) WebLogic
Business Applications
1 6 (5.61%) Maximo
Cloud Services
1 42 (39.25%) Amazon AWS
2 29 (27.10%) Microsoft Azure
3 26 (24.30%) Google Cloud Platform
4 6 (5.61%) Amazon ElastiCache
4 6 (5.61%) Amazon SQS
5 4 (3.74%) IBM Cloud
6 3 (2.80%) Amazon S3
7 2 (1.87%) Amazon EMR
7 2 (1.87%) AWS Lambda
7 2 (1.87%) Boomi
7 2 (1.87%) iPaaS
7 2 (1.87%) Serverless
8 1 (0.93%) SaaS
Communications & Networking
1 6 (5.61%) AMQP
2 3 (2.80%) Network Security
3 1 (0.93%) DSL
Database & Business Intelligence
1 54 (50.47%) Data Warehouse
2 52 (48.60%) Hadoop
3 44 (41.12%) Big Data
4 42 (39.25%) HBase
5 36 (33.64%) Apache Hive
6 35 (32.71%) Apache Cassandra
7 33 (30.84%) SQL Server Integration Services
8 30 (28.04%) NoSQL
9 24 (22.43%) Impala
10 23 (21.50%) Power BI
11 22 (20.56%) SQL Server
12 21 (19.63%) BusinessObjects
13 17 (15.89%) MongoDB
13 17 (15.89%) MySQL
14 16 (14.95%) Amazon Redshift
15 15 (14.02%) DataStage
15 15 (14.02%) Flink
16 14 (13.08%) OLAP
17 13 (12.15%) Apache Kudu
17 13 (12.15%) Spotfire
Development Applications
1 12 (11.21%) Jenkins
2 8 (7.48%) Git (software)
2 8 (7.48%) JUnit
3 6 (5.61%) Cucumber
3 6 (5.61%) Gatling
3 6 (5.61%) JMeter
3 6 (5.61%) RStudio
3 6 (5.61%) SpecFlow
4 5 (4.67%) JIRA
4 5 (4.67%) Team Foundation Server
4 5 (4.67%) Visual Studio
5 4 (3.74%) ERwin
6 3 (2.80%) PowerDesigner
7 2 (1.87%) Bitbucket
7 2 (1.87%) Maven
7 2 (1.87%) TestNG
8 1 (0.93%) CA Gen
8 1 (0.93%) Selenium
8 1 (0.93%) Travis CI
General
1 19 (17.76%) Finance
2 15 (14.02%) Marketing
3 5 (4.67%) Electronics
3 5 (4.67%) Manufacturing
3 5 (4.67%) Telecoms
4 4 (3.74%) Games
4 4 (3.74%) Publishing
4 4 (3.74%) Retail
5 2 (1.87%) Dutch Language
5 2 (1.87%) Financial Institution
5 2 (1.87%) French Language
5 2 (1.87%) German Language
5 2 (1.87%) Italian Language
5 2 (1.87%) Pharmaceutical
6 1 (0.93%) Advertising
6 1 (0.93%) Legal
Job Titles
1 47 (43.93%) Developer
2 25 (23.36%) Architect
3 20 (18.69%) Data Engineer
4 19 (17.76%) Data Architect
5 18 (16.82%) Business Intelligence Developer
6 15 (14.02%) Big Data Architect
7 8 (7.48%) Java Developer
8 7 (6.54%) Developer/Software Engineer
8 7 (6.54%) Senior Developer
8 7 (6.54%) Software Engineer
8 7 (6.54%) SSIS Developer
9 6 (5.61%) AWS Developer
9 6 (5.61%) AWS Engineer
9 6 (5.61%) AWS Software Engineer
9 6 (5.61%) J2EE Developer
9 6 (5.61%) Java J2EE Software Engineer
9 6 (5.61%) Java Software Engineer
9 6 (5.61%) SQL BI Developer
9 6 (5.61%) SQL Developer
9 6 (5.61%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 31 (28.97%) Kafka
2 25 (23.36%) Web Services
3 15 (14.02%) XML
4 14 (13.08%) Spark Streaming
5 13 (12.15%) HTML
5 13 (12.15%) Middleware
6 8 (7.48%) RabbitMQ
7 7 (6.54%) CSS
7 7 (6.54%) J2EE
7 7 (6.54%) RESTful
7 7 (6.54%) Spring
8 6 (5.61%) .NET
8 6 (5.61%) AngularJS
8 6 (5.61%) Gherkin
8 6 (5.61%) Hibernate
8 6 (5.61%) HTML5
8 6 (5.61%) JPA
8 6 (5.61%) JSON
8 6 (5.61%) XForms
9 3 (2.80%) XSD
Miscellaneous
1 22 (20.56%) Analytical Skills
2 9 (8.41%) Management Information System
3 8 (7.48%) Data Structures
4 7 (6.54%) Enterprise Software
5 5 (4.67%) Algorithms
5 5 (4.67%) Self-Motivation
5 5 (4.67%) Virtual Team
6 4 (3.74%) Computer Science
6 4 (3.74%) FMCG
7 3 (2.80%) Fintech
8 2 (1.87%) Greenfield Project
8 2 (1.87%) User Experience
9 1 (0.93%) Hedge funds
9 1 (0.93%) Life Science
9 1 (0.93%) NHS
9 1 (0.93%) Reference Data
9 1 (0.93%) Social Media
Operating Systems
1 23 (21.50%) Linux
2 9 (8.41%) Unix
3 3 (2.80%) Windows
4 1 (0.93%) CentOS
Processes & Methodologies
1 76 (71.03%) ETL
2 64 (59.81%) Business Intelligence
3 59 (55.14%) Agile Software Development
4 39 (36.45%) Analytics
5 36 (33.64%) Data Modelling
6 31 (28.97%) MapReduce
7 27 (25.23%) Scrum
8 21 (19.63%) Data Analytics
9 20 (18.69%) Performance Tuning
9 20 (18.69%) Problem-Solving
9 20 (18.69%) Software Engineering
10 16 (14.95%) Data Integration
11 15 (14.02%) Open Source
12 13 (12.15%) Data Science
13 12 (11.21%) Creative Thinking
13 12 (11.21%) Visualisation
14 11 (10.28%) Data Architecture
14 11 (10.28%) Data Management
14 11 (10.28%) DNA
14 11 (10.28%) Information Architecture
Programming Languages
1 58 (54.21%) SQL
2 47 (43.93%) Java
3 36 (33.64%) Python
4 13 (12.15%) Scala
5 12 (11.21%) C#
6 10 (9.35%) T-SQL
7 9 (8.41%) JavaScript
7 9 (8.41%) R
8 7 (6.54%) PL/SQL
9 6 (5.61%) Java 8
9 6 (5.61%) XQuery
10 4 (3.74%) Shell Script
10 4 (3.74%) VBA
11 3 (2.80%) C
11 3 (2.80%) HiveQL
11 3 (2.80%) Perl
Qualifications
1 8 (7.48%) Degree
2 5 (4.67%) Security Cleared
3 2 (1.87%) Computer Science Degree
3 2 (1.87%) PhD
4 1 (0.93%) DV Cleared
Quality Assurance & Compliance
1 12 (11.21%) Data Quality
2 7 (6.54%) GDPR
3 3 (2.80%) QA
4 1 (0.93%) HL7
System Software
1 18 (16.82%) Apache Flume
2 5 (4.67%) HDFS
3 2 (1.87%) Apache ZooKeeper
3 2 (1.87%) Docker
Systems Management
1 6 (5.61%) Ansible
1 6 (5.61%) Terraform
2 5 (4.67%) Control-M
3 4 (3.74%) Hadoop YARN
4 3 (2.80%) Oozie
5 1 (0.93%) Apache Slider
5 1 (0.93%) Kibana
Vendors
1 59 (55.14%) Talend
2 50 (46.73%) Informatica
3 32 (29.91%) Tableau
4 30 (28.04%) Microsoft
5 26 (24.30%) Cloudera
6 24 (22.43%) SAP
7 22 (20.56%) Google
8 21 (19.63%) TIBCO
9 17 (15.89%) Greenplum
10 15 (14.02%) IBM
10 15 (14.02%) Oracle
10 15 (14.02%) Vertica
11 13 (12.15%) HP
12 7 (6.54%) MicroStrategy
13 6 (5.61%) Ab Initio
13 6 (5.61%) Atlassian
13 6 (5.61%) Birst
13 6 (5.61%) OpenText
13 6 (5.61%) WSO2
14 5 (4.67%) MuleSoft