Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

Pentaho
UK
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 1085 1018 1061
Rank change year-on-year -67 +43 +123
Permanent jobs citing Pentaho 113 200 248
As % of all permanent IT jobs advertised in the UK 0.063% 0.11% 0.11%
As % of the Database & Business Intelligence category 0.21% 0.36% 0.36%
Number of salaries quoted 101 172 184
UK median annual salary £50,000 £55,000 £50,000
Median salary % change year-on-year -9.09% +10.00% -4.76%
10th Percentile £35,000 £32,625 £36,438
90th Percentile £102,500 £89,875 £85,000
UK excluding London median annual salary £45,000 £47,000 £50,000
% change year-on-year -4.26% -6.00% +20.74%

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 53939 55929 68870
As % of all permanent IT jobs advertised in the UK 30.26% 29.65% 31.51%
Number of salaries quoted 44362 47783 57990
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £77,400 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 19 November 2017.

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 19 November 2017. 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 -27 109 £51,250 -10.87% 3
London -68 59 £58,750 -9.62% 3
UK excluding London +26 53 £45,000 -4.26%
South East +66 36 £45,000 -11.33%
North of England -1 8 £50,000 +42.86%
North West -4 7 £50,000 +66.67%
South West +32 5 £37,500 -1.96%
Wales +15 2 £32,000 -25.58%
Midlands +35 1 £60,000 -
Yorkshire +23 1 £50,000 +5.26%
West Midlands +17 1 £60,000 -
Scotland -22 1 - -

For the 6 months to 19 November 2017, IT jobs citing Pentaho also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Pentaho.

1 80 (70.80%) ETL
2 59 (52.21%) Hadoop
3 56 (49.56%) Python
4 51 (45.13%) Big Data
5 50 (44.25%) Business Intelligence
5 50 (44.25%) Analytics
6 45 (39.82%) Data Warehouse
6 45 (39.82%) SQL
7 43 (38.05%) Tableau
8 42 (37.17%) Linux
9 37 (32.74%) Agile Software Development
10 33 (29.20%) Talend
10 33 (29.20%) Talend Open Studio
11 31 (27.43%) Informatica
12 29 (25.66%) Data Analytics
12 29 (25.66%) Data Structures
13 28 (24.78%) Open Source
13 28 (24.78%) MongoDB
14 27 (23.89%) Visualisation
14 27 (23.89%) Amazon AWS
14 27 (23.89%) Data Modelling
15 26 (23.01%) PostgreSQL
15 26 (23.01%) Data Quality
16 25 (22.12%) Data Analysis
16 25 (22.12%) Java
17 24 (21.24%) R
17 24 (21.24%) Apache Spark
18 23 (20.35%) Analytical Skills
18 23 (20.35%) Data Integration
19 22 (19.47%) Neo4j

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 24 (21.24%) Apache Spark
2 20 (17.70%) SAS
3 15 (13.27%) Apache Pig
4 7 (6.19%) JBoss
5 2 (1.77%) Apache Solr
5 2 (1.77%) Elasticsearch
5 2 (1.77%) Oracle SOA Suite
6 1 (0.88%) Apache Airflow
Applications
1 14 (12.39%) Microsoft Excel
2 13 (11.50%) SPSS
3 7 (6.19%) Microsoft Office
3 7 (6.19%) MS Visio
4 6 (5.31%) Microsoft PowerPoint
Business Applications
1 2 (1.77%) Cognos Business Intelligence
2 1 (0.88%) Cognos TM1
2 1 (0.88%) Dynamics AX
2 1 (0.88%) Markit EDM
Cloud Services
1 27 (23.89%) Amazon AWS
2 11 (9.73%) Microsoft Azure
3 3 (2.65%) Cloud Computing
4 2 (1.77%) SaaS
5 1 (0.88%) GitHub
5 1 (0.88%) Google Cloud Platform
Communications & Networking
1 3 (2.65%) Kerberos
2 1 (0.88%) LDAP
Database & Business Intelligence
1 59 (52.21%) Hadoop
2 51 (45.13%) Big Data
3 45 (39.82%) Data Warehouse
4 28 (24.78%) MongoDB
5 26 (23.01%) PostgreSQL
6 22 (19.47%) MySQL
6 22 (19.47%) Neo4j
7 21 (18.58%) SQL Server Integration Services
8 18 (15.93%) NoSQL
9 17 (15.04%) Apache Hive
10 16 (14.16%) Impala
10 16 (14.16%) Spotfire
11 15 (13.27%) Data Mining
12 14 (12.39%) QlikView
12 14 (12.39%) SQL Server
13 12 (10.62%) Power BI
13 12 (10.62%) Relational Database
14 11 (9.73%) RDBMS
15 10 (8.85%) Apache Cassandra
15 10 (8.85%) SAP Data Services
Development Applications
1 33 (29.20%) Talend Open Studio
2 7 (6.19%) Rational Rhapsody
3 1 (0.88%) Balsamiq Mockups
3 1 (0.88%) Bitbucket
3 1 (0.88%) Cucumber
3 1 (0.88%) ERwin
3 1 (0.88%) Git (software)
3 1 (0.88%) Jenkins
3 1 (0.88%) JIRA
3 1 (0.88%) Oracle Forms
General
1 21 (18.58%) Finance
2 9 (7.96%) Aerospace
2 9 (7.96%) Banking
3 6 (5.31%) Pharmaceutical
4 5 (4.42%) Games
4 5 (4.42%) Spanish Language
5 4 (3.54%) Marketing
5 4 (3.54%) Military
6 3 (2.65%) Retail
7 2 (1.77%) Investment Banking
8 1 (0.88%) French Language
Job Titles
1 37 (32.74%) Developer
2 22 (19.47%) Data Engineer
3 16 (14.16%) Data Manager
4 12 (10.62%) Big Data Developer
5 11 (9.73%) Analyst
5 11 (9.73%) Analytics Manager
5 11 (9.73%) Data Analytics Manager
6 9 (7.96%) Senior Manager
7 8 (7.08%) AWS Engineer
7 8 (7.08%) Business Intelligence Developer
7 8 (7.08%) Senior Data Engineer
8 7 (6.19%) Data Analyst
8 7 (6.19%) Open Source Developer
9 6 (5.31%) Architect
9 6 (5.31%) AS400 Developer
9 6 (5.31%) Data Architect
9 6 (5.31%) Integration Engineer
9 6 (5.31%) RPG Developer
10 5 (4.42%) Consultant
10 5 (4.42%) SQL Developer
Libraries, Frameworks & Software Standards
1 16 (14.16%) Web Services
2 15 (13.27%) D3.js
3 14 (12.39%) ActiveMQ
3 14 (12.39%) AngularJS
3 14 (12.39%) Apache Camel
3 14 (12.39%) Apache CXF
3 14 (12.39%) Drools
3 14 (12.39%) jBPM
3 14 (12.39%) Node.js
4 13 (11.50%) Elastic Stack
5 8 (7.08%) JSON
5 8 (7.08%) Middleware
6 7 (6.19%) .NET
6 7 (6.19%) EDI
6 7 (6.19%) EDIFACT
6 7 (6.19%) Spring
7 4 (3.54%) Spring Security
7 4 (3.54%) XML
8 3 (2.65%) HTML5
8 3 (2.65%) MDX
Miscellaneous
1 29 (25.66%) Data Structures
2 23 (20.35%) Analytical Skills
3 14 (12.39%) Greenfield Project
4 8 (7.08%) Social Network
5 7 (6.19%) Algorithms
5 7 (6.19%) AS400
6 6 (5.31%) iSeries
6 6 (5.31%) Life Science
6 6 (5.31%) Mainframe
7 3 (2.65%) Management Information System
8 2 (1.77%) Credit Risk
9 1 (0.88%) Blog
9 1 (0.88%) Computer Science
9 1 (0.88%) Reference Data
9 1 (0.88%) User Experience
Operating Systems
1 42 (37.17%) Linux
2 14 (12.39%) CentOS
2 14 (12.39%) Ubuntu
3 10 (8.85%) Windows
4 7 (6.19%) Windows Server
5 5 (4.42%) Unix
6 1 (0.88%) Android
6 1 (0.88%) Mesosphere
Processes & Methodologies
1 80 (70.80%) ETL
2 50 (44.25%) Analytics
2 50 (44.25%) Business Intelligence
3 37 (32.74%) Agile Software Development
4 29 (25.66%) Data Analytics
5 28 (24.78%) Open Source
6 27 (23.89%) Data Modelling
6 27 (23.89%) Visualisation
7 25 (22.12%) Data Analysis
8 23 (20.35%) Data Integration
9 22 (19.47%) Scrum
10 15 (13.27%) Data Governance
10 15 (13.27%) Data Management
10 15 (13.27%) TDD
11 14 (12.39%) BDD
11 14 (12.39%) Open Source Development
12 13 (11.50%) Big Data Analytics
12 13 (11.50%) Data Extraction
12 13 (11.50%) ETL Development
13 12 (10.62%) Software Engineering
Programming Languages
1 56 (49.56%) Python
2 45 (39.82%) SQL
3 25 (22.12%) Java
4 24 (21.24%) R
5 14 (12.39%) Jython
6 11 (9.73%) Shell Script
7 10 (8.85%) T-SQL
8 8 (7.08%) C#
8 8 (7.08%) PHP
8 8 (7.08%) PL/SQL
8 8 (7.08%) VBA
9 7 (6.19%) ActionScript
9 7 (6.19%) ActionScript 2.0
9 7 (6.19%) RPG
10 6 (5.31%) RPG IV
11 5 (4.42%) JavaScript
12 3 (2.65%) Perl
13 1 (0.88%) Bash Shell
13 1 (0.88%) CQL
13 1 (0.88%) Scala
Qualifications
1 14 (12.39%) SC Cleared
1 14 (12.39%) Security Cleared
2 9 (7.96%) Degree
3 2 (1.77%) CTC Cleared
3 2 (1.77%) DV Cleared
4 1 (0.88%) Computer Science Degree
Quality Assurance & Compliance
1 26 (23.01%) Data Quality
2 11 (9.73%) QA
3 1 (0.88%) GCP
3 1 (0.88%) PMO
System Software
1 9 (7.96%) Apache Flume
2 1 (0.88%) Apache ZooKeeper
2 1 (0.88%) Docker
2 1 (0.88%) HDFS
2 1 (0.88%) MapR-FS
Systems Management
1 6 (5.31%) Oozie
2 2 (1.77%) Control-M
3 1 (0.88%) Ambari
3 1 (0.88%) Docker Swarm
3 1 (0.88%) Hadoop YARN
3 1 (0.88%) Kubernetes
3 1 (0.88%) Puppet
3 1 (0.88%) Systems Management Server (SMS)
3 1 (0.88%) yum
Vendors
1 43 (38.05%) Tableau
2 33 (29.20%) Talend
3 31 (27.43%) Informatica
4 22 (19.47%) Cognos
5 20 (17.70%) Cloudera
5 20 (17.70%) Oracle
6 16 (14.16%) Hortonworks
6 16 (14.16%) MicroStrategy
7 15 (13.27%) MapR
8 14 (12.39%) SAP
9 13 (11.50%) Microsoft
10 10 (8.85%) Ab Initio
11 9 (7.96%) TIBCO
12 8 (7.08%) MuleSoft
13 7 (6.19%) Birst
13 7 (6.19%) IBM
14 4 (3.54%) Hyperion
15 3 (2.65%) Alteryx
16 2 (1.77%) EXASOL
16 2 (1.77%) HP