Period
to 22 September 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 22 September 2017 with a comparison to the same period in the previous 2 years.

Pentaho
UK
6 months to
22 Sep 2017
Same period 2016 Same period 2015
Rank 1040 1049 1070
Rank change year-on-year +9 +21 +105
Permanent jobs citing Pentaho 134 182 239
As % of all permanent IT jobs advertised in the UK 0.076% 0.094% 0.11%
As % of the Database & Business Intelligence category 0.25% 0.32% 0.34%
Number of salaries quoted 109 154 179
UK median annual salary £55,000 £55,000 £60,000
Median salary % change year-on-year - -8.33% +26.32%
10th Percentile £35,000 £34,125 £38,750
90th Percentile £98,000 £92,625 £85,000
UK excluding London median annual salary £40,000 £46,250 £47,500
% change year-on-year -13.51% -2.63% +17.79%

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 53998 57708 70153
As % of all permanent IT jobs advertised in the UK 30.60% 29.75% 31.75%
Number of salaries quoted 44465 49180 59311
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +1.12%
10th Percentile £30,000 £28,750 £27,500
90th Percentile £77,500 £75,250 £73,500
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +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 22 September 2017.

Salary histogram for Pentaho in the UK

Pentaho
Top 9 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 22 September 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 +32 123 £55,000 - 5
London +1 83 £62,000 +1.22% 2
UK excluding London +28 41 £40,000 -13.51% 3
South East +63 34 £40,000 -20.00%
North of England -21 3 £65,000 +85.71% 1
South West +14 2 £52,500 -2.33% 2
Wales +11 2 £32,000 -25.58%
North West -14 2 £80,000 +166.67% 1
Yorkshire +11 1 £50,000 -

For the 6 months to 22 September 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 83 (61.94%) Hadoop
2 81 (60.45%) Big Data
3 76 (56.72%) Business Intelligence
4 73 (54.48%) ETL
5 62 (46.27%) SQL
6 60 (44.78%) Analytics
7 59 (44.03%) Agile Software Development
8 53 (39.55%) Tableau
9 52 (38.81%) Python
10 50 (37.31%) Linux
11 45 (33.58%) Java
12 43 (32.09%) Informatica
12 43 (32.09%) Apache Spark
13 42 (31.34%) Amazon AWS
14 41 (30.60%) SAS
15 38 (28.36%) MongoDB
15 38 (28.36%) Talend Open Studio
15 38 (28.36%) Analytical Skills
15 38 (28.36%) Talend
15 38 (28.36%) Data Analytics
16 37 (27.61%) Data Warehouse
17 34 (25.37%) Data Quality
17 34 (25.37%) HBase
18 33 (24.63%) NoSQL
18 33 (24.63%) R
18 33 (24.63%) Visualisation
19 32 (23.88%) Cognos
19 32 (23.88%) Oracle
19 32 (23.88%) Finance
20 30 (22.39%) Apache Hive

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 43 (32.09%) Apache Spark
2 41 (30.60%) SAS
3 20 (14.93%) Apache Pig
4 10 (7.46%) JBoss
5 4 (2.99%) Oracle SOA Suite
6 3 (2.24%) Tomcat
6 3 (2.24%) WebLogic
6 3 (2.24%) WebSphere
7 2 (1.49%) Elasticsearch
8 1 (0.75%) Apache Solr
8 1 (0.75%) Oracle Coherence
Applications
1 17 (12.69%) SPSS
2 15 (11.19%) Microsoft Excel
3 2 (1.49%) MS Visio
4 1 (0.75%) Microsoft Office
Business Applications
1 4 (2.99%) Cognos Business Intelligence
2 1 (0.75%) Cognos TM1
2 1 (0.75%) Dynamics AX
2 1 (0.75%) Markit EDM
Cloud Services
1 42 (31.34%) Amazon AWS
2 11 (8.21%) Microsoft Azure
3 8 (5.97%) Cloud Computing
4 7 (5.22%) Google Cloud Platform
5 4 (2.99%) Google Analytics
6 3 (2.24%) SaaS
7 2 (1.49%) Amazon EC2
7 2 (1.49%) Amazon EMR
8 1 (0.75%) Azure Data Factory
8 1 (0.75%) Azure Machine Learning
Communications & Networking
1 6 (4.48%) Kerberos
2 5 (3.73%) LDAP
3 3 (2.24%) HTTP
3 3 (2.24%) SSL
4 1 (0.75%) Broadband
Database & Business Intelligence
1 83 (61.94%) Hadoop
2 81 (60.45%) Big Data
3 38 (28.36%) MongoDB
4 37 (27.61%) Data Warehouse
5 34 (25.37%) HBase
6 33 (24.63%) NoSQL
7 30 (22.39%) Apache Hive
8 27 (20.15%) Impala
9 26 (19.40%) Relational Database
10 24 (17.91%) Neo4j
11 23 (17.16%) BusinessObjects
12 22 (16.42%) Spotfire
12 22 (16.42%) SQL Server Integration Services
13 21 (15.67%) MySQL
13 21 (15.67%) PostgreSQL
13 21 (15.67%) QlikView
14 17 (12.69%) Apache Cassandra
14 17 (12.69%) RDBMS
15 15 (11.19%) SQL Server
16 14 (10.45%) Data Mining
Development Applications
1 38 (28.36%) Talend Open Studio
2 9 (6.72%) Rational Rhapsody
3 1 (0.75%) Balsamiq Mockups
3 1 (0.75%) Bitbucket
3 1 (0.75%) ERwin
3 1 (0.75%) Git (software)
3 1 (0.75%) JIRA
3 1 (0.75%) Oracle Forms
General
1 32 (23.88%) Finance
2 14 (10.45%) Banking
3 9 (6.72%) Aerospace
3 9 (6.72%) Games
4 8 (5.97%) Pharmaceutical
5 5 (3.73%) Marketing
5 5 (3.73%) Spanish Language
6 4 (2.99%) Investment Banking
6 4 (2.99%) Military
7 3 (2.24%) Retail
8 1 (0.75%) French Language
8 1 (0.75%) Local Government
8 1 (0.75%) Telecoms
Job Titles
1 40 (29.85%) Developer
2 22 (16.42%) Data Engineer
3 19 (14.18%) Architect
3 19 (14.18%) Data Manager
4 16 (11.94%) Big Data Developer
4 16 (11.94%) Data Architect
5 13 (9.70%) Consultant
6 12 (8.96%) AS400 Developer
6 12 (8.96%) RPG Developer
7 11 (8.21%) Analytics Manager
7 11 (8.21%) Data Analytics Manager
8 9 (6.72%) Enterprise Architect
8 9 (6.72%) Enterprise Data Architect
8 9 (6.72%) Senior Manager
9 8 (5.97%) Analyst
9 8 (5.97%) Integration Engineer
10 7 (5.22%) Big Data Architect
10 7 (5.22%) Big Data Engineer
11 6 (4.48%) AWS Engineer
11 6 (4.48%) Big Data Consultant
Libraries, Frameworks & Software Standards
1 22 (16.42%) Web Services
2 21 (15.67%) EDIFACT
3 15 (11.19%) D3.js
4 14 (10.45%) .NET
5 13 (9.70%) EDI
6 12 (8.96%) RESTful
6 12 (8.96%) XML
7 10 (7.46%) ActiveMQ
7 10 (7.46%) AngularJS
7 10 (7.46%) Apache Camel
7 10 (7.46%) Apache CXF
7 10 (7.46%) Drools
7 10 (7.46%) Elastic Stack
7 10 (7.46%) jBPM
7 10 (7.46%) MDX
7 10 (7.46%) Node.js
7 10 (7.46%) Spring
8 9 (6.72%) SOAP
9 8 (5.97%) iXBRL
9 8 (5.97%) JSON
Miscellaneous
1 38 (28.36%) Analytical Skills
2 21 (15.67%) Data Structures
3 14 (10.45%) Greenfield Project
4 13 (9.70%) AS400
5 12 (8.96%) Algorithms
5 12 (8.96%) iSeries
6 9 (6.72%) Reference Data
7 8 (5.97%) Life Science
7 8 (5.97%) Social Network
8 6 (4.48%) User Experience
9 5 (3.73%) Fintech
10 4 (2.99%) Social Media
11 3 (2.24%) Computer Science
12 2 (1.49%) Credit Risk
13 1 (0.75%) Blog
13 1 (0.75%) Enterprise Software
13 1 (0.75%) Smart Meter
Operating Systems
1 50 (37.31%) Linux
2 18 (13.43%) Windows
3 13 (9.70%) Windows Server
4 10 (7.46%) CentOS
4 10 (7.46%) Ubuntu
5 3 (2.24%) Solaris
5 3 (2.24%) Unix
6 2 (1.49%) Mesosphere
7 1 (0.75%) Android
Processes & Methodologies
1 76 (56.72%) Business Intelligence
2 73 (54.48%) ETL
3 60 (44.78%) Analytics
4 59 (44.03%) Agile Software Development
5 38 (28.36%) Data Analytics
6 33 (24.63%) Visualisation
7 28 (20.90%) Data Modelling
8 27 (20.15%) Scrum
9 23 (17.16%) Data Management
9 23 (17.16%) Open Source
10 22 (16.42%) Data Analysis
10 22 (16.42%) Data Extraction
11 20 (14.93%) MapReduce
12 18 (13.43%) Data Integration
13 16 (11.94%) Continuous Integration
14 15 (11.19%) Data Governance
14 15 (11.19%) Microservices
14 15 (11.19%) Migration
15 14 (10.45%) Data Architecture
16 13 (9.70%) Stakeholder Management
Programming Languages
1 62 (46.27%) SQL
2 52 (38.81%) Python
3 45 (33.58%) Java
4 33 (24.63%) R
5 20 (14.93%) JavaScript
6 14 (10.45%) PHP
6 14 (10.45%) VBA
7 13 (9.70%) ActionScript
7 13 (9.70%) ActionScript 2.0
7 13 (9.70%) C#
7 13 (9.70%) RPG
8 12 (8.96%) RPG IV
9 10 (7.46%) Jython
9 10 (7.46%) PL/SQL
10 9 (6.72%) T-SQL
11 8 (5.97%) ABAP
12 3 (2.24%) Perl
13 2 (1.49%) Scala
14 1 (0.75%) Bash Shell
14 1 (0.75%) CQL
Qualifications
1 18 (13.43%) Degree
2 13 (9.70%) SC Cleared
2 13 (9.70%) Security Cleared
3 8 (5.97%) CITP
4 2 (1.49%) CTC Cleared
4 2 (1.49%) DV Cleared
4 2 (1.49%) Master's Degree
5 1 (0.75%) Computer Science Degree
Quality Assurance & Compliance
1 34 (25.37%) Data Quality
2 3 (2.24%) GDPR
2 3 (2.24%) QA
3 1 (0.75%) PMO
System Software
1 23 (17.16%) Apache Flume
2 3 (2.24%) Active Directory
3 2 (1.49%) Docker
4 1 (0.75%) Apache ZooKeeper
4 1 (0.75%) HDFS
Systems Management
1 8 (5.97%) Oozie
2 2 (1.49%) Ambari
2 2 (1.49%) Docker Swarm
2 2 (1.49%) Kubernetes
3 1 (0.75%) Systems Management Server (SMS)
3 1 (0.75%) yum
Vendors
1 53 (39.55%) Tableau
2 43 (32.09%) Informatica
3 38 (28.36%) Talend
4 32 (23.88%) Cognos
4 32 (23.88%) Oracle
5 30 (22.39%) Cloudera
6 23 (17.16%) TIBCO
7 20 (14.93%) SAP
8 18 (13.43%) MicroStrategy
9 16 (11.94%) Hortonworks
10 15 (11.19%) MapR
11 14 (10.45%) Microsoft
12 13 (9.70%) IBM
13 12 (8.96%) Google
14 9 (6.72%) MuleSoft
15 8 (5.97%) Ab Initio
16 5 (3.73%) Jaspersoft
17 4 (2.99%) Atlassian
17 4 (2.99%) Clarabridge
17 4 (2.99%) Vertica