Period
to 28 July 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 28 July 2017 with a comparison to the same period in the previous 2 years.

Pentaho
UK
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 1029 1060 1039
Rank change year-on-year +31 -21 +132
Permanent jobs citing Pentaho 165 207 269
As % of all permanent IT jobs advertised in the UK 0.092% 0.10% 0.12%
As % of the Database & Business Intelligence category 0.30% 0.34% 0.38%
Number of salaries quoted 134 176 217
UK median annual salary £55,000 £50,000 £62,500
Median salary % change year-on-year +10.00% -20.00% +31.58%
10th Percentile £32,500 £29,375 £38,750
90th Percentile £95,600 £88,125 £85,000
UK excluding London median annual salary £38,250 £40,000 £47,500
% change year-on-year -4.38% -15.79% +18.75%

Pentaho is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
UK
Permanent job vacancies with a requirement for database and business intelligence skills 54815 60751 70339
As % of all permanent IT job vacancies advertised in the UK 30.68% 30.14% 31.85%
Number of salaries quoted 45794 51789 59351
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £29,750 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -

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 28 July 2017.

Salary histogram for Pentaho in the UK

Pentaho
Top 8 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 28 July 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 +67 152 £55,000 +4.76% 5
London +38 102 £60,000 +7.62% 1
UK excluding London +56 48 £38,250 -4.38% 6
South East +89 35 £38,250 +44.34% 1
North West -28 8 £50,000 +66.67%
North of England -31 8 £50,000 +42.86% 1
Wales +10 4 £35,000 -15.66%
South West +10 1 £52,500 -27.59% 1

For the 6 months to 28 July 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.

1 101 (61.21%) Hadoop
2 93 (56.36%) Business Intelligence
2 93 (56.36%) Big Data
3 87 (52.73%) ETL
4 76 (46.06%) SQL
5 75 (45.45%) Analytics
6 73 (44.24%) Agile Software Development
7 66 (40.00%) Tableau
8 62 (37.58%) Python
9 55 (33.33%) Informatica
10 51 (30.91%) Java
10 51 (30.91%) Talend Open Studio
10 51 (30.91%) Talend
11 50 (30.30%) Amazon AWS
11 50 (30.30%) Data Warehouse
11 50 (30.30%) SAS
12 48 (29.09%) Apache Spark
13 46 (27.88%) Analytical Skills
13 46 (27.88%) Data Analytics
13 46 (27.88%) Linux
14 45 (27.27%) Cognos
14 45 (27.27%) MongoDB
15 43 (26.06%) Finance
16 41 (24.85%) NoSQL
17 38 (23.03%) R
17 38 (23.03%) HBase
18 37 (22.42%) Oracle
19 36 (21.82%) Visualisation
19 36 (21.82%) Data Quality
19 36 (21.82%) 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 50 (30.30%) SAS
2 48 (29.09%) Apache Spark
3 20 (12.12%) Apache Pig
4 10 (6.06%) JBoss
5 4 (2.42%) Oracle SOA Suite
6 3 (1.82%) Apache Solr
6 3 (1.82%) Elasticsearch
6 3 (1.82%) Tomcat
6 3 (1.82%) WebLogic
6 3 (1.82%) WebSphere
7 1 (0.61%) CMS
7 1 (0.61%) Confluence
7 1 (0.61%) Oracle Coherence
Applications
1 21 (12.73%) SPSS
2 17 (10.30%) Microsoft Excel
3 2 (1.21%) MS Visio
4 1 (0.61%) Microsoft Office
Business Applications
1 5 (3.03%) Cognos Business Intelligence
2 1 (0.61%) Cognos TM1
2 1 (0.61%) Dynamics AX
Cloud Services
1 50 (30.30%) Amazon AWS
2 15 (9.09%) Google Cloud Platform
3 13 (7.88%) Microsoft Azure
4 10 (6.06%) Cloud Computing
5 6 (3.64%) Google Analytics
6 4 (2.42%) SaaS
7 2 (1.21%) Amazon EC2
7 2 (1.21%) Amazon EMR
8 1 (0.61%) Azure Data Factory
8 1 (0.61%) Azure Machine Learning
8 1 (0.61%) GitHub
Communications & Networking
1 6 (3.64%) Kerberos
2 5 (3.03%) LDAP
3 3 (1.82%) HTTP
3 3 (1.82%) SSL
4 2 (1.21%) Broadband
Database & Business Intelligence
1 101 (61.21%) Hadoop
2 93 (56.36%) Big Data
3 50 (30.30%) Data Warehouse
4 45 (27.27%) MongoDB
5 41 (24.85%) NoSQL
6 38 (23.03%) HBase
7 36 (21.82%) Apache Hive
8 33 (20.00%) PostgreSQL
8 33 (20.00%) SQL Server Integration Services
9 31 (18.79%) BusinessObjects
10 29 (17.58%) Relational Database
11 27 (16.36%) SQL Server
12 26 (15.76%) Impala
12 26 (15.76%) MySQL
13 25 (15.15%) Neo4j
13 25 (15.15%) QlikView
13 25 (15.15%) Spotfire
14 23 (13.94%) Power BI
15 18 (10.91%) Apache Cassandra
16 16 (9.70%) RDBMS
Development Applications
1 51 (30.91%) Talend Open Studio
2 6 (3.64%) Rational Rhapsody
3 2 (1.21%) ERwin
3 2 (1.21%) JIRA
4 1 (0.61%) Balsamiq Mockups
4 1 (0.61%) Bitbucket
4 1 (0.61%) Git (software)
4 1 (0.61%) Jenkins
4 1 (0.61%) MagicDraw
4 1 (0.61%) Sonatype Nexus
General
1 43 (26.06%) Finance
2 15 (9.09%) Banking
3 13 (7.88%) Games
4 9 (5.45%) Aerospace
4 9 (5.45%) Retail
5 6 (3.64%) Local Government
5 6 (3.64%) Pharmaceutical
6 5 (3.03%) Marketing
6 5 (3.03%) Spanish Language
7 4 (2.42%) Investment Banking
7 4 (2.42%) Military
8 3 (1.82%) Telecoms
9 1 (0.61%) French Language
9 1 (0.61%) Wholesale Banking
Job Titles
1 46 (27.88%) Developer
2 24 (14.55%) Architect
3 23 (13.94%) Consultant
3 23 (13.94%) Data Engineer
4 22 (13.33%) Data Manager
5 18 (10.91%) Data Architect
6 14 (8.48%) Analyst
7 13 (7.88%) Analytics Manager
7 13 (7.88%) Business Intelligence Developer
7 13 (7.88%) Data Analytics Manager
8 12 (7.27%) AS400 Developer
8 12 (7.27%) Big Data Developer
8 12 (7.27%) RPG Developer
9 11 (6.67%) Big Data Engineer
10 10 (6.06%) Senior Manager
11 9 (5.45%) Data Consultant
11 9 (5.45%) Enterprise Architect
11 9 (5.45%) Enterprise Data Architect
12 8 (4.85%) Business Intelligence Analyst
12 8 (4.85%) Java Engineer
Libraries, Frameworks & Software Standards
1 21 (12.73%) EDIFACT
1 21 (12.73%) Web Services
2 16 (9.70%) D3.js
3 14 (8.48%) XML
4 13 (7.88%) EDI
5 12 (7.27%) .NET
5 12 (7.27%) MDX
5 12 (7.27%) RESTful
6 11 (6.67%) ActiveMQ
6 11 (6.67%) AngularJS
6 11 (6.67%) Apache Camel
6 11 (6.67%) Apache CXF
6 11 (6.67%) Drools
6 11 (6.67%) jBPM
6 11 (6.67%) Node.js
6 11 (6.67%) Spring
7 9 (5.45%) Elastic Stack
7 9 (5.45%) SOAP
8 8 (4.85%) HTML
8 8 (4.85%) iXBRL
Miscellaneous
1 46 (27.88%) Analytical Skills
2 18 (10.91%) Greenfield Project
3 15 (9.09%) Data Structures
4 13 (7.88%) AS400
5 12 (7.27%) iSeries
6 11 (6.67%) Social Network
7 9 (5.45%) Algorithms
7 9 (5.45%) Fintech
7 9 (5.45%) Reference Data
8 6 (3.64%) Life Science
9 5 (3.03%) Computer Science
9 5 (3.03%) User Experience
10 4 (2.42%) Credit Risk
10 4 (2.42%) Social Media
11 2 (1.21%) Enterprise Software
12 1 (0.61%) Blog
12 1 (0.61%) Smart Meter
12 1 (0.61%) Taxonomies
Operating Systems
1 46 (27.88%) Linux
2 17 (10.30%) Windows
3 13 (7.88%) Windows Server
4 11 (6.67%) CentOS
4 11 (6.67%) Ubuntu
5 3 (1.82%) Solaris
5 3 (1.82%) Unix
6 2 (1.21%) Mesosphere
7 1 (0.61%) Android
Processes & Methodologies
1 93 (56.36%) Business Intelligence
2 87 (52.73%) ETL
3 75 (45.45%) Analytics
4 73 (44.24%) Agile Software Development
5 46 (27.88%) Data Analytics
6 36 (21.82%) Visualisation
7 35 (21.21%) Data Modelling
7 35 (21.21%) Scrum
8 29 (17.58%) Data Management
8 29 (17.58%) Open Source
9 26 (15.76%) Data Analysis
10 20 (12.12%) Continuous Integration
10 20 (12.12%) Data Integration
10 20 (12.12%) MapReduce
11 19 (11.52%) Data Extraction
12 18 (10.91%) Migration
13 17 (10.30%) Data Governance
13 17 (10.30%) Dimensional Modelling
14 15 (9.09%) Microservices
15 13 (7.88%) Big Data Analytics
Programming Languages
1 76 (46.06%) SQL
2 62 (37.58%) Python
3 51 (30.91%) Java
4 38 (23.03%) R
5 19 (11.52%) JavaScript
6 14 (8.48%) PHP
6 14 (8.48%) VBA
7 13 (7.88%) ActionScript
7 13 (7.88%) ActionScript 2.0
7 13 (7.88%) RPG
7 13 (7.88%) T-SQL
8 12 (7.27%) RPG IV
9 11 (6.67%) Jython
10 10 (6.06%) C#
11 8 (4.85%) ABAP
12 7 (4.24%) PL/SQL
13 4 (2.42%) Scala
14 3 (1.82%) Perl
15 1 (0.61%) Bash Shell
15 1 (0.61%) SPARQL
Qualifications
1 23 (13.94%) Degree
2 17 (10.30%) SC Cleared
2 17 (10.30%) Security Cleared
3 8 (4.85%) CITP
4 2 (1.21%) CTC Cleared
4 2 (1.21%) DV Cleared
4 2 (1.21%) Master's Degree
5 1 (0.61%) Computer Science Degree
5 1 (0.61%) PhD
Quality Assurance & Compliance
1 36 (21.82%) Data Quality
2 3 (1.82%) GDPR
2 3 (1.82%) QA
3 1 (0.61%) PMO
System Software
1 23 (13.94%) Apache Flume
2 3 (1.82%) Active Directory
3 2 (1.21%) Docker
4 1 (0.61%) Apache ZooKeeper
4 1 (0.61%) HDFS
Systems Management
1 8 (4.85%) Oozie
2 2 (1.21%) Ambari
2 2 (1.21%) Docker Swarm
2 2 (1.21%) Kubernetes
3 1 (0.61%) Ansible
3 1 (0.61%) Systems Management Server (SMS)
3 1 (0.61%) yum
Vendors
1 66 (40.00%) Tableau
2 55 (33.33%) Informatica
3 51 (30.91%) Talend
4 45 (27.27%) Cognos
5 37 (22.42%) Oracle
6 36 (21.82%) Cloudera
7 27 (16.36%) SAP
8 23 (13.94%) TIBCO
9 21 (12.73%) MicroStrategy
10 20 (12.12%) Google
10 20 (12.12%) Hortonworks
10 20 (12.12%) Microsoft
11 18 (10.91%) MapR
12 13 (7.88%) IBM
13 8 (4.85%) Ab Initio
14 6 (3.64%) MuleSoft
15 5 (3.03%) Hyperion
15 5 (3.03%) Jaspersoft
16 4 (2.42%) Adobe
16 4 (2.42%) Omniture
London
Pitney Bowes
Posted: 4 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £45000 per annum + benefits
Posted: 18 days ago
Glasgow, Lanarkshire
CGI
Salary: £45000 - £55000 per annum + benefits
Posted: 18 days ago
Cambridge, Cambridgeshire
Cashflows Europe Ltd
Salary: From £45,000 to £55,000 per annum bonus scheme and benefits
Posted: 21 days ago