Period
to 20 November 2017

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

Pentaho
UK > England
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 1039 1021 1062
Rank change year-on-year -18 +41 +114
Permanent jobs citing Pentaho 111 176 226
As % of all permanent IT jobs advertised in England 0.066% 0.100% 0.11%
As % of the Database & Business Intelligence category 0.22% 0.34% 0.35%
Number of salaries quoted 99 151 161
England median annual salary £52,500 £57,500 £50,000
Median salary % change year-on-year -8.70% +15.00% -4.76%
10th Percentile £35,000 £32,500 £36,250
90th Percentile £103,000 £93,750 £86,250
UK median annual salary £51,250 £55,000 £50,000
% change year-on-year -6.82% +10.00% -2.44%

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 50861 52245 64966
As % of all permanent IT jobs advertised in England 30.19% 29.59% 31.58%
Number of salaries quoted 42283 45101 55204
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

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 November 2017.

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 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
London -74 61 £62,500 -3.85% 2
South East +52 36 £45,000 -11.33%
North of England +7 8 £50,000 +42.86% 1
North West -10 7 £50,000 +66.67%
South West +14 5 £37,500 -1.96%
Midlands +13 1 £60,000 -
West Midlands +8 1 £60,000 -
Yorkshire +7 1 £50,000 +5.26% 1
Pentaho
UK

For the 6 months to 20 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 across the England region with a requirement for Pentaho.

1 81 (72.97%) ETL
2 57 (51.35%) Python
3 56 (50.45%) Hadoop
4 50 (45.05%) Big Data
4 50 (45.05%) Analytics
4 50 (45.05%) Business Intelligence
5 46 (41.44%) Data Warehouse
6 44 (39.64%) Tableau
7 42 (37.84%) SQL
8 41 (36.94%) Linux
9 35 (31.53%) Agile Software Development
10 32 (28.83%) Talend
10 32 (28.83%) Talend Open Studio
11 30 (27.03%) Informatica
11 30 (27.03%) Data Structures
12 28 (25.23%) Data Analytics
13 27 (24.32%) MongoDB
13 27 (24.32%) Visualisation
13 27 (24.32%) Open Source
13 27 (24.32%) Data Modelling
14 26 (23.42%) PostgreSQL
15 25 (22.52%) Data Analysis
15 25 (22.52%) Amazon AWS
15 25 (22.52%) Data Quality
16 24 (21.62%) R
16 24 (21.62%) MySQL
17 23 (20.72%) Java
17 23 (20.72%) Data Integration
18 22 (19.82%) Cognos
18 22 (19.82%) Apache Spark

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 22 (19.82%) Apache Spark
2 20 (18.02%) SAS
3 15 (13.51%) Apache Pig
4 7 (6.31%) JBoss
5 2 (1.80%) Elasticsearch
5 2 (1.80%) Oracle SOA Suite
6 1 (0.90%) Apache Airflow
6 1 (0.90%) Apache Solr
Applications
1 14 (12.61%) Microsoft Excel
2 13 (11.71%) SPSS
3 7 (6.31%) MS Visio
4 6 (5.41%) Microsoft Office
4 6 (5.41%) Microsoft PowerPoint
Business Applications
1 2 (1.80%) Cognos Business Intelligence
2 1 (0.90%) Cognos TM1
2 1 (0.90%) Dynamics AX
2 1 (0.90%) Markit EDM
Cloud Services
1 25 (22.52%) Amazon AWS
2 11 (9.91%) Microsoft Azure
3 2 (1.80%) SaaS
4 1 (0.90%) Cloud Computing
4 1 (0.90%) Google Cloud Platform
Communications & Networking
1 4 (3.60%) Kerberos
2 2 (1.80%) LDAP
Database & Business Intelligence
1 56 (50.45%) Hadoop
2 50 (45.05%) Big Data
3 46 (41.44%) Data Warehouse
4 27 (24.32%) MongoDB
5 26 (23.42%) PostgreSQL
6 24 (21.62%) MySQL
7 21 (18.92%) SQL Server Integration Services
8 20 (18.02%) Neo4j
9 18 (16.22%) NoSQL
10 17 (15.32%) Impala
11 16 (14.41%) Apache Hive
11 16 (14.41%) Data Mining
11 16 (14.41%) Spotfire
12 14 (12.61%) QlikView
12 14 (12.61%) SQL Server
13 12 (10.81%) Power BI
13 12 (10.81%) Relational Database
14 11 (9.91%) Amazon Redshift
14 11 (9.91%) HBase
14 11 (9.91%) RDBMS
Development Applications
1 32 (28.83%) Talend Open Studio
2 7 (6.31%) Rational Rhapsody
3 1 (0.90%) Balsamiq Mockups
3 1 (0.90%) Bitbucket
3 1 (0.90%) ERwin
3 1 (0.90%) Git (software)
3 1 (0.90%) JIRA
3 1 (0.90%) Oracle Forms
General
1 20 (18.02%) Finance
2 9 (8.11%) Aerospace
2 9 (8.11%) Banking
3 6 (5.41%) Pharmaceutical
4 5 (4.50%) Games
4 5 (4.50%) Spanish Language
5 4 (3.60%) Marketing
5 4 (3.60%) Military
6 3 (2.70%) Retail
7 2 (1.80%) Investment Banking
8 1 (0.90%) French Language
Job Titles
1 37 (33.33%) Developer
2 22 (19.82%) Data Engineer
3 15 (13.51%) Data Manager
4 12 (10.81%) Big Data Developer
5 11 (9.91%) Analyst
5 11 (9.91%) Analytics Manager
5 11 (9.91%) Data Analytics Manager
6 9 (8.11%) AWS Engineer
6 9 (8.11%) Senior Data Engineer
7 8 (7.21%) Business Intelligence Developer
8 7 (6.31%) Data Analyst
8 7 (6.31%) Open Source Developer
8 7 (6.31%) Senior Manager
9 6 (5.41%) Architect
9 6 (5.41%) AS400 Developer
9 6 (5.41%) Data Architect
9 6 (5.41%) Integration Engineer
9 6 (5.41%) RPG Developer
10 5 (4.50%) Digital Developer
10 5 (4.50%) SQL Developer
Libraries, Frameworks & Software Standards
1 17 (15.32%) Web Services
2 14 (12.61%) D3.js
3 13 (11.71%) ActiveMQ
3 13 (11.71%) AngularJS
3 13 (11.71%) Apache Camel
3 13 (11.71%) Apache CXF
3 13 (11.71%) Drools
3 13 (11.71%) Elastic Stack
3 13 (11.71%) jBPM
3 13 (11.71%) Node.js
4 8 (7.21%) JSON
5 7 (6.31%) .NET
5 7 (6.31%) EDI
5 7 (6.31%) EDIFACT
5 7 (6.31%) Middleware
5 7 (6.31%) Spring
6 4 (3.60%) Spring Security
7 3 (2.70%) HTML5
7 3 (2.70%) Kafka
7 3 (2.70%) MDX
Miscellaneous
1 30 (27.03%) Data Structures
2 21 (18.92%) Analytical Skills
3 13 (11.71%) Greenfield Project
4 8 (7.21%) Social Network
5 7 (6.31%) Algorithms
5 7 (6.31%) AS400
6 6 (5.41%) iSeries
6 6 (5.41%) Life Science
6 6 (5.41%) Mainframe
7 3 (2.70%) Management Information System
8 1 (0.90%) Blog
8 1 (0.90%) Computer Science
8 1 (0.90%) Reference Data
8 1 (0.90%) User Experience
Operating Systems
1 41 (36.94%) Linux
2 13 (11.71%) CentOS
2 13 (11.71%) Ubuntu
3 10 (9.01%) Windows
4 7 (6.31%) Windows Server
5 5 (4.50%) Unix
6 2 (1.80%) Mesosphere
7 1 (0.90%) Android
Processes & Methodologies
1 81 (72.97%) ETL
2 50 (45.05%) Analytics
2 50 (45.05%) Business Intelligence
3 35 (31.53%) Agile Software Development
4 28 (25.23%) Data Analytics
5 27 (24.32%) Data Modelling
5 27 (24.32%) Open Source
5 27 (24.32%) Visualisation
6 25 (22.52%) Data Analysis
7 23 (20.72%) Data Integration
8 21 (18.92%) Scrum
9 16 (14.41%) Data Management
10 14 (12.61%) Data Governance
11 13 (11.71%) BDD
11 13 (11.71%) Data Extraction
11 13 (11.71%) ETL Development
11 13 (11.71%) Open Source Development
11 13 (11.71%) TDD
12 12 (10.81%) Data Architecture
12 12 (10.81%) Software Engineering
Programming Languages
1 57 (51.35%) Python
2 42 (37.84%) SQL
3 24 (21.62%) R
4 23 (20.72%) Java
5 13 (11.71%) Jython
6 11 (9.91%) Shell Script
7 10 (9.01%) T-SQL
8 8 (7.21%) PHP
8 8 (7.21%) PL/SQL
8 8 (7.21%) VBA
9 7 (6.31%) ActionScript
9 7 (6.31%) ActionScript 2.0
9 7 (6.31%) C#
9 7 (6.31%) RPG
10 6 (5.41%) RPG IV
11 5 (4.50%) JavaScript
12 3 (2.70%) Perl
13 2 (1.80%) CQL
13 2 (1.80%) Scala
14 1 (0.90%) Bash Shell
Qualifications
1 14 (12.61%) SC Cleared
1 14 (12.61%) Security Cleared
2 9 (8.11%) Degree
3 2 (1.80%) CTC Cleared
3 2 (1.80%) DV Cleared
4 1 (0.90%) Computer Science Degree
Quality Assurance & Compliance
1 25 (22.52%) Data Quality
2 10 (9.01%) QA
3 1 (0.90%) GCP
System Software
1 9 (8.11%) Apache Flume
2 2 (1.80%) Apache ZooKeeper
2 2 (1.80%) Docker
2 2 (1.80%) HDFS
2 2 (1.80%) MapR-FS
Systems Management
1 6 (5.41%) Oozie
2 2 (1.80%) Ambari
2 2 (1.80%) Control-M
2 2 (1.80%) Docker Swarm
2 2 (1.80%) Hadoop YARN
2 2 (1.80%) Kubernetes
2 2 (1.80%) yum
Vendors
1 44 (39.64%) Tableau
2 32 (28.83%) Talend
3 30 (27.03%) Informatica
4 22 (19.82%) Cognos
5 20 (18.02%) Cloudera
5 20 (18.02%) Oracle
6 16 (14.41%) Hortonworks
6 16 (14.41%) MapR
6 16 (14.41%) MicroStrategy
7 14 (12.61%) SAP
8 11 (9.91%) Microsoft
9 10 (9.01%) Ab Initio
10 9 (8.11%) TIBCO
11 7 (6.31%) Birst
11 7 (6.31%) MuleSoft
12 6 (5.41%) IBM
13 4 (3.60%) Hyperion
14 3 (2.70%) Alteryx
15 2 (1.80%) Datameer
15 2 (1.80%) EXASOL