Period
to 16 January 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Pentaho
UK > England
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 1066 940 1048
Rank change year-on-year -126 +108 +129
Permanent jobs citing Pentaho 78 212 199
As % of all permanent IT jobs advertised in England 0.048% 0.13% 0.10%
As % of the Database & Business Intelligence category 0.16% 0.43% 0.32%
Number of salaries quoted 70 192 150
England median annual salary £58,750 £57,500 £50,000
Median salary % change year-on-year +2.17% +15.00% -4.76%
10th Percentile £36,125 £32,500 £32,500
90th Percentile £105,250 £82,500 £85,000
UK median annual salary £62,500 £55,000 £50,000
% change year-on-year +13.64% +10.00% -4.76%

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 49,595 49,619 61,714
As % of all permanent IT jobs advertised in England 30.54% 29.78% 31.70%
Number of salaries quoted 41,482 42,791 52,632
England median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £30,500 £29,750 £28,750
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £48,000 £47,500 £45,000
% change year-on-year +1.05% +5.56% +1.12%

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 16 January 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 16 January 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 -92 48 £95,000 +55.74% 11
South East -1 15 £50,000 - 4
North of England +10 7 £50,000 +66.67% 5
North West -2 6 £50,000 +66.67% 2
South West +17 4 £37,500 -6.25% 1
Midlands +9 4 £85,000 +100.00%
East Midlands - 3 £105,000 -
Yorkshire +31 1 £50,000 +42.86% 3
West Midlands -7 1 £60,000 +41.18%
Pentaho
UK

For the 6 months to 16 January 2018, 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 65 (83.33%) ETL
2 43 (55.13%) Python
3 42 (53.85%) Data Warehouse
4 37 (47.44%) Analytics
5 34 (43.59%) Hadoop
6 31 (39.74%) Tableau
7 29 (37.18%) Amazon AWS
7 29 (37.18%) Business Intelligence
7 29 (37.18%) Informatica
7 29 (37.18%) Data Structures
8 27 (34.62%) Big Data
9 26 (33.33%) SQL
10 25 (32.05%) Linux
10 25 (32.05%) Data Modelling
11 22 (28.21%) Talend
12 21 (26.92%) MySQL
13 20 (25.64%) Web Services
14 18 (23.08%) Java
14 18 (23.08%) Data Mining
14 18 (23.08%) Data Architecture
15 17 (21.79%) Data Integration
15 17 (21.79%) Amazon Redshift
15 17 (21.79%) Agile Software Development
16 16 (20.51%) Data Analysis
16 16 (20.51%) Software Engineering
16 16 (20.51%) Visualisation
16 16 (20.51%) MongoDB
17 15 (19.23%) Apache Pig
17 15 (19.23%) SQL Server Integration Services
18 14 (17.95%) Web Analytics

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 15 (19.23%) Apache Pig
2 12 (15.38%) Apache Spark
3 11 (14.10%) SAS
4 3 (3.85%) Elasticsearch
5 1 (1.28%) Apache
5 1 (1.28%) Apache Airflow
5 1 (1.28%) Apache Solr
5 1 (1.28%) JBoss
Applications
1 8 (10.26%) Microsoft Excel
2 7 (8.97%) Microsoft Office
2 7 (8.97%) Microsoft PowerPoint
2 7 (8.97%) MS Visio
3 4 (5.13%) SPSS
Business Applications
1 1 (1.28%) Markit EDM
1 1 (1.28%) Oracle BPM
1 1 (1.28%) Salesforce.com CRM
Cloud Services
1 29 (37.18%) Amazon AWS
2 8 (10.26%) Microsoft Azure
3 7 (8.97%) Google Cloud Platform
4 2 (2.56%) Amazon EMR
5 1 (1.28%) Amazon EC2
5 1 (1.28%) Amazon S3
5 1 (1.28%) Bluemix
5 1 (1.28%) Cloud Computing
5 1 (1.28%) IBM Cloud
Communications & Networking
1 2 (2.56%) Kerberos
1 2 (2.56%) LDAP
Database & Business Intelligence
1 42 (53.85%) Data Warehouse
2 34 (43.59%) Hadoop
3 27 (34.62%) Big Data
4 21 (26.92%) MySQL
5 18 (23.08%) Data Mining
6 17 (21.79%) Amazon Redshift
7 16 (20.51%) MongoDB
8 15 (19.23%) SQL Server Integration Services
9 13 (16.67%) SQL Server
10 12 (15.38%) HBase
10 12 (15.38%) PostgreSQL
11 11 (14.10%) Apache Cassandra
11 11 (14.10%) Neo4j
11 11 (14.10%) QlikView
12 10 (12.82%) Apache Hive
12 10 (12.82%) NoSQL
12 10 (12.82%) SAP Data Services
13 9 (11.54%) Relational Database
14 8 (10.26%) Power BI
14 8 (10.26%) RDBMS
Development Applications
1 4 (5.13%) Rational Rhapsody
2 1 (1.28%) ERwin
2 1 (1.28%) Oracle Forms
General
1 11 (14.10%) Finance
2 4 (5.13%) Pharmaceutical
3 3 (3.85%) Marketing
4 2 (2.56%) Aerospace
4 2 (2.56%) Banking
5 1 (1.28%) General Ledger
5 1 (1.28%) Manufacturing
5 1 (1.28%) Retail
5 1 (1.28%) Retail Banking
Job Titles
1 23 (29.49%) Developer
2 22 (28.21%) Data Engineer
3 14 (17.95%) AWS Engineer
3 14 (17.95%) Senior Data Engineer
4 8 (10.26%) Analyst
4 8 (10.26%) Big Data Developer
4 8 (10.26%) Business Intelligence Developer
5 7 (8.97%) Data Analyst
6 6 (7.69%) Architect
6 6 (7.69%) Data Architect
7 5 (6.41%) Big Data Architect
7 5 (6.41%) Open Source Developer
8 4 (5.13%) Data Manager
8 4 (5.13%) SQL Developer
9 3 (3.85%) Analytics Manager
9 3 (3.85%) Data Analytics Manager
9 3 (3.85%) Data Warehouse Developer
9 3 (3.85%) Database Developer
9 3 (3.85%) Integration Engineer
9 3 (3.85%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 20 (25.64%) Web Services
2 12 (15.38%) JSON
3 6 (7.69%) ActiveMQ
3 6 (7.69%) AngularJS
3 6 (7.69%) Apache Camel
3 6 (7.69%) Apache CXF
3 6 (7.69%) D3.js
3 6 (7.69%) Drools
3 6 (7.69%) Elastic Stack
3 6 (7.69%) jBPM
3 6 (7.69%) Kafka
3 6 (7.69%) Node.js
4 5 (6.41%) XML
5 4 (5.13%) .NET
6 3 (3.85%) HTML
6 3 (3.85%) HTML5
7 2 (2.56%) Apache Tez
7 2 (2.56%) Spark Streaming
8 1 (1.28%) EDI
8 1 (1.28%) Spring
Miscellaneous
1 29 (37.18%) Data Structures
2 10 (12.82%) Analytical Skills
3 7 (8.97%) Mainframe
4 6 (7.69%) Greenfield Project
5 4 (5.13%) Algorithms
6 3 (3.85%) Life Science
6 3 (3.85%) Management Information System
7 1 (1.28%) AS400
7 1 (1.28%) Fintech
7 1 (1.28%) iSeries
7 1 (1.28%) Reference Data
7 1 (1.28%) Social Network
7 1 (1.28%) User Experience
7 1 (1.28%) Virtual Team
Operating Systems
1 25 (32.05%) Linux
2 7 (8.97%) CentOS
3 6 (7.69%) Ubuntu
4 4 (5.13%) Windows
5 3 (3.85%) Unix
6 2 (2.56%) Mesosphere
7 1 (1.28%) Windows Server
Processes & Methodologies
1 65 (83.33%) ETL
2 37 (47.44%) Analytics
3 29 (37.18%) Business Intelligence
4 25 (32.05%) Data Modelling
5 18 (23.08%) Data Architecture
6 17 (21.79%) Agile Software Development
6 17 (21.79%) Data Integration
7 16 (20.51%) Data Analysis
7 16 (20.51%) Software Engineering
7 16 (20.51%) Visualisation
8 14 (17.95%) A/B Testing
8 14 (17.95%) Web Analytics
9 13 (16.67%) Open Source
10 12 (15.38%) Data Analytics
11 11 (14.10%) ETL Development
12 10 (12.82%) Scrum
12 10 (12.82%) Use Case
13 9 (11.54%) Data Management
13 9 (11.54%) MapReduce
13 9 (11.54%) Prototyping
Programming Languages
1 43 (55.13%) Python
2 26 (33.33%) SQL
3 18 (23.08%) Java
4 12 (15.38%) Shell Script
5 10 (12.82%) R
6 7 (8.97%) T-SQL
7 6 (7.69%) Jython
8 4 (5.13%) C#
8 4 (5.13%) Perl
8 4 (5.13%) PL/SQL
9 3 (3.85%) JavaScript
9 3 (3.85%) Scala
10 2 (2.56%) CQL
10 2 (2.56%) PHP
11 1 (1.28%) ActionScript
11 1 (1.28%) ActionScript 2.0
11 1 (1.28%) Apex Code
11 1 (1.28%) C
11 1 (1.28%) RPG
11 1 (1.28%) RPG IV
Qualifications
1 4 (5.13%) SC Cleared
1 4 (5.13%) Security Cleared
Quality Assurance & Compliance
1 11 (14.10%) Data Quality
2 9 (11.54%) QA
3 1 (1.28%) GCP
System Software
1 8 (10.26%) Apache Flume
2 3 (3.85%) HDFS
3 2 (2.56%) Apache ZooKeeper
3 2 (2.56%) Docker
3 2 (2.56%) MapR-FS
Systems Management
1 3 (3.85%) Hadoop YARN
2 2 (2.56%) Ambari
2 2 (2.56%) Control-M
2 2 (2.56%) Docker Swarm
2 2 (2.56%) Kubernetes
2 2 (2.56%) yum
3 1 (1.28%) Opscode Chef
Vendors
1 31 (39.74%) Tableau
2 29 (37.18%) Informatica
3 22 (28.21%) Talend
4 14 (17.95%) Oracle
4 14 (17.95%) SAP
5 13 (16.67%) Cloudera
6 12 (15.38%) Cognos
6 12 (15.38%) Microsoft
7 11 (14.10%) MicroStrategy
8 8 (10.26%) Birst
8 8 (10.26%) Hortonworks
8 8 (10.26%) MapR
9 6 (7.69%) Google
10 5 (6.41%) Ab Initio
10 5 (6.41%) TIBCO
11 4 (5.13%) MuleSoft
11 4 (5.13%) Teradata
11 4 (5.13%) Vertica
12 3 (3.85%) Alteryx
12 3 (3.85%) Datameer