Period
to 17 January 2018

The following table provides summary statistics for permanent job vacancies advertised in London 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 17 January 2018 with a comparison to the same period in the previous 2 years.

Pentaho
England > London
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 752 668 806
Rank change year-on-year -84 +138 +35
Permanent jobs citing Pentaho 48 153 91
As % of all permanent IT jobs advertised in London 0.068% 0.22% 0.11%
As % of the Database & Business Intelligence category 0.23% 0.72% 0.35%
Number of salaries quoted 40 143 69
London median annual salary £95,000 £60,000 £52,500
Median salary % change year-on-year +58.33% +14.29% -4.55%
10th Percentile £42,500 £31,250 £43,500
90th Percentile £110,500 £89,750 £103,000
England median annual salary £60,000 £57,500 £50,000
% change year-on-year +4.35% +15.00% -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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 21,098 21,147 25,839
As % of all permanent IT jobs advertised in London 30.06% 29.74% 30.81%
Number of salaries quoted 17,180 18,480 22,044
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £88,750 £87,500 £85,000
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

Pentaho
Job Vacancy Trend in London

Job postings citing Pentaho as a percentage of all IT jobs advertised in London.

Job vacancy trend for Pentaho in London

Pentaho
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Pentaho in London.

Salary trend for Pentaho in London

Pentaho
Salary Histogram in London

The salary distribution of IT jobs citing Pentaho in London over the 6 months to 17 January 2018.

Salary histogram for Pentaho in London

Pentaho
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pentaho within the London region over the 6 months to 17 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
Central London -37 14 £95,000 +192.31% 5
West London +20 4 £52,500 +23.53% 1
Pentaho
England

For the 6 months to 17 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 London region with a requirement for Pentaho.

1 42 (87.50%) ETL
2 27 (56.25%) Python
3 25 (52.08%) Amazon AWS
4 24 (50.00%) Analytics
5 23 (47.92%) Data Structures
6 21 (43.75%) Data Warehouse
7 20 (41.67%) Web Services
8 19 (39.58%) Informatica
8 19 (39.58%) Big Data
9 18 (37.50%) Data Mining
9 18 (37.50%) Hadoop
10 17 (35.42%) SQL
11 16 (33.33%) MySQL
11 16 (33.33%) Amazon Redshift
12 15 (31.25%) Linux
12 15 (31.25%) Software Engineering
13 14 (29.17%) Web Analytics
13 14 (29.17%) Data Architecture
13 14 (29.17%) Talend
13 14 (29.17%) A/B Testing
14 13 (27.08%) Tableau
14 13 (27.08%) Oracle
15 12 (25.00%) HBase
16 11 (22.92%) MongoDB
16 11 (22.92%) Apache Cassandra
16 11 (22.92%) Cloudera
16 11 (22.92%) Apache Spark
16 11 (22.92%) Java
16 11 (22.92%) Data Modelling
16 11 (22.92%) Data Integration

Pentaho
Co-occurring IT Skills in London 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 11 (22.92%) Apache Spark
2 8 (16.67%) Apache Pig
3 7 (14.58%) SAS
4 4 (8.33%) Elasticsearch
5 2 (4.17%) Apache Solr
6 1 (2.08%) Apache
6 1 (2.08%) Apache Airflow
Applications
1 3 (6.25%) SPSS
Business Applications
1 1 (2.08%) Markit EDM
1 1 (2.08%) Oracle BPM
1 1 (2.08%) Salesforce.com CRM
Cloud Services
1 25 (52.08%) Amazon AWS
2 4 (8.33%) Google Cloud Platform
2 4 (8.33%) Microsoft Azure
3 2 (4.17%) Amazon EMR
4 1 (2.08%) Amazon EC2
4 1 (2.08%) Amazon S3
4 1 (2.08%) Cloud Computing
Communications & Networking
1 2 (4.17%) Kerberos
1 2 (4.17%) LDAP
Database & Business Intelligence
1 21 (43.75%) Data Warehouse
2 19 (39.58%) Big Data
3 18 (37.50%) Data Mining
3 18 (37.50%) Hadoop
4 16 (33.33%) Amazon Redshift
4 16 (33.33%) MySQL
5 12 (25.00%) HBase
6 11 (22.92%) Apache Cassandra
6 11 (22.92%) MongoDB
7 10 (20.83%) SQL Server Integration Services
8 9 (18.75%) Apache Hive
8 9 (18.75%) NoSQL
9 7 (14.58%) Impala
9 7 (14.58%) RDBMS
9 7 (14.58%) Relational Database
10 6 (12.50%) BusinessObjects
10 6 (12.50%) SQL Server
11 5 (10.42%) Neo4j
11 5 (10.42%) SAP Data Services
11 5 (10.42%) Sqoop
Development Applications
1 4 (8.33%) Rational Rhapsody
2 1 (2.08%) Oracle Forms
General
1 9 (18.75%) Finance
2 4 (8.33%) Pharmaceutical
3 3 (6.25%) Marketing
4 2 (4.17%) Banking
5 1 (2.08%) Aerospace
5 1 (2.08%) General Ledger
5 1 (2.08%) Manufacturing
5 1 (2.08%) Retail
5 1 (2.08%) Retail Banking
Job Titles
1 21 (43.75%) Data Engineer
2 14 (29.17%) AWS Engineer
2 14 (29.17%) Senior Data Engineer
3 10 (20.83%) Developer
4 6 (12.50%) Architect
4 6 (12.50%) Data Architect
5 5 (10.42%) Big Data Architect
6 4 (8.33%) Analyst
6 4 (8.33%) Big Data Developer
7 3 (6.25%) Data Analyst
7 3 (6.25%) Database Developer
7 3 (6.25%) Integration Engineer
7 3 (6.25%) SQL Database Developer
7 3 (6.25%) SQL Developer
8 2 (4.17%) Analytics Manager
8 2 (4.17%) Business Intelligence Developer
8 2 (4.17%) Consultant
8 2 (4.17%) Data Analytics Manager
8 2 (4.17%) Data Manager
8 2 (4.17%) Solutions Architect
Libraries, Frameworks & Software Standards
1 20 (41.67%) Web Services
2 7 (14.58%) Kafka
3 4 (8.33%) .NET
4 3 (6.25%) HTML
4 3 (6.25%) HTML5
5 2 (4.17%) Apache Tez
5 2 (4.17%) JSON
5 2 (4.17%) Spark Streaming
5 2 (4.17%) XML
6 1 (2.08%) Middleware
6 1 (2.08%) MLlib
6 1 (2.08%) Visualforce
Miscellaneous
1 23 (47.92%) Data Structures
2 8 (16.67%) Analytical Skills
3 4 (8.33%) Algorithms
4 3 (6.25%) Life Science
5 1 (2.08%) Fintech
5 1 (2.08%) Reference Data
5 1 (2.08%) Social Network
5 1 (2.08%) User Experience
5 1 (2.08%) Virtual Team
Operating Systems
1 15 (31.25%) Linux
2 3 (6.25%) Unix
2 3 (6.25%) Windows
3 2 (4.17%) Mesosphere
4 1 (2.08%) CentOS
Processes & Methodologies
1 42 (87.50%) ETL
2 24 (50.00%) Analytics
3 15 (31.25%) Software Engineering
4 14 (29.17%) A/B Testing
4 14 (29.17%) Data Architecture
4 14 (29.17%) Web Analytics
5 11 (22.92%) Data Integration
5 11 (22.92%) Data Modelling
6 10 (20.83%) Business Intelligence
7 9 (18.75%) Agile Software Development
7 9 (18.75%) MapReduce
8 8 (16.67%) Data Analysis
8 8 (16.67%) Data Analytics
9 6 (12.50%) Visualisation
10 5 (10.42%) Data Extraction
10 5 (10.42%) Data Management
10 5 (10.42%) Open Source
10 5 (10.42%) Use Case
11 4 (8.33%) ETL Development
11 4 (8.33%) Prototyping
Programming Languages
1 27 (56.25%) Python
2 17 (35.42%) SQL
3 11 (22.92%) Java
4 7 (14.58%) R
5 5 (10.42%) C#
5 5 (10.42%) Shell Script
6 4 (8.33%) Perl
6 4 (8.33%) PL/SQL
7 3 (6.25%) JavaScript
7 3 (6.25%) Scala
7 3 (6.25%) T-SQL
8 2 (4.17%) CQL
9 1 (2.08%) Apex Code
9 1 (2.08%) C
9 1 (2.08%) PHP
Qualifications
1 2 (4.17%) Security Cleared
2 1 (2.08%) SC Cleared
Quality Assurance & Compliance
1 7 (14.58%) Data Quality
2 4 (8.33%) QA
3 1 (2.08%) GCP
System Software
1 9 (18.75%) Apache Flume
2 3 (6.25%) HDFS
3 2 (4.17%) Apache ZooKeeper
3 2 (4.17%) Docker
3 2 (4.17%) MapR-FS
Systems Management
1 3 (6.25%) Hadoop YARN
2 2 (4.17%) Ambari
2 2 (4.17%) Control-M
2 2 (4.17%) Docker Swarm
2 2 (4.17%) Kubernetes
2 2 (4.17%) yum
3 1 (2.08%) Opscode Chef
Vendors
1 19 (39.58%) Informatica
2 14 (29.17%) Talend
3 13 (27.08%) Oracle
3 13 (27.08%) Tableau
4 11 (22.92%) Cloudera
5 9 (18.75%) SAP
6 7 (14.58%) Hortonworks
7 5 (10.42%) Ab Initio
7 5 (10.42%) MapR
7 5 (10.42%) TIBCO
8 4 (8.33%) MuleSoft
8 4 (8.33%) Teradata
8 4 (8.33%) Vertica
9 3 (6.25%) Datameer
9 3 (6.25%) Google
9 3 (6.25%) Greenplum
9 3 (6.25%) HP
9 3 (6.25%) Hyperion
9 3 (6.25%) MicroStrategy
9 3 (6.25%) Netezza