Period
to 23 January 2018

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

Pentaho
UK
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 1090 953 1053
Rank change year-on-year -137 +100 +134
Permanent jobs citing Pentaho 86 241 206
As % of all permanent IT jobs advertised in the UK 0.049% 0.14% 0.099%
As % of the Database & Business Intelligence category 0.16% 0.46% 0.31%
Number of salaries quoted 75 219 155
UK median annual salary £65,000 £55,000 £50,000
Median salary % change year-on-year +18.18% +10.00% -
10th Percentile £36,250 £32,500 £32,500
90th Percentile £106,500 £82,500 £79,650
UK excluding London median annual salary £50,000 £44,500 £50,000
% change year-on-year +12.36% -11.00% +17.65%

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 53,380 52,604 65,598
As % of all permanent IT jobs advertised in the UK 30.58% 29.91% 31.66%
Number of salaries quoted 44,325 45,063 55,409
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% +1.12%
10th Percentile £30,000 £29,375 £28,750
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,500
% change year-on-year - +4.94% +1.25%

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 23 January 2018.

Salary histogram for Pentaho in the UK

Pentaho
Top 12 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 23 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
England -135 82 £62,500 +8.70% 21
London -121 52 £85,000 +39.34% 12
UK excluding London -44 31 £50,000 +12.36% 9
South East -2 15 £50,000 - 2
North of England +3 7 £50,000 +66.67% 5
North West -1 6 £50,000 +66.67% 3
Midlands +8 4 £85,000 +100.00%
South West +3 4 £37,500 -6.25% 2
East Midlands - 3 £105,000 -
Yorkshire +10 1 £50,000 +42.86% 1
West Midlands -19 1 £60,000 +41.18%
Scotland -61 1 - -

For the 6 months to 23 January 2018, IT jobs citing Pentaho also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Pentaho.

1 72 (83.72%) ETL
2 45 (52.33%) Data Warehouse
3 43 (50.00%) Python
4 39 (45.35%) Hadoop
4 39 (45.35%) Analytics
5 35 (40.70%) Informatica
6 34 (39.53%) Business Intelligence
7 33 (38.37%) Amazon AWS
8 31 (36.05%) Tableau
8 31 (36.05%) Big Data
9 30 (34.88%) Talend
9 30 (34.88%) Data Structures
9 30 (34.88%) SQL
10 28 (32.56%) Data Modelling
11 27 (31.40%) Linux
12 24 (27.91%) Java
12 24 (27.91%) Agile Software Development
13 22 (25.58%) Software Engineering
13 22 (25.58%) MySQL
13 22 (25.58%) Web Services
14 20 (23.26%) Amazon Redshift
14 20 (23.26%) MongoDB
15 19 (22.09%) Apache Spark
16 18 (20.93%) Data Architecture
16 18 (20.93%) SAP
16 18 (20.93%) Data Mining
16 18 (20.93%) Microsoft
17 17 (19.77%) Apache Cassandra
17 17 (19.77%) Cloudera
18 16 (18.60%) Data Integration

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 19 (22.09%) Apache Spark
2 15 (17.44%) Apache Pig
3 8 (9.30%) Elasticsearch
3 8 (9.30%) SAS
4 6 (6.98%) Apache Solr
5 1 (1.16%) Apache
5 1 (1.16%) Apache Airflow
Applications
1 7 (8.14%) Microsoft Excel
1 7 (8.14%) Microsoft Office
1 7 (8.14%) Microsoft PowerPoint
1 7 (8.14%) MS Visio
2 1 (1.16%) SPSS
Business Applications
1 2 (2.33%) Maximo
2 1 (1.16%) Markit EDM
2 1 (1.16%) Oracle BPM
2 1 (1.16%) Salesforce.com CRM
Cloud Services
1 33 (38.37%) Amazon AWS
2 10 (11.63%) Microsoft Azure
3 9 (10.47%) Google Cloud Platform
4 4 (4.65%) GitHub
5 2 (2.33%) Amazon EMR
6 1 (1.16%) Amazon EC2
6 1 (1.16%) Amazon S3
6 1 (1.16%) Bluemix
6 1 (1.16%) Cloud Computing
6 1 (1.16%) IBM Cloud
Communications & Networking
1 2 (2.33%) Kerberos
2 1 (1.16%) Network Security
Database & Business Intelligence
1 45 (52.33%) Data Warehouse
2 39 (45.35%) Hadoop
3 31 (36.05%) Big Data
4 22 (25.58%) MySQL
5 20 (23.26%) Amazon Redshift
5 20 (23.26%) MongoDB
6 18 (20.93%) Data Mining
7 17 (19.77%) Apache Cassandra
8 16 (18.60%) SQL Server Integration Services
9 15 (17.44%) Neo4j
10 14 (16.28%) HBase
10 14 (16.28%) NoSQL
11 12 (13.95%) Apache Hive
11 12 (13.95%) SQL Server
12 11 (12.79%) PostgreSQL
12 11 (12.79%) QlikView
13 10 (11.63%) Relational Database
13 10 (11.63%) SAP Data Services
14 9 (10.47%) Impala
14 9 (10.47%) Star Schema
Development Applications
1 4 (4.65%) Cucumber
1 4 (4.65%) Jenkins
2 3 (3.49%) Rational Rhapsody
3 1 (1.16%) ERwin
3 1 (1.16%) Oracle Forms
3 1 (1.16%) RStudio
General
1 12 (13.95%) Finance
2 3 (3.49%) Marketing
2 3 (3.49%) Pharmaceutical
3 2 (2.33%) Banking
4 1 (1.16%) Games
4 1 (1.16%) General Ledger
4 1 (1.16%) Manufacturing
4 1 (1.16%) Retail
4 1 (1.16%) Retail Banking
Job Titles
1 26 (30.23%) Data Engineer
2 25 (29.07%) Developer
3 16 (18.60%) AWS Engineer
4 14 (16.28%) Senior Data Engineer
5 11 (12.79%) Architect
6 10 (11.63%) Business Intelligence Developer
7 9 (10.47%) Data Architect
8 8 (9.30%) Analyst
8 8 (9.30%) Big Data Architect
8 8 (9.30%) Big Data Developer
9 7 (8.14%) Data Analyst
10 6 (6.98%) Big Data Engineer
11 4 (4.65%) Open Source Developer
11 4 (4.65%) SQL Developer
12 3 (3.49%) Consultant
12 3 (3.49%) Data Warehouse Developer
12 3 (3.49%) Database Developer
12 3 (3.49%) ETL Architect
12 3 (3.49%) SQL Database Developer
13 2 (2.33%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 22 (25.58%) Web Services
2 14 (16.28%) Kafka
3 12 (13.95%) JSON
4 10 (11.63%) XML
5 6 (6.98%) ActiveMQ
5 6 (6.98%) AngularJS
5 6 (6.98%) Apache Camel
5 6 (6.98%) Apache CXF
5 6 (6.98%) D3.js
5 6 (6.98%) Drools
5 6 (6.98%) jBPM
5 6 (6.98%) Node.js
6 5 (5.81%) Elastic Stack
6 5 (5.81%) HTML
6 5 (5.81%) HTML5
7 4 (4.65%) .NET
7 4 (4.65%) Middleware
7 4 (4.65%) Spark Streaming
8 2 (2.33%) LDAP
8 2 (2.33%) XForms
Miscellaneous
1 30 (34.88%) Data Structures
2 8 (9.30%) Analytical Skills
3 7 (8.14%) Mainframe
4 6 (6.98%) Greenfield Project
5 5 (5.81%) Management Information System
6 4 (4.65%) Algorithms
7 2 (2.33%) Life Science
8 1 (1.16%) Fintech
8 1 (1.16%) Reference Data
8 1 (1.16%) User Experience
8 1 (1.16%) Virtual Team
Operating Systems
1 27 (31.40%) Linux
2 8 (9.30%) CentOS
3 6 (6.98%) Ubuntu
4 3 (3.49%) Unix
4 3 (3.49%) Windows
5 2 (2.33%) Mesosphere
Processes & Methodologies
1 72 (83.72%) ETL
2 39 (45.35%) Analytics
3 34 (39.53%) Business Intelligence
4 28 (32.56%) Data Modelling
5 24 (27.91%) Agile Software Development
6 22 (25.58%) Software Engineering
7 18 (20.93%) Data Architecture
8 16 (18.60%) Data Integration
9 15 (17.44%) Open Source
10 14 (16.28%) A/B Testing
10 14 (16.28%) Data Analysis
10 14 (16.28%) Visualisation
10 14 (16.28%) Web Analytics
11 13 (15.12%) Data Transformation
11 13 (15.12%) Scrum
12 12 (13.95%) TDD
13 11 (12.79%) Data Analytics
13 11 (12.79%) ETL Development
13 11 (12.79%) MapReduce
14 10 (11.63%) Use Case
Programming Languages
1 43 (50.00%) Python
2 30 (34.88%) SQL
3 24 (27.91%) Java
4 12 (13.95%) Shell Script
5 8 (9.30%) C#
5 8 (9.30%) R
6 6 (6.98%) Jython
6 6 (6.98%) T-SQL
7 4 (4.65%) Perl
8 3 (3.49%) JavaScript
8 3 (3.49%) PL/SQL
8 3 (3.49%) Scala
9 2 (2.33%) CQL
9 2 (2.33%) XQuery
10 1 (1.16%) Apex Code
10 1 (1.16%) C
10 1 (1.16%) PHP
Qualifications
1 3 (3.49%) Security Cleared
2 2 (2.33%) SC Cleared
Quality Assurance & Compliance
1 9 (10.47%) QA
2 8 (9.30%) Data Quality
3 2 (2.33%) GDPR
4 1 (1.16%) GCP
System Software
1 13 (15.12%) Apache Flume
2 3 (3.49%) HDFS
3 2 (2.33%) Apache ZooKeeper
3 2 (2.33%) Docker
3 2 (2.33%) MapR-FS
Systems Management
1 4 (4.65%) Puppet
2 3 (3.49%) Hadoop YARN
3 2 (2.33%) Ambari
3 2 (2.33%) Control-M
3 2 (2.33%) Docker Swarm
3 2 (2.33%) Kubernetes
3 2 (2.33%) yum
4 1 (1.16%) Opscode Chef
Vendors
1 35 (40.70%) Informatica
2 31 (36.05%) Tableau
3 30 (34.88%) Talend
4 18 (20.93%) Microsoft
4 18 (20.93%) SAP
5 17 (19.77%) Cloudera
6 13 (15.12%) Oracle
7 12 (13.95%) Google
8 11 (12.79%) Cognos
8 11 (12.79%) MicroStrategy
9 9 (10.47%) Greenplum
9 9 (10.47%) Hortonworks
10 8 (9.30%) Birst
11 7 (8.14%) IBM
11 7 (8.14%) TIBCO
12 6 (6.98%) MuleSoft
12 6 (6.98%) Vertica
13 5 (5.81%) Ab Initio
13 5 (5.81%) HP
13 5 (5.81%) MapR