Period
to 18 September 2019

The table below provides summary statistics for contract job vacancies advertised in England with a requirement for knowledge and experience of Cloudera products and/or services. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Cloudera over the 6 months to 18 September 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

The figures below represent the IT contractor job market in general and are not representative of contractor rates within Cloudera, Inc.

Cloudera
UK > England
6 months to
18 Sep 2019
Same period 2018 Same period 2017
Rank 488 551 492
Rank change year-on-year +63 -59 +198
Contract jobs citing Cloudera 335 334 383
As % of all contract IT jobs advertised in England 0.41% 0.35% 0.43%
As % of the Vendors category 0.96% 0.85% 0.98%
Number of daily rates quoted 260 244 218
England median daily rate £539 £550 £523
Median daily rate % change year-on-year -2.05% +5.26% -0.48%
10th Percentile £425 £430 £350
90th Percentile £725 £710 £679
UK median daily rate £538 £550 £511
% change year-on-year -2.27% +7.58% -2.62%
Number of hourly rates quoted 2 2 0
England median hourly rate £23.33 £59.75 -
Median hourly rate % change year-on-year -60.96% - -
UK median hourly rate £22.00 £44.50 -
% change year-on-year -50.56% - -

Cloudera is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for knowledge or experience of vendor products and services advertised in England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 35,010 39,449 39,195
As % of all contract IT jobs advertised in England 42.86% 41.93% 43.51%
Number of daily rates quoted 22,172 24,654 24,323
England median daily rate £450 £450 £440
Median daily rate % change year-on-year - +2.27% +4.14%
10th Percentile £250 £250 £255
90th Percentile £638 £625 £619
UK median daily rate £450 £450 £430
% change year-on-year - +4.65% +4.24%
Number of hourly rates quoted 1,242 1,494 1,279
England median hourly rate £20.00 £17.50 £17.50
Median hourly rate % change year-on-year +14.29% - -
10th Percentile £11.17 £11.00 £10.40
90th Percentile £53.68 £47.00 £47.50
UK median hourly rate £20.00 £17.50 £17.50
% change year-on-year +14.29% - -

Cloudera
Job Vacancy Trend in England

Job postings citing Cloudera as a percentage of all IT jobs advertised in England.

Job vacancy trend for Cloudera in England

Cloudera
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Cloudera in England.

Contractor daily rate trend for Cloudera in England

Cloudera
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Cloudera in England over the 6 months to 18 September 2019.

Contractor daily rate histogram for Cloudera in England

Cloudera
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Cloudera in England.

Contractor hourly rate trend for Cloudera in England

Cloudera
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Cloudera within the England region over the 6 months to 18 September 2019. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +22 155 £575 - 29
North of England +64 82 £509 -17.98% 9
North West +57 66 £500 -20.00% 8
Midlands +71 42 £440 +10.00% 4
West Midlands +68 40 £438 - 4
South East -6 39 £450 -11.11% 1
Yorkshire +36 10 £550 +10.00%
East of England +23 8 £513 +24.24% 1
North East +23 6 £475 -24.00% 1
South West -10 5 £560 +1.82% 4
East Midlands +27 2 £458 +14.38%
Cloudera
UK

For the 6 months to 18 September 2019, IT contractor jobs citing Cloudera also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for Cloudera.

1 217 (64.78%) Big Data
2 204 (60.90%) Hadoop
3 174 (51.94%) Apache Spark
4 135 (40.30%) AWS
5 125 (37.31%) Python
6 108 (32.24%) Apache Hive
7 107 (31.94%) Linux
8 99 (29.55%) SQL
9 88 (26.27%) Impala
10 82 (24.48%) Azure
11 80 (23.88%) Hortonworks
11 80 (23.88%) DevOps
12 79 (23.58%) Java
13 77 (22.99%) Jenkins
14 74 (22.09%) Agile Software Development
15 72 (21.49%) Kafka
15 72 (21.49%) Terraform
16 67 (20.00%) Docker
16 67 (20.00%) Migration
17 63 (18.81%) Ansible
18 55 (16.42%) Oracle
19 52 (15.52%) Security Cleared
19 52 (15.52%) Analytics
20 48 (14.33%) Pentaho
21 45 (13.43%) SC Cleared
22 44 (13.13%) ETL
22 44 (13.13%) Git (software)
22 44 (13.13%) Data Lake
22 44 (13.13%) Problem-Solving
23 42 (12.54%) Data Science

Cloudera
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
1 174 (51.94%) Apache Spark
2 41 (12.24%) SAS
3 24 (7.16%) Confluence
4 18 (5.37%) Elasticsearch
5 11 (3.28%) Tomcat
6 9 (2.69%) Apache Solr
7 8 (2.39%) Apache
7 8 (2.39%) Jupyter
8 6 (1.79%) WebLogic
9 5 (1.49%) JBoss
9 5 (1.49%) Jetty
9 5 (1.49%) Oracle Self-Service HR
10 1 (0.30%) Apache Pig
10 1 (0.30%) nginx
10 1 (0.30%) Oracle SOA Suite
Applications
1 28 (8.36%) Microsoft Excel
2 6 (1.79%) Spreadsheet
3 3 (0.90%) SPSS
4 2 (0.60%) MS Visio
4 2 (0.60%) Stata
Business Applications
1 15 (4.48%) assyst
2 2 (0.60%) Aligne
2 2 (0.60%) SAP HR
3 1 (0.30%) SAP Oil and Gas
3 1 (0.30%) Sparx Enterprise Architect
Cloud Services
1 135 (40.30%) AWS
2 82 (24.48%) Azure
3 20 (5.97%) Amazon EMR
4 17 (5.07%) GCP
5 14 (4.18%) Amazon S3
5 14 (4.18%) Power Platform
6 8 (2.39%) Amazon EKS
7 6 (1.79%) Cloud Computing
8 5 (1.49%) PaaS
8 5 (1.49%) SaaS
9 4 (1.19%) Azure Machine Learning
10 3 (0.90%) Force.com
10 3 (0.90%) GitHub
11 1 (0.30%) Amazon EC2
11 1 (0.30%) Amazon ELB
11 1 (0.30%) Amazon Kinesis
11 1 (0.30%) AWS CloudFormation
11 1 (0.30%) Datadog
11 1 (0.30%) OpenShift
11 1 (0.30%) Trello
Communications & Networking
1 27 (8.06%) Kerberos
2 17 (5.07%) DNS
3 16 (4.78%) SSL
4 10 (2.99%) SAN
5 5 (1.49%) SSH
6 2 (0.60%) DHCP
6 2 (0.60%) Firewall
7 1 (0.30%) Internet
Database & Business Intelligence
1 217 (64.78%) Big Data
2 204 (60.90%) Hadoop
3 108 (32.24%) Apache Hive
4 88 (26.27%) Impala
5 48 (14.33%) Pentaho
6 44 (13.13%) Data Lake
7 38 (11.34%) SQL Server
8 37 (11.04%) Data Warehouse
9 32 (9.55%) HBase
10 20 (5.97%) Cloudera CDH
11 19 (5.67%) Relational Database
12 17 (5.07%) NoSQL
12 17 (5.07%) PostgreSQL
13 16 (4.78%) Apache Cassandra
13 16 (4.78%) Parquet
14 14 (4.18%) Power BI
14 14 (4.18%) Sqoop
15 13 (3.88%) MongoDB
16 12 (3.58%) MySQL
17 11 (3.28%) RDBMS
Development Applications
1 77 (22.99%) Jenkins
2 44 (13.13%) Git (software)
3 32 (9.55%) JIRA
4 30 (8.96%) GitLab
5 24 (7.16%) Artifactory
6 17 (5.07%) Bitbucket
7 16 (4.78%) Atlassian Bamboo
8 14 (4.18%) Maven
9 13 (3.88%) Vagrant
10 11 (3.28%) Subversion
11 10 (2.99%) Mercurial
12 7 (2.09%) RStudio
13 6 (1.79%) Eclipse
13 6 (1.79%) FindBugs
13 6 (1.79%) Hudson
13 6 (1.79%) IntelliJ
14 5 (1.49%) Ant
14 5 (1.49%) ClearCase
14 5 (1.49%) ERwin
14 5 (1.49%) Log4j
General
1 38 (11.34%) Finance
2 18 (5.37%) Public Sector
3 9 (2.69%) Retail
4 8 (2.39%) Banking
5 4 (1.19%) Legal
6 2 (0.60%) Investment Banking
6 2 (0.60%) Publishing
6 2 (0.60%) Telecoms
7 1 (0.30%) International Banking
7 1 (0.30%) Retail Banking
Job Titles
1 114 (34.03%) Data Engineer
2 88 (26.27%) Big Data Engineer
3 64 (19.10%) Architect
4 39 (11.64%) Cloud Engineer
5 36 (10.75%) Analyst
6 34 (10.15%) Business Analyst
7 32 (9.55%) Data Architect
8 30 (8.96%) Data Business Analyst
9 29 (8.66%) DevOps Engineer
10 28 (8.36%) Developer
11 21 (6.27%) Platform Engineer
12 19 (5.67%) Big Data Analyst
12 19 (5.67%) Hadoop Engineer
13 17 (5.07%) Administrator
14 16 (4.78%) Cloud Architect
15 13 (3.88%) AWS Engineer
16 12 (3.58%) Big Data Architect
16 12 (3.58%) Java Developer
16 12 (3.58%) Solutions Architect
17 10 (2.99%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 72 (21.49%) Kafka
2 22 (6.57%) Spark Streaming
3 18 (5.37%) Spring
4 15 (4.48%) RabbitMQ
5 13 (3.88%) PySpark
5 13 (3.88%) Web Services
6 9 (2.69%) Apache Avro
7 8 (2.39%) Apache NiFi
7 8 (2.39%) JSON
8 6 (1.79%) Elastic Stack
8 6 (1.79%) JMS
8 6 (1.79%) MLlib
8 6 (1.79%) Node.js
8 6 (1.79%) Spring Boot
8 6 (1.79%) TensorFlow
9 5 (1.49%) AngularJS
9 5 (1.49%) Apache Camel
9 5 (1.49%) HTML5
9 5 (1.49%) Play Framework
9 5 (1.49%) React
Miscellaneous
1 9 (2.69%) Analytical Skills
2 8 (2.39%) Algorithms
3 7 (2.09%) Greenfield Project
4 5 (1.49%) Data Structures
4 5 (1.49%) Derivative
4 5 (1.49%) User Experience
5 2 (0.60%) Cloud Native
5 2 (0.60%) Driving Licence
5 2 (0.60%) Enterprise Software
5 2 (0.60%) Management Information System
5 2 (0.60%) Replication
5 2 (0.60%) Self-Motivation
5 2 (0.60%) Taxonomies
6 1 (0.30%) Cyberthreat
6 1 (0.30%) Enterprise Cloud
6 1 (0.30%) Mainframe
6 1 (0.30%) Oracle Exalytics
Operating Systems
1 107 (31.94%) Linux
2 40 (11.94%) Unix
3 28 (8.36%) CentOS
4 25 (7.46%) Red Hat Enterprise Linux
5 17 (5.07%) Solaris
6 15 (4.48%) Windows
7 11 (3.28%) Ubuntu
8 10 (2.99%) Debian
9 8 (2.39%) Windows Server
10 6 (1.79%) Android
10 6 (1.79%) Apple iOS
11 5 (1.49%) Mac OS X
12 2 (0.60%) SUSE Linux Enterprise Server
13 1 (0.30%) Fedora
13 1 (0.30%) Oracle Linux
13 1 (0.30%) Windows Server 2012
Processes & Methodologies
1 80 (23.88%) DevOps
2 74 (22.09%) Agile Software Development
3 67 (20.00%) Migration
4 52 (15.52%) Analytics
5 44 (13.13%) ETL
5 44 (13.13%) Problem-Solving
6 42 (12.54%) Data Modelling
6 42 (12.54%) Data Science
7 40 (11.94%) Data Engineering
8 39 (11.64%) Scrum
9 33 (9.85%) SDLC
10 32 (9.55%) Stakeholder Management
11 30 (8.96%) Business Intelligence
11 30 (8.96%) Configuration Management
12 29 (8.66%) Data Migration
13 27 (8.06%) Continuous Integration
13 27 (8.06%) Digital Transformation Programme
13 27 (8.06%) Re-Platforming
14 26 (7.76%) Use Case
15 22 (6.57%) Data Ingestion
Programming Languages
1 125 (37.31%) Python
2 99 (29.55%) SQL
3 79 (23.58%) Java
4 41 (12.24%) Scala
5 23 (6.87%) Shell Script
6 22 (6.57%) Bash Shell
7 18 (5.37%) R
8 10 (2.99%) C++
9 9 (2.69%) Ruby
10 8 (2.39%) Perl
10 8 (2.39%) PL/SQL
11 5 (1.49%) Clojure
11 5 (1.49%) ClojureScript
11 5 (1.49%) Groovy
11 5 (1.49%) JavaScript
11 5 (1.49%) T-SQL
12 4 (1.19%) C
12 4 (1.19%) VBA
13 1 (0.30%) HiveQL
13 1 (0.30%) PowerShell
Qualifications
1 52 (15.52%) Security Cleared
2 45 (13.43%) SC Cleared
3 18 (5.37%) PMI Certification
3 18 (5.37%) PMP
4 10 (2.99%) CCA
4 10 (2.99%) Degree
5 6 (1.79%) TOGAF Certification
6 5 (1.49%) BPSS Clearance
7 3 (0.90%) DBS Check
8 2 (0.60%) AWS Certification
8 2 (0.60%) DV Cleared
9 1 (0.30%) Master's Degree
9 1 (0.30%) RHCE
9 1 (0.30%) Server+ Certification
Quality Assurance & Compliance
1 9 (2.69%) GDPR
2 4 (1.19%) Disclosure Scotland
3 3 (0.90%) QA
4 2 (0.60%) Data Quality
5 1 (0.30%) ISO/IEC 27001
5 1 (0.30%) PCI DSS
System Software
1 67 (20.00%) Docker
2 32 (9.55%) Apache Flume
3 30 (8.96%) HDFS
4 20 (5.97%) Active Directory
5 9 (2.69%) VirtualBox
6 7 (2.09%) Virtual Desktop
6 7 (2.09%) Virtual Servers
7 6 (1.79%) Apache ZooKeeper
8 2 (0.60%) VMware ESXi
8 2 (0.60%) VMware Infrastructure
9 1 (0.30%) Cronacle
9 1 (0.30%) Samba
9 1 (0.30%) Veritas Cluster Server
9 1 (0.30%) Veritas File System
9 1 (0.30%) Veritas Volume Manager
9 1 (0.30%) Xen
Systems Management
1 72 (21.49%) Terraform
2 63 (18.81%) Ansible
3 37 (11.04%) Kubernetes
4 34 (10.15%) Hadoop YARN
5 31 (9.25%) Puppet
6 18 (5.37%) Oozie
7 11 (3.28%) Packer
8 9 (2.69%) Docker Swarm
9 5 (1.49%) Opscode Chef
9 5 (1.49%) Salt
10 2 (0.60%) Ambari
11 1 (0.30%) Consul
11 1 (0.30%) Control-M
11 1 (0.30%) logstash
11 1 (0.30%) NetBackup
11 1 (0.30%) Single Sign-On
11 1 (0.30%) Suricata
11 1 (0.30%) vCenter Server
Vendors
1 80 (23.88%) Hortonworks
2 55 (16.42%) Oracle
3 40 (11.94%) Informatica
4 37 (11.04%) Talend
5 29 (8.66%) Microsoft
6 20 (5.97%) Red Hat
7 14 (4.18%) Tableau
8 13 (3.88%) MapR
9 10 (2.99%) Google
9 10 (2.99%) IBM
10 9 (2.69%) StreamSets
11 8 (2.39%) Datactics
11 8 (2.39%) Palantir
12 7 (2.09%) Databricks
12 7 (2.09%) SAP
12 7 (2.09%) Sybase
12 7 (2.09%) Teradata
13 3 (0.90%) Dell
13 3 (0.90%) MicroStrategy
13 3 (0.90%) Salesforce.com