Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 23 October 2019

The table below provides summary statistics for contract job vacancies 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 23 October 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
6 months to
23 Oct 2019		 Same period 2018 Same period 2017
Rank 467 549 531
Rank change year-on-year +82 -18 +127
Contract jobs citing Cloudera 346 364 389
As % of all contract IT jobs advertised in the UK 0.41% 0.35% 0.39%
As % of the Vendors category 0.94% 0.84% 0.90%
Number of daily rates quoted 268 258 210
UK median daily rate £539 £550 £550
Median daily rate % change year-on-year -2.05% - +4.76%
10th Percentile £425 £435 £363
90th Percentile £725 £701 £689
UK excluding London median daily rate £500 £525 £500
% change year-on-year -4.76% +5.00% -
Number of hourly rates quoted 3 3 0
UK median hourly rate £22.00 £44.50 -
Median hourly rate % change year-on-year -50.56% - -
UK excluding London median hourly rate £22.00 £31.69 -
% change year-on-year -30.57% - -

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.

All Vendors
UK
Contract vacancies with a requirement for knowledge or experience of vendor products and services 36,697 43,584 43,123
As % of all contract IT jobs advertised in the UK 43.33% 42.13% 43.03%
Number of daily rates quoted 23,063 26,991 26,665
UK median daily rate £450 £450 £430
Median daily rate % change year-on-year - +4.65% +3.61%
10th Percentile £243 £250 £242
90th Percentile £638 £625 £620
UK excluding London median daily rate £425 £420 £400
% change year-on-year +1.19% +5.00% +3.23%
Number of hourly rates quoted 1,440 1,678 1,401
UK median hourly rate £20.00 £17.42 £17.50
Median hourly rate % change year-on-year +14.83% -0.47% +2.94%
10th Percentile £11.17 £10.77 £10.50
90th Percentile £51.80 £45.33 £45.50
UK excluding London median hourly rate £18.60 £16.50 £16.84
% change year-on-year +12.73% -1.99% +2.03%

Cloudera
Job Vacancy Trend

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

Job vacancy trend for Cloudera in the UK

Cloudera
Contractor Daily Rate Trend

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

Contractor daily rate trend for Cloudera in the UK

Cloudera
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Cloudera over the 6 months to 23 October 2019.

Contractor daily rate histogram for Cloudera in the UK

Cloudera
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Cloudera in the UK

Cloudera
Top 16 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Cloudera within the UK over the 6 months to 23 October 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
England +88 329 £539 -2.05% 43
UK excluding London +101 199 £500 -4.76% 22
London +17 144 £575 - 22
North of England +90 96 £525 -16.00% 5
North West +73 77 £525 -19.23% 5
South East +25 43 £450 -14.29% 7
Midlands +77 29 £440 - 2
West Midlands +59 28 £438 - 2
East of England +34 13 £525 +40.00% 5
Yorkshire +38 12 £550 +7.32%
Scotland +16 12 £550 +4.76% 1
North East +16 7 £475 -25.49%
Wales +19 4 £138 -72.50%
East Midlands +28 1 £475 -
Northern Ireland +5 1 - -
South West - 1 £610 - 2

For the 6 months to 23 October 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 with a requirement for Cloudera.

1 223 (64.45%) Big Data
2 221 (63.87%) Hadoop
3 171 (49.42%) Apache Spark
4 132 (38.15%) AWS
5 131 (37.86%) Python
6 108 (31.21%) SQL
7 105 (30.35%) Apache Hive
8 97 (28.03%) Linux
9 92 (26.59%) Agile Software Development
10 91 (26.30%) Impala
11 87 (25.14%) Hortonworks
12 84 (24.28%) DevOps
13 83 (23.99%) Java
14 81 (23.41%) Azure
15 75 (21.68%) Jenkins
16 74 (21.39%) Kafka
17 67 (19.36%) Terraform
18 63 (18.21%) Docker
19 62 (17.92%) Ansible
19 62 (17.92%) Migration
20 61 (17.63%) Oracle
21 56 (16.18%) Security Cleared
22 54 (15.61%) Scala
22 54 (15.61%) ETL
23 51 (14.74%) Data Engineering
24 48 (13.87%) Analytics
24 48 (13.87%) Data Lake
25 46 (13.29%) Scrum
26 44 (12.72%) SAS
26 44 (12.72%) SQL Server

Cloudera
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
1 171 (49.42%) Apache Spark
2 44 (12.72%) SAS
3 20 (5.78%) Confluence
4 15 (4.34%) Elasticsearch
4 15 (4.34%) Jupyter
5 14 (4.05%) Tomcat
6 12 (3.47%) Apache
7 7 (2.02%) WebLogic
8 6 (1.73%) JBoss
8 6 (1.73%) Jetty
8 6 (1.73%) Oracle Self-Service HR
9 4 (1.16%) Apache Solr
10 2 (0.58%) Apache Airflow
10 2 (0.58%) Apache Pig
10 2 (0.58%) IBM Domino
11 1 (0.29%) nginx
11 1 (0.29%) Oracle SOA Suite
Applications
1 34 (9.83%) Microsoft Excel
2 6 (1.73%) Spreadsheet
3 2 (0.58%) MS Visio
3 2 (0.58%) SPSS
3 2 (0.58%) Stata
4 1 (0.29%) Microsoft Project
Business Applications
1 10 (2.89%) assyst
2 3 (0.87%) Aligne
3 1 (0.29%) SAP Oil and Gas
3 1 (0.29%) Sparx Enterprise Architect
Cloud Services
1 132 (38.15%) AWS
2 81 (23.41%) Azure
3 22 (6.36%) Amazon EMR
4 18 (5.20%) Power Platform
5 17 (4.91%) Amazon S3
6 13 (3.76%) GCP
7 9 (2.60%) Amazon EKS
8 8 (2.31%) Amazon Kinesis
9 5 (1.45%) Cloud Computing
10 4 (1.16%) Azure Machine Learning
10 4 (1.16%) PaaS
11 2 (0.58%) GitHub
11 2 (0.58%) OpenShift
12 1 (0.29%) Amazon EC2
12 1 (0.29%) Amazon ELB
12 1 (0.29%) AWS CloudFormation
12 1 (0.29%) Datadog
Communications & Networking
1 21 (6.07%) Kerberos
2 12 (3.47%) DNS
3 10 (2.89%) SAN
4 9 (2.60%) SSL
5 8 (2.31%) SSH
6 3 (0.87%) Internet
7 2 (0.58%) DHCP
7 2 (0.58%) Firewall
7 2 (0.58%) HTTP
7 2 (0.58%) TCP/IP
7 2 (0.58%) Wireshark
Database & Business Intelligence
1 223 (64.45%) Big Data
2 221 (63.87%) Hadoop
3 105 (30.35%) Apache Hive
4 91 (26.30%) Impala
5 48 (13.87%) Data Lake
6 44 (12.72%) SQL Server
7 38 (10.98%) Pentaho
8 35 (10.12%) Data Warehouse
9 30 (8.67%) PostgreSQL
10 23 (6.65%) Cloudera CDH
11 22 (6.36%) HBase
12 19 (5.49%) Relational Database
13 18 (5.20%) NoSQL
13 18 (5.20%) Power BI
13 18 (5.20%) Sqoop
14 17 (4.91%) Spark SQL
15 16 (4.62%) MySQL
16 15 (4.34%) Parquet
17 13 (3.76%) MongoDB
18 12 (3.47%) Qlik Sense
Development Applications
1 75 (21.68%) Jenkins
2 40 (11.56%) Git (software)
3 31 (8.96%) GitLab
4 30 (8.67%) JIRA
5 17 (4.91%) Artifactory
5 17 (4.91%) Atlassian Bamboo
5 17 (4.91%) Maven
6 15 (4.34%) Subversion
6 15 (4.34%) Vagrant
7 13 (3.76%) Mercurial
8 12 (3.47%) Bitbucket
9 8 (2.31%) FindBugs
10 7 (2.02%) Eclipse
10 7 (2.02%) ERwin
10 7 (2.02%) Hudson
10 7 (2.02%) IntelliJ
10 7 (2.02%) Log4j
10 7 (2.02%) SonarQube
11 6 (1.73%) Gradle
11 6 (1.73%) Leiningen
General
1 40 (11.56%) Finance
2 20 (5.78%) Public Sector
3 18 (5.20%) Banking
4 9 (2.60%) Retail
5 6 (1.73%) Retail Banking
6 4 (1.16%) Legal
7 2 (0.58%) Telecoms
8 1 (0.29%) International Banking
8 1 (0.29%) Investment Banking
8 1 (0.29%) Manufacturing
8 1 (0.29%) Pharmaceutical
Job Titles
1 101 (29.19%) Data Engineer
2 75 (21.68%) Big Data Engineer
3 65 (18.79%) Architect
4 41 (11.85%) Analyst
5 37 (10.69%) Data Architect
6 35 (10.12%) Business Analyst
7 33 (9.54%) Cloud Engineer
7 33 (9.54%) Developer
8 31 (8.96%) Data Business Analyst
9 24 (6.94%) Administrator
10 22 (6.36%) DevOps Engineer
11 21 (6.07%) Big Data Analyst
12 19 (5.49%) Hadoop Engineer
13 17 (4.91%) Platform Engineer
14 14 (4.05%) Cloud Architect
15 13 (3.76%) Java Developer
16 12 (3.47%) Big Data Developer
16 12 (3.47%) DevOps Administrator
17 11 (3.18%) Enterprise Architect
18 10 (2.89%) Solutions Architect
Libraries, Frameworks & Software Standards
1 74 (21.39%) Kafka
2 21 (6.07%) Spring
3 20 (5.78%) Spark Streaming
4 18 (5.20%) PySpark
4 18 (5.20%) RabbitMQ
5 13 (3.76%) Web Services
6 10 (2.89%) Apache NiFi
6 10 (2.89%) JSON
7 9 (2.60%) Apache Avro
7 9 (2.60%) XML
8 8 (2.31%) Elastic Stack
9 7 (2.02%) JMS
9 7 (2.02%) Node.js
9 7 (2.02%) Spring Boot
10 6 (1.73%) ActiveMQ
10 6 (1.73%) GWT
10 6 (1.73%) Hibernate
10 6 (1.73%) HTML
10 6 (1.73%) jQuery
10 6 (1.73%) STL
Miscellaneous
1 15 (4.34%) Analytical Skills
2 10 (2.89%) Algorithms
3 6 (1.73%) Derivative
3 6 (1.73%) Greenfield Project
3 6 (1.73%) User Experience
4 3 (0.87%) Linux Command Line
5 2 (0.58%) Cloud Native
5 2 (0.58%) Clustering
5 2 (0.58%) Driving Licence
5 2 (0.58%) Enterprise Software
5 2 (0.58%) Mainframe
5 2 (0.58%) Reference Data
5 2 (0.58%) Taxonomies
6 1 (0.29%) Cyberthreat
6 1 (0.29%) Data Structures
6 1 (0.29%) Enterprise Cloud
6 1 (0.29%) VSAM
Operating Systems
1 97 (28.03%) Linux
2 32 (9.25%) CentOS
3 30 (8.67%) Red Hat Enterprise Linux
4 29 (8.38%) Unix
5 23 (6.65%) Windows
6 19 (5.49%) Solaris
7 15 (4.34%) Ubuntu
8 14 (4.05%) Windows Server
9 13 (3.76%) Debian
10 7 (2.02%) Android
10 7 (2.02%) Apple iOS
11 6 (1.73%) Mac OS X
12 1 (0.29%) Fedora
12 1 (0.29%) Oracle Linux
12 1 (0.29%) Windows Server 2012
Processes & Methodologies
1 92 (26.59%) Agile Software Development
2 84 (24.28%) DevOps
3 62 (17.92%) Migration
4 54 (15.61%) ETL
5 51 (14.74%) Data Engineering
6 48 (13.87%) Analytics
7 46 (13.29%) Scrum
8 41 (11.85%) Data Modelling
8 41 (11.85%) Problem-Solving
9 37 (10.69%) Data Science
10 35 (10.12%) Continuous Integration
11 34 (9.83%) SDLC
12 33 (9.54%) Data Migration
12 33 (9.54%) Digital Transformation Programme
13 32 (9.25%) Configuration Management
14 29 (8.38%) Data Analysis
14 29 (8.38%) Stakeholder Management
15 28 (8.09%) Business Intelligence
15 28 (8.09%) Use Case
16 26 (7.51%) Re-Platforming
Programming Languages
1 131 (37.86%) Python
2 108 (31.21%) SQL
3 83 (23.99%) Java
4 54 (15.61%) Scala
5 27 (7.80%) R
6 25 (7.23%) Shell Script
7 17 (4.91%) Bash Shell
8 12 (3.47%) C++
9 10 (2.89%) PL/SQL
10 9 (2.60%) Ruby
11 7 (2.02%) Perl
12 6 (1.73%) Clojure
12 6 (1.73%) ClojureScript
12 6 (1.73%) Groovy
12 6 (1.73%) JavaScript
12 6 (1.73%) PowerShell
12 6 (1.73%) T-SQL
13 4 (1.16%) VBA
14 3 (0.87%) C
15 1 (0.29%) HiveQL
Qualifications
1 56 (16.18%) Security Cleared
2 43 (12.43%) SC Cleared
3 17 (4.91%) PMI Certification
3 17 (4.91%) PMP
4 13 (3.76%) Degree
5 10 (2.89%) CCA
6 5 (1.45%) BPSS Clearance
6 5 (1.45%) DV Cleared
7 3 (0.87%) DBS Check
7 3 (0.87%) Numerate Degree
8 2 (0.58%) AWS Certification
9 1 (0.29%) Master's Degree
9 1 (0.29%) RHCE
9 1 (0.29%) Server+ Certification
Quality Assurance & Compliance
1 10 (2.89%) GDPR
2 4 (1.16%) Disclosure Scotland
2 4 (1.16%) QA
3 3 (0.87%) PCI DSS
4 2 (0.58%) Data Quality
5 1 (0.29%) ISO/IEC 27001
System Software
1 63 (18.21%) Docker
2 42 (12.14%) HDFS
3 24 (6.94%) Apache Flume
4 14 (4.05%) Active Directory
5 10 (2.89%) VirtualBox
6 7 (2.02%) Virtual Desktop
6 7 (2.02%) Virtual Servers
7 6 (1.73%) Apache ZooKeeper
8 2 (0.58%) VMware ESXi
8 2 (0.58%) VMware Infrastructure
9 1 (0.29%) Cronacle
9 1 (0.29%) Samba
9 1 (0.29%) Veritas Cluster Server
9 1 (0.29%) Veritas File System
9 1 (0.29%) Veritas Volume Manager
9 1 (0.29%) Xen
Systems Management
1 67 (19.36%) Terraform
2 62 (17.92%) Ansible
3 40 (11.56%) Kubernetes
4 38 (10.98%) Puppet
5 28 (8.09%) Hadoop YARN
6 21 (6.07%) Oozie
7 16 (4.62%) Packer
8 10 (2.89%) Docker Swarm
9 6 (1.73%) Salt
10 5 (1.45%) Opscode Chef
11 4 (1.16%) Control-M
12 3 (0.87%) Ambari
13 2 (0.58%) Kibana
13 2 (0.58%) logstash
13 2 (0.58%) SELinux
14 1 (0.29%) NetBackup
14 1 (0.29%) Suricata
14 1 (0.29%) vCenter Server
Vendors
1 87 (25.14%) Hortonworks
2 61 (17.63%) Oracle
3 43 (12.43%) Informatica
4 31 (8.96%) Talend
5 27 (7.80%) Microsoft
6 21 (6.07%) Tableau
7 20 (5.78%) Red Hat
8 16 (4.62%) Palantir
9 11 (3.18%) IBM
9 11 (3.18%) Teradata
10 10 (2.89%) StreamSets
11 9 (2.60%) Datactics
11 9 (2.60%) Sybase
12 8 (2.31%) MapR
13 7 (2.02%) Foundry
14 6 (1.73%) Google
15 5 (1.45%) Databricks
16 4 (1.16%) Salesforce.com
16 4 (1.16%) SAP
17 3 (0.87%) Dell