Period
to 14 April 2021

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 14 April 2021 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
14 Apr 2021
Same period 2020 Same period 2019
Rank 422 453 472
Rank change year-on-year +31 +19 +21
Contract jobs citing Cloudera 230 246 440
As % of all contract jobs advertised in the UK 0.44% 0.41% 0.46%
As % of the Vendors category 1.06% 0.97% 1.09%
Number of daily rates quoted 158 180 305
10th Percentile £362 £409 £439
25th Percentile £478 £441 £500
Median daily rate (50th Percentile) £555 £550 £550
Median % change year-on-year +0.91% - -
75th Percentile £650 £675 £638
90th Percentile £700 £725 £750
UK excluding London median daily rate £540 £528 £550
% change year-on-year +2.37% -4.09% +10.00%
Number of hourly rates quoted 2 0 2
10th Percentile £15.33 " £53.95
25th Percentile £16.94 " £56.13
Median hourly rate £19.75 - £62.00
75th Percentile £22.44 " £67.63
90th Percentile £23.98 " £69.65
UK excluding London median hourly rate £19.75 - £69.00

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 21,764 25,235 40,461
As % of all contract IT jobs advertised in the UK 41.28% 42.41% 41.95%
Number of daily rates quoted 13,907 15,776 25,568
10th Percentile £269 £215 £263
25th Percentile £375 £350 £363
Median daily rate (50th Percentile) £475 £450 £450
Median % change year-on-year +5.56% - -
75th Percentile £575 £553 £556
90th Percentile £650 £650 £638
UK excluding London median daily rate £425 £425 £425
Number of hourly rates quoted 714 1,096 1,346
10th Percentile £11.37 £11.75 £10.75
25th Percentile £15.00 £14.50 £12.75
Median hourly rate £22.50 £18.70 £17.50
Median % change year-on-year +20.32% +6.86% +2.94%
75th Percentile £45.25 £30.01 £34.58
90th Percentile £59.63 £50.00 £48.75
UK excluding London median hourly rate £18.83 £17.50 £16.50
% change year-on-year +7.61% +6.06% +4.04%

Cloudera
Job Vacancy Trend

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

Job vacancy trend for Cloudera in the UK

Cloudera
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Cloudera.

Daily rate trend for Cloudera in the UK

Cloudera
Daily Rate Histogram

Daily rate distribution for jobs citing Cloudera over the 6 months to 14 April 2021.

Daily rate histogram for Cloudera in the UK

Cloudera
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Cloudera.

Hourly rate trend for Cloudera in the UK

Cloudera
Hourly Rate Histogram

Hourly rate distribution of jobs citing Cloudera over the 6 months to 14 April 2021.

Hourly rate histogram for Cloudera in the UK

Cloudera
Top 14 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 14 April 2021. 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 +57 178 £550 +0.05% 29
London +38 90 £559 -0.67% 13
Work from Home -179 84 £575 -17.86% 4
UK excluding London +17 76 £540 +2.37% 16
North of England +25 27 £586 -13.19% 2
North West +12 26 £586 -13.19% 2
Midlands +17 16 £540 +20.00% 6
West Midlands +15 16 £540 +20.00% 6
East of England +41 12 £325 -43.97% 7
South East +51 9 £360 -24.21%
Scotland +1 6 £375 - 1
Wales -5 5 £525 +7.14%
Yorkshire +40 1 - -
Northern Ireland - 1 - -

For the 6 months to 14 April 2021, 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.

1 153 (66.52%) Hadoop
2 118 (51.30%) Big Data
3 102 (44.35%) AWS
4 97 (42.17%) Apache Hive
5 90 (39.13%) Security Cleared
6 85 (36.96%) ETL
7 83 (36.09%) Impala
8 77 (33.48%) Apache Spark
8 77 (33.48%) SC Cleared
9 72 (31.30%) SQL
10 71 (30.87%) HDFS
11 69 (30.00%) Python
12 67 (29.13%) Scala
13 65 (28.26%) Java
13 65 (28.26%) DevOps
14 64 (27.83%) Azure
15 53 (23.04%) Migration
16 50 (21.74%) Linux
16 50 (21.74%) Kafka
17 48 (20.87%) Relational Database
17 48 (20.87%) Amazon S3
18 47 (20.43%) Jenkins
19 45 (19.57%) Data Modelling
20 44 (19.13%) Data Integration
21 43 (18.70%) Ansible
22 41 (17.83%) Data Ingestion
22 41 (17.83%) Public Sector
23 40 (17.39%) Informatica
23 40 (17.39%) Agile Software Development
24 39 (16.96%) Data Migration

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 77 (33.48%) Apache Spark
2 32 (13.91%) Apache
3 14 (6.09%) Apache Airflow
3 14 (6.09%) Elasticsearch
4 13 (5.65%) Confluence
5 5 (2.17%) Tomcat
6 4 (1.74%) Apache Pulsar
6 4 (1.74%) JBoss
6 4 (1.74%) Jetty
6 4 (1.74%) MQSeries
6 4 (1.74%) Oracle Self-Service HR
6 4 (1.74%) Red Hat Fuse
6 4 (1.74%) SAS
6 4 (1.74%) WebLogic
7 1 (0.43%) Apache Solr
Applications
1 22 (9.57%) Spreadsheet
2 2 (0.87%) Microsoft Excel
Business Applications
1 6 (2.61%) assyst
2 4 (1.74%) Sparx Enterprise Architect
Cloud Services
1 102 (44.35%) AWS
2 64 (27.83%) Azure
3 48 (20.87%) Amazon S3
4 19 (8.26%) Amazon EMR
5 14 (6.09%) Serverless
6 13 (5.65%) AWS Lambda
7 9 (3.91%) GCP
8 7 (3.04%) Amazon EC2
9 6 (2.61%) Power Platform
10 5 (2.17%) Amazon CloudWatch
10 5 (2.17%) Amazon ECS
10 5 (2.17%) Amazon EKS
10 5 (2.17%) Amazon SQS
10 5 (2.17%) Route 53
11 3 (1.30%) Amazon Cognito
11 3 (1.30%) PaaS
11 3 (1.30%) SaaS
12 2 (0.87%) Amazon Kinesis
12 2 (0.87%) Azure Data Factory
12 2 (0.87%) GitHub
Communications & Networking
1 13 (5.65%) Kerberos
2 4 (1.74%) SSH
3 3 (1.30%) Remote Desktop
4 2 (0.87%) SSL
5 1 (0.43%) Broadband
5 1 (0.43%) Internet
5 1 (0.43%) tcpdump
5 1 (0.43%) Wireshark
Database & Business Intelligence
1 153 (66.52%) Hadoop
2 118 (51.30%) Big Data
3 97 (42.17%) Apache Hive
4 83 (36.09%) Impala
5 48 (20.87%) Relational Database
6 32 (13.91%) NoSQL
6 32 (13.91%) Pentaho
7 26 (11.30%) MySQL
8 21 (9.13%) HBase
9 15 (6.52%) MongoDB
10 14 (6.09%) Data Warehouse
11 10 (4.35%) Apache Cassandra
11 10 (4.35%) Data Lake
11 10 (4.35%) PostgreSQL
11 10 (4.35%) RDBMS
12 9 (3.91%) Flink
12 9 (3.91%) Snowflake Schema
13 8 (3.48%) Sqoop
14 7 (3.04%) Cloudera CDH
14 7 (3.04%) Spark SQL
Development Applications
1 47 (20.43%) Jenkins
2 37 (16.09%) Git (software)
3 25 (10.87%) GitLab
4 14 (6.09%) JIRA
5 11 (4.78%) Cucumber
6 7 (3.04%) JUnit
6 7 (3.04%) Maven
7 6 (2.61%) Bitbucket
8 5 (2.17%) Eclipse
8 5 (2.17%) IntelliJ
8 5 (2.17%) Subversion
9 4 (1.74%) Ant
9 4 (1.74%) Artifactory
9 4 (1.74%) Atlassian Bamboo
9 4 (1.74%) ClearCase
9 4 (1.74%) FishEye
9 4 (1.74%) Hudson
9 4 (1.74%) Mercurial
9 4 (1.74%) Poseidon for UML
9 4 (1.74%) Selenium
General
1 41 (17.83%) Public Sector
2 21 (9.13%) Finance
3 13 (5.65%) Banking
4 5 (2.17%) Telecoms
5 2 (0.87%) Games
5 2 (0.87%) Marketing
6 1 (0.43%) Electronics
6 1 (0.43%) Financial Institution
6 1 (0.43%) Front Office
6 1 (0.43%) Investment Banking
6 1 (0.43%) Italian Language
6 1 (0.43%) Manufacturing
Job Titles
1 56 (24.35%) Data Engineer
2 48 (20.87%) Architect
3 32 (13.91%) Developer
4 29 (12.61%) Cloud Architect
5 21 (9.13%) Cloud Engineer
6 20 (8.70%) Big Data Engineer
6 20 (8.70%) Data Architect
7 18 (7.83%) DevOps Engineer
8 17 (7.39%) Informatica Architect
9 13 (5.65%) AWS Architect
9 13 (5.65%) Cloud Developer
10 12 (5.22%) Administrator
10 12 (5.22%) AWS DevOps
10 12 (5.22%) AWS Engineer
11 11 (4.78%) Software Engineer
12 10 (4.35%) Analyst
12 10 (4.35%) Big Data Architect
13 9 (3.91%) Big Data Developer
13 9 (3.91%) Linux/Unix DevOps
14 8 (3.48%) Azure Developer
Libraries, Frameworks & Software Standards
1 50 (21.74%) Kafka
2 15 (6.52%) Apache NiFi
3 11 (4.78%) PySpark
4 9 (3.91%) Spark Streaming
5 7 (3.04%) SAML
5 7 (3.04%) Spring
6 6 (2.61%) JSON
6 6 (2.61%) Lambda Expressions
6 6 (2.61%) RabbitMQ
6 6 (2.61%) XML
7 5 (2.17%) AngularJS
7 5 (2.17%) HTML
7 5 (2.17%) Node.js
7 5 (2.17%) Web Services
8 4 (1.74%) ActiveMQ
8 4 (1.74%) Hibernate
8 4 (1.74%) HTML5
8 4 (1.74%) JMS
8 4 (1.74%) MSMQ
8 4 (1.74%) STL
Miscellaneous
1 27 (11.74%) Analytical Skills
2 6 (2.61%) Analytical Mindset
2 6 (2.61%) Data Centre
2 6 (2.61%) Self-Motivation
3 5 (2.17%) Video Conferencing
4 4 (1.74%) Derivative
4 4 (1.74%) User Experience
5 3 (1.30%) Clustering
5 3 (1.30%) iPad
5 3 (1.30%) Management Information System
6 2 (0.87%) Greenfield Project
6 2 (0.87%) Public Cloud
6 2 (0.87%) VSAM
7 1 (0.43%) Blog
7 1 (0.43%) Data Structures
7 1 (0.43%) IVR
7 1 (0.43%) Linux Command Line
7 1 (0.43%) Mainframe
7 1 (0.43%) Mobile App
Operating Systems
1 50 (21.74%) Linux
2 17 (7.39%) Unix
3 13 (5.65%) Windows
4 10 (4.35%) CentOS
4 10 (4.35%) Ubuntu
5 5 (2.17%) Red Hat Enterprise Linux
6 4 (1.74%) Android
6 4 (1.74%) Apple iOS
6 4 (1.74%) Debian
6 4 (1.74%) Mac OS X
Processes & Methodologies
1 85 (36.96%) ETL
2 65 (28.26%) DevOps
3 53 (23.04%) Migration
4 45 (19.57%) Data Modelling
5 44 (19.13%) Data Integration
6 41 (17.83%) Data Ingestion
7 40 (17.39%) Agile Software Development
8 39 (16.96%) Data Migration
9 38 (16.52%) Data Engineering
10 32 (13.91%) Problem-Solving
11 30 (13.04%) Analytics
12 29 (12.61%) Unit Testing
13 28 (12.17%) Configuration Management
14 26 (11.30%) Stakeholder Management
15 25 (10.87%) ETL Development
16 24 (10.43%) Data Acquisition
17 21 (9.13%) Software Engineering
18 18 (7.83%) Performance Tuning
18 18 (7.83%) Test Automation
19 17 (7.39%) Data Architecture
Programming Languages
1 72 (31.30%) SQL
2 69 (30.00%) Python
3 67 (29.13%) Scala
4 65 (28.26%) Java
5 14 (6.09%) Bash Shell
6 10 (4.35%) Shell Script
7 7 (3.04%) PL/SQL
8 5 (2.17%) Groovy
8 5 (2.17%) JavaScript
8 5 (2.17%) PowerShell
8 5 (2.17%) Ruby
9 4 (1.74%) C++
9 4 (1.74%) Clojure
9 4 (1.74%) ClojureScript
9 4 (1.74%) Perl
9 4 (1.74%) R
9 4 (1.74%) T-SQL
10 3 (1.30%) C
11 2 (0.87%) VBA
12 1 (0.43%) SAS Macro
Qualifications
1 90 (39.13%) Security Cleared
2 77 (33.48%) SC Cleared
3 5 (2.17%) DV Cleared
4 4 (1.74%) CCA
5 1 (0.43%) AWS Certification
5 1 (0.43%) BPSS Clearance
5 1 (0.43%) Computer Science Degree
5 1 (0.43%) Degree
Quality Assurance & Compliance
1 15 (6.52%) Data Quality
2 8 (3.48%) SLA
3 7 (3.04%) QA
4 2 (0.87%) GDPR
5 1 (0.43%) PMO
System Software
1 71 (30.87%) HDFS
2 23 (10.00%) Docker
3 11 (4.78%) Apache Flume
4 5 (2.17%) Active Directory
5 3 (1.30%) Apache ZooKeeper
6 2 (0.87%) GPFS
6 2 (0.87%) Platform Symphony
6 2 (0.87%) Virtual Machines
Systems Management
1 43 (18.70%) Ansible
2 25 (10.87%) Kubernetes
2 25 (10.87%) Terraform
3 18 (7.83%) Puppet
4 14 (6.09%) Hadoop YARN
5 13 (5.65%) Oozie
6 9 (3.91%) Ambari
6 9 (3.91%) Kibana
7 5 (2.17%) Grafana
8 4 (1.74%) Salt
9 2 (0.87%) Packer
10 1 (0.43%) Apache Slider
10 1 (0.43%) Control-M
10 1 (0.43%) logstash
10 1 (0.43%) Opscode Chef
Vendors
1 40 (17.39%) Informatica
2 38 (16.52%) Oracle
3 36 (15.65%) Hortonworks
4 19 (8.26%) VMware
5 9 (3.91%) Microsoft
6 7 (3.04%) IBM
6 7 (3.04%) StreamSets
7 4 (1.74%) Axway
7 4 (1.74%) BT
7 4 (1.74%) Databricks
7 4 (1.74%) MuleSoft
7 4 (1.74%) Red Hat
7 4 (1.74%) Sparx
7 4 (1.74%) Sybase
7 4 (1.74%) Teradata
8 3 (1.30%) Cisco
8 3 (1.30%) MapR
9 2 (0.87%) Salesforce.com
9 2 (0.87%) Talend
10 1 (0.43%) NetApp