Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 27 October 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 27 October 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
27 Oct 2021		 Same period 2020 Same period 2019
Rank 512 358 489
Rank change year-on-year -154 +131 +80
Contract jobs citing Cloudera 339 183 349
As % of all contract jobs advertised in the UK 0.40% 0.57% 0.41%
As % of the Vendors category 0.99% 1.29% 0.97%
Number of daily rates quoted 233 135 269
10th Percentile £463 £374 £425
25th Percentile £513 £450 £475
Median daily rate (50th Percentile) £580 £550 £538
Median % change year-on-year +5.45% +2.33% -2.27%
75th Percentile £671 £600 £613
90th Percentile £735 £683 £723
UK excluding London median daily rate £500 £525 £500
% change year-on-year -4.76% +5.00% -4.76%
Number of hourly rates quoted 8 0 3
10th Percentile £18.57 " £19.59
25th Percentile £22.46 " £20.22
Median hourly rate £25.75 - £22.00
75th Percentile £26.81 " £23.70
90th Percentile £27.22 " £24.27
UK excluding London median hourly rate £26.12 - £22.00

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 34,225 14,202 35,975
As % of all contract IT jobs advertised in the UK 40.15% 43.87% 42.66%
Number of daily rates quoted 22,244 9,180 22,998
10th Percentile £275 £256 £237
25th Percentile £400 £363 £356
Median daily rate (50th Percentile) £500 £473 £450
Median % change year-on-year +5.82% +5.00% -
75th Percentile £600 £575 £550
90th Percentile £700 £663 £638
UK excluding London median daily rate £450 £430 £425
% change year-on-year +4.65% +1.18% +1.19%
Number of hourly rates quoted 954 426 1,362
10th Percentile £11.66 £11.34 £11.17
25th Percentile £14.00 £14.25 £14.00
Median hourly rate £19.50 £22.50 £19.00
Median % change year-on-year -13.33% +18.42% +11.76%
75th Percentile £43.75 £45.00 £41.75
90th Percentile £63.00 £55.00 £50.23
UK excluding London median hourly rate £18.00 £20.00 £17.50
% change year-on-year -10.00% +14.29% +6.06%

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 27 October 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
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 27 October 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 -144 279 £583 +6.88% 32
London -128 143 £620 +15.26% 21
Work from Home -142 118 £575 +2.22% 3
UK excluding London -145 111 £500 -4.76% 11
Midlands -45 38 £495 +23.75% 2
West Midlands -34 34 £495 +23.75%
South East -63 22 £538 +43.33% 6
North of England -124 19 £585 +11.43% 2
East of England -38 16 £478 +49.22%
North East +3 12 £585 -3.51% 1
Wales -22 10 - - 1
North West -114 7 £550 +4.76%
Yorkshire - 4 £550 - 1
Scotland - 4 £475 -
East Midlands -31 3 £500 +32.28% 2
South West -48 2 - -

For the 6 months to 27 October 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.

1 178 (52.51%) Hadoop
2 158 (46.61%) Big Data
3 157 (46.31%) Apache Spark
4 135 (39.82%) SQL
5 133 (39.23%) AWS
6 129 (38.05%) Python
7 109 (32.15%) Apache Hive
8 105 (30.97%) Scala
9 98 (28.91%) Security Cleared
10 92 (27.14%) Agile Software Development
11 90 (26.55%) SC Cleared
12 82 (24.19%) Azure
12 82 (24.19%) DevOps
13 79 (23.30%) Data Modelling
14 76 (22.42%) ETL
14 76 (22.42%) Linux
14 76 (22.42%) Ansible
15 74 (21.83%) Kafka
15 74 (21.83%) Java
16 73 (21.53%) Hortonworks
17 72 (21.24%) Impala
18 71 (20.94%) Social Skills
19 64 (18.88%) Finance
20 58 (17.11%) JIRA
20 58 (17.11%) Kubernetes
21 56 (16.52%) Git (software)
22 54 (15.93%) Confluence
23 53 (15.63%) Jenkins
24 52 (15.34%) Data Engineering
25 50 (14.75%) HDFS

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
1 157 (46.31%) Apache Spark
2 54 (15.93%) Confluence
3 22 (6.49%) Apache
4 19 (5.60%) Elasticsearch
5 14 (4.13%) Apache Pig
6 8 (2.36%) Apache Airflow
7 5 (1.47%) SAS
7 5 (1.47%) Tomcat
8 4 (1.18%) Camunda
9 3 (0.88%) IBM Domino
9 3 (0.88%) Mule
10 2 (0.59%) SharePoint
10 2 (0.59%) WebLogic
11 1 (0.29%) Apache Pulsar
11 1 (0.29%) Apache Solr
11 1 (0.29%) CICS
11 1 (0.29%) IBM HTTP Server
11 1 (0.29%) MQSeries
Applications
1 11 (3.24%) Spreadsheet
Business Applications
1 4 (1.18%) SAP S/4HANA
2 1 (0.29%) Oracle BPM
2 1 (0.29%) SAP Oil and Gas
Cloud Services
1 133 (39.23%) AWS
2 82 (24.19%) Azure
3 35 (10.32%) Amazon S3
4 19 (5.60%) Serverless
5 18 (5.31%) Azure Cosmos DB
5 18 (5.31%) Azure Storage
6 17 (5.01%) GCP
7 15 (4.42%) Azure Active Directory
7 15 (4.42%) Azure Data Factory
8 13 (3.83%) Azure Functions
9 12 (3.54%) GitHub
10 11 (3.24%) Amazon EC2
11 9 (2.65%) Power Platform
12 8 (2.36%) PaaS
13 7 (2.06%) Amazon EMR
13 7 (2.06%) Azure App Service
14 5 (1.47%) AWS CloudFormation
14 5 (1.47%) Azure Key Vault
14 5 (1.47%) OpenShift
14 5 (1.47%) SaaS
Communications & Networking
1 23 (6.78%) Kerberos
2 15 (4.42%) Firewall
3 6 (1.77%) SSL
4 5 (1.47%) HTTP
4 5 (1.47%) HTTPS
5 3 (0.88%) PuTTY
6 2 (0.59%) SAN
6 2 (0.59%) SSH
7 1 (0.29%) FTP
7 1 (0.29%) NAS
7 1 (0.29%) VPN
Database & Business Intelligence
1 178 (52.51%) Hadoop
2 158 (46.61%) Big Data
3 109 (32.15%) Apache Hive
4 72 (21.24%) Impala
5 49 (14.45%) Relational Database
6 45 (13.27%) Data Warehouse
7 42 (12.39%) Data Lake
8 39 (11.50%) HBase
9 34 (10.03%) Pentaho
10 30 (8.85%) Cloudera CDH
11 28 (8.26%) NoSQL
12 24 (7.08%) Metadata
13 21 (6.19%) RDBMS
14 20 (5.90%) MongoDB
15 18 (5.31%) MySQL
15 18 (5.31%) PostgreSQL
16 15 (4.42%) Amazon RDS
17 14 (4.13%) Azure SQL Database
18 13 (3.83%) Sqoop
19 11 (3.24%) Apache Cassandra
Development Applications
1 58 (17.11%) JIRA
2 56 (16.52%) Git (software)
3 53 (15.63%) Jenkins
4 47 (13.86%) GitLab
5 23 (6.78%) Hudson
6 19 (5.60%) Bitbucket
7 16 (4.72%) ERwin
8 4 (1.18%) PowerDesigner
9 3 (0.88%) Octopus Deploy
9 3 (0.88%) TeamCity
10 2 (0.59%) Maven
10 2 (0.59%) ProC
10 2 (0.59%) Terragrunt
11 1 (0.29%) Atlassian Bamboo
11 1 (0.29%) CircleCI
11 1 (0.29%) GoCD
11 1 (0.29%) IntelliJ
11 1 (0.29%) RStudio
11 1 (0.29%) SonarQube
11 1 (0.29%) Sonatype Nexus
General
1 71 (20.94%) Social Skills
2 64 (18.88%) Finance
3 44 (12.98%) Banking
4 32 (9.44%) Analytical Skills
5 31 (9.14%) Public Sector
6 22 (6.49%) Investment Banking
7 9 (2.65%) Presentation Skills
8 7 (2.06%) Documentation Skills
9 6 (1.77%) Telecoms
10 4 (1.18%) Front Office
10 4 (1.18%) Retail
11 3 (0.88%) Digital Economy
11 3 (0.88%) Legal
12 2 (0.59%) Law
12 2 (0.59%) Marketing
13 1 (0.29%) Aerospace
13 1 (0.29%) Dutch Language
13 1 (0.29%) Financial Institution
13 1 (0.29%) German Language
Job Titles
1 139 (41.00%) Data Engineer
2 53 (15.63%) Developer
3 42 (12.39%) Architect
4 41 (12.09%) Big Data Engineer
5 22 (6.49%) Cloud Engineer
6 21 (6.19%) Administrator
7 20 (5.90%) Data Architect
7 20 (5.90%) DevOps Engineer
8 17 (5.01%) Solutions Architect
9 16 (4.72%) Azure Engineer
10 15 (4.42%) Hadoop Engineer
11 12 (3.54%) Consultant
12 11 (3.24%) Software Engineer
13 10 (2.95%) AWS DevOps
13 10 (2.95%) Azure Architect
13 10 (2.95%) Big Data Developer
13 10 (2.95%) Cloud Administrator
14 9 (2.65%) Azure DevOps Engineer
14 9 (2.65%) Infrastructure Engineer
15 8 (2.36%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 74 (21.83%) Kafka
2 50 (14.75%) PySpark
3 17 (5.01%) Apache NiFi
4 12 (3.54%) .NET
4 12 (3.54%) Web Services
5 10 (2.95%) Spark Streaming
6 7 (2.06%) RabbitMQ
7 5 (1.47%) AngularJS
7 5 (1.47%) HTML
7 5 (1.47%) HTML5
7 5 (1.47%) React
7 5 (1.47%) RESTful
8 4 (1.18%) Apache Avro
8 4 (1.18%) Apache Camel
8 4 (1.18%) JSON
8 4 (1.18%) Middleware
8 4 (1.18%) TensorFlow
9 3 (0.88%) Node.js
9 3 (0.88%) REST
9 3 (0.88%) SAML
Miscellaneous
1 29 (8.55%) Cloud Native
2 20 (5.90%) Hybrid Cloud
3 14 (4.13%) Data Structures
4 9 (2.65%) Legacy Applications
5 7 (2.06%) Self-Motivation
6 6 (1.77%) Data Centre
6 6 (1.77%) Video Conferencing
7 5 (1.47%) Legacy Systems
7 5 (1.47%) Public Cloud
8 4 (1.18%) Enterprise Software
8 4 (1.18%) iPad
8 4 (1.18%) User Experience
8 4 (1.18%) Virtual Team
9 3 (0.88%) Algorithms
9 3 (0.88%) Data Protection Act
10 2 (0.59%) Credit Risk
10 2 (0.59%) IBM Mainframe
10 2 (0.59%) Life Science
10 2 (0.59%) Mainframe
10 2 (0.59%) Taxonomies
Operating Systems
1 76 (22.42%) Linux
2 46 (13.57%) Unix
3 19 (5.60%) Windows
4 11 (3.24%) Red Hat Enterprise Linux
5 6 (1.77%) Debian
5 6 (1.77%) Ubuntu
6 1 (0.29%) Windows Server
6 1 (0.29%) Windows Server 2012
Processes & Methodologies
1 92 (27.14%) Agile Software Development
2 82 (24.19%) DevOps
3 79 (23.30%) Data Modelling
4 76 (22.42%) ETL
5 52 (15.34%) Data Engineering
6 48 (14.16%) Scrum
7 44 (12.98%) Analytics
8 42 (12.39%) Problem-Solving
9 32 (9.44%) Migration
9 32 (9.44%) Software Engineering
10 31 (9.14%) Data Ingestion
11 28 (8.26%) Data Pipeline
12 27 (7.96%) Data Integration
13 25 (7.37%) Microservices
14 23 (6.78%) Business Intelligence
14 23 (6.78%) Visualisation
15 22 (6.49%) Configuration Management
15 22 (6.49%) Data Architecture
15 22 (6.49%) ETL Development
16 20 (5.90%) Data Science
Programming Languages
1 135 (39.82%) SQL
2 129 (38.05%) Python
3 105 (30.97%) Scala
4 74 (21.83%) Java
5 18 (5.31%) PowerShell
6 16 (4.72%) JavaScript
6 16 (4.72%) PL/SQL
7 15 (4.42%) Bash Shell
8 13 (3.83%) C#
9 11 (3.24%) Perl
10 10 (2.95%) PHP
10 10 (2.95%) T-SQL
11 5 (1.47%) Go
11 5 (1.47%) R
11 5 (1.47%) Shell Script
12 4 (1.18%) HiveQL
13 3 (0.88%) Ruby
14 2 (0.59%) C++
14 2 (0.59%) Cypher
14 2 (0.59%) PROC SQL
Qualifications
1 98 (28.91%) Security Cleared
2 90 (26.55%) SC Cleared
3 10 (2.95%) BPSS Clearance
4 5 (1.47%) Degree
4 5 (1.47%) DV Cleared
5 4 (1.18%) ISTQB
6 3 (0.88%) CCA
6 3 (0.88%) ISTQB Advanced Certification
7 1 (0.29%) DBS Check
7 1 (0.29%) ISEB
Quality Assurance & Compliance
1 14 (4.13%) Data Quality
1 14 (4.13%) QA
2 3 (0.88%) GDPR
2 3 (0.88%) Sarbanes-Oxley
2 3 (0.88%) SLA
3 2 (0.59%) Disclosure Scotland
4 1 (0.29%) Dodd-Frank
4 1 (0.29%) EMIR
4 1 (0.29%) MiFID
System Software
1 50 (14.75%) HDFS
2 31 (9.14%) Docker
3 16 (4.72%) Active Directory
4 10 (2.95%) Apache Flume
5 8 (2.36%) Apache ZooKeeper
6 3 (0.88%) Oracle RAC
7 2 (0.59%) Virtual Machines
7 2 (0.59%) VMware ESXi
8 1 (0.29%) Hyper-V
8 1 (0.29%) VMware Infrastructure
Systems Management
1 76 (22.42%) Ansible
2 58 (17.11%) Kubernetes
3 36 (10.62%) Terraform
4 23 (6.78%) Hadoop YARN
5 16 (4.72%) Oozie
6 11 (3.24%) Puppet
7 7 (2.06%) Ambari
8 4 (1.18%) Kibana
8 4 (1.18%) Opscode Chef
9 3 (0.88%) logstash
9 3 (0.88%) Packer
10 2 (0.59%) Active Directory Federation Services
10 2 (0.59%) Oracle RMAN
10 2 (0.59%) Single Sign-On
11 1 (0.29%) Control-M
11 1 (0.29%) Nagios
11 1 (0.29%) Opsview
11 1 (0.29%) QRadar
Vendors
1 73 (21.53%) Hortonworks
2 48 (14.16%) Oracle
3 40 (11.80%) Informatica
4 32 (9.44%) Talend
5 28 (8.26%) ServiceNow
6 14 (4.13%) Databricks
6 14 (4.13%) Red Hat
7 12 (3.54%) Ab Initio
7 12 (3.54%) MuleSoft
8 9 (2.65%) Salesforce.com
8 9 (2.65%) SAP
9 8 (2.36%) Microsoft
10 6 (1.77%) Google
10 6 (1.77%) Splunk
10 6 (1.77%) Teradata
11 4 (1.18%) BiZZdesign
11 4 (1.18%) IBM
12 3 (0.88%) Charles River
12 3 (0.88%) StreamSets
12 3 (0.88%) VMware