Period
to 28 July 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 28 July 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
28 Jul 2021
Same period 2020 Same period 2019
Rank 476 377 542
Rank change year-on-year -99 +165 -15
Contract jobs citing Cloudera 302 193 340
As % of all contract jobs advertised in the UK 0.42% 0.52% 0.37%
As % of the Vendors category 1.02% 1.20% 0.88%
Number of daily rates quoted 198 148 244
10th Percentile £417 £413 £422
25th Percentile £490 £463 £500
Median daily rate (50th Percentile) £575 £550 £550
Median % change year-on-year +4.55% - -
75th Percentile £672 £650 £620
90th Percentile £738 £725 £746
UK excluding London median daily rate £495 £538 £500
% change year-on-year -7.91% +7.50% -9.09%
Number of hourly rates quoted 6 0 4
10th Percentile £16.38 " £19.80
25th Percentile £19.81 " £20.73
Median hourly rate £25.00 - £23.33
75th Percentile £26.44 " £36.24
90th Percentile £26.75 " £57.10
UK excluding London median hourly rate £19.50 - £23.33

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 29,619 16,065 38,543
As % of all contract IT jobs advertised in the UK 41.38% 43.41% 42.04%
Number of daily rates quoted 19,040 10,244 24,265
10th Percentile £300 £256 £250
25th Percentile £400 £363 £363
Median daily rate (50th Percentile) £500 £475 £455
Median % change year-on-year +5.26% +4.40% +1.11%
75th Percentile £588 £575 £563
90th Percentile £688 £675 £638
UK excluding London median daily rate £450 £450 £425
% change year-on-year - +5.88% +2.41%
Number of hourly rates quoted 836 558 1,346
10th Percentile £11.29 £11.73 £11.00
25th Percentile £13.50 £14.50 £13.25
Median hourly rate £19.00 £20.00 £18.50
Median % change year-on-year -5.00% +8.11% +5.71%
75th Percentile £42.00 £36.26 £38.75
90th Percentile £57.13 £51.86 £50.00
UK excluding London median hourly rate £17.93 £19.00 £17.50
% change year-on-year -5.66% +8.57% +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 28 July 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 28 July 2021.

Hourly rate histogram 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 28 July 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 -80 249 £575 +4.55% 35
London -91 119 £613 +11.36% 25
Work from Home -194 114 £550 -6.38% 6
UK excluding London -79 103 £495 -7.91% 11
Midlands -22 35 £490 +13.29% 4
West Midlands -15 32 £490 +13.29% 2
North of England -73 22 £600 -7.69% 1
North West -58 16 £600 -7.69% 1
South East -43 15 £520 +4.00% 2
East of England - 14 £354 - 1
Scotland -46 9 £475 -
Wales -9 7 £525 +16.67% 3
Yorkshire -16 3 - -
North East - 3 £600 -
East Midlands - 2 £500 - 2
South West -27 1 - -

For the 6 months to 28 July 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.

1 186 (61.59%) Hadoop
2 154 (50.99%) Big Data
3 138 (45.70%) AWS
4 112 (37.09%) DevOps
5 102 (33.77%) Apache Spark
6 100 (33.11%) SQL
7 98 (32.45%) Python
8 92 (30.46%) Apache Hive
9 86 (28.48%) Azure
10 85 (28.15%) Security Cleared
11 83 (27.48%) Kafka
12 82 (27.15%) Linux
13 78 (25.83%) Java
14 74 (24.50%) SC Cleared
15 67 (22.19%) Scala
16 66 (21.85%) Ansible
17 62 (20.53%) Impala
18 61 (20.20%) Agile Software Development
19 58 (19.21%) Kubernetes
20 56 (18.54%) ETL
21 55 (18.21%) Hortonworks
21 55 (18.21%) Social Skills
22 53 (17.55%) Terraform
23 47 (15.56%) Data Modelling
24 46 (15.23%) Unix
25 45 (14.90%) HDFS
26 44 (14.57%) Finance
27 43 (14.24%) Jenkins
28 40 (13.25%) Docker
28 40 (13.25%) Relational Database

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
1 102 (33.77%) Apache Spark
2 36 (11.92%) Confluence
3 24 (7.95%) Apache Airflow
4 23 (7.62%) Apache
4 23 (7.62%) Elasticsearch
5 8 (2.65%) Apache Pig
6 6 (1.99%) Apache Pulsar
7 4 (1.32%) Apache Solr
7 4 (1.32%) SAS
8 3 (0.99%) SharePoint
8 3 (0.99%) Tomcat
9 2 (0.66%) IBM Domino
10 1 (0.33%) CICS
10 1 (0.33%) IBM HTTP Server
10 1 (0.33%) MQSeries
Applications
1 10 (3.31%) Spreadsheet
Business Applications
1 4 (1.32%) assyst
2 2 (0.66%) SAP S/4HANA
3 1 (0.33%) Oracle BPM
3 1 (0.33%) SAP Oil and Gas
Cloud Services
1 138 (45.70%) AWS
2 86 (28.48%) Azure
3 34 (11.26%) Amazon S3
4 23 (7.62%) GCP
5 20 (6.62%) Serverless
6 12 (3.97%) Azure Cosmos DB
7 11 (3.64%) AWS Lambda
7 11 (3.64%) Power Platform
8 9 (2.98%) Amazon EC2
8 9 (2.98%) Azure Storage
8 9 (2.98%) PaaS
9 8 (2.65%) Azure Active Directory
10 7 (2.32%) Azure App Service
10 7 (2.32%) SaaS
11 5 (1.66%) Amazon ECS
11 5 (1.66%) Amazon EKS
11 5 (1.66%) Azure Data Factory
11 5 (1.66%) Azure Functions
11 5 (1.66%) Azure Service Bus
11 5 (1.66%) Collibra
Communications & Networking
1 23 (7.62%) Kerberos
2 14 (4.64%) Firewall
3 10 (3.31%) SSL
4 4 (1.32%) HTTP
4 4 (1.32%) HTTPS
5 1 (0.33%) Broadband
5 1 (0.33%) Internet
5 1 (0.33%) NAS
5 1 (0.33%) PuTTY
5 1 (0.33%) Remote Desktop
5 1 (0.33%) SAN
5 1 (0.33%) tcpdump
5 1 (0.33%) Wireshark
Database & Business Intelligence
1 186 (61.59%) Hadoop
2 154 (50.99%) Big Data
3 92 (30.46%) Apache Hive
4 62 (20.53%) Impala
5 40 (13.25%) Relational Database
6 35 (11.59%) HBase
7 31 (10.26%) Pentaho
8 25 (8.28%) NoSQL
9 22 (7.28%) Cloudera CDH
10 20 (6.62%) MongoDB
11 19 (6.29%) Data Lake
11 19 (6.29%) Data Warehouse
12 17 (5.63%) Sqoop
13 14 (4.64%) MySQL
13 14 (4.64%) Presto
14 13 (4.30%) Flink
14 13 (4.30%) Metadata
14 13 (4.30%) RDBMS
15 11 (3.64%) Power BI
15 11 (3.64%) Spark SQL
Development Applications
1 43 (14.24%) Jenkins
2 37 (12.25%) JIRA
3 34 (11.26%) Git (software)
3 34 (11.26%) GitLab
4 15 (4.97%) Bitbucket
5 8 (2.65%) ERwin
6 6 (1.99%) Maven
7 3 (0.99%) Cucumber
7 3 (0.99%) Eclipse
7 3 (0.99%) Hudson
7 3 (0.99%) JUnit
7 3 (0.99%) Oracle APEX
7 3 (0.99%) Subversion
7 3 (0.99%) TeamCity
8 2 (0.66%) Octopus Deploy
8 2 (0.66%) PowerDesigner
9 1 (0.33%) CircleCI
9 1 (0.33%) IntelliJ
9 1 (0.33%) ProC
9 1 (0.33%) SonarQube
General
1 55 (18.21%) Social Skills
2 44 (14.57%) Finance
3 33 (10.93%) Public Sector
4 31 (10.26%) Analytical Skills
5 28 (9.27%) Banking
6 11 (3.64%) Presentation Skills
7 5 (1.66%) Telecoms
8 4 (1.32%) Documentation Skills
8 4 (1.32%) Marketing
9 3 (0.99%) Digital Economy
9 3 (0.99%) Investment Banking
10 2 (0.66%) Games
11 1 (0.33%) Electronics
11 1 (0.33%) Front Office
11 1 (0.33%) Law
11 1 (0.33%) Manufacturing
Job Titles
1 83 (27.48%) Data Engineer
2 51 (16.89%) Architect
3 38 (12.58%) Big Data Engineer
4 31 (10.26%) Cloud Engineer
4 31 (10.26%) DevOps Engineer
5 28 (9.27%) Data Architect
6 26 (8.61%) Administrator
6 26 (8.61%) Developer
7 25 (8.28%) Cloud Architect
8 20 (6.62%) AWS DevOps
9 18 (5.96%) Azure Engineer
10 16 (5.30%) AWS Engineer
11 15 (4.97%) Consultant
11 15 (4.97%) Software Engineer
12 14 (4.64%) Hadoop Engineer
12 14 (4.64%) Solutions Architect
13 13 (4.30%) Azure Architect
13 13 (4.30%) Azure DevOps Engineer
13 13 (4.30%) Big Data Architect
13 13 (4.30%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 83 (27.48%) Kafka
2 30 (9.93%) Apache NiFi
3 26 (8.61%) PySpark
4 15 (4.97%) Web Services
5 10 (3.31%) RabbitMQ
6 9 (2.98%) .NET
7 8 (2.65%) Spark Streaming
8 7 (2.32%) SAML
9 6 (1.99%) AngularJS
9 6 (1.99%) HTML
9 6 (1.99%) Lambda Expressions
9 6 (1.99%) React
10 5 (1.66%) HTML5
11 4 (1.32%) MLlib
11 4 (1.32%) Oracle GoldenGate
11 4 (1.32%) Spring
11 4 (1.32%) TensorFlow
12 3 (0.99%) GraphX
13 2 (0.66%) Pandas
13 2 (0.66%) Spring Boot
Miscellaneous
1 15 (4.97%) Cloud Native
2 12 (3.97%) Self-Motivation
3 11 (3.64%) Video Conferencing
4 10 (3.31%) Data Centre
4 10 (3.31%) iPad
5 9 (2.98%) Data Structures
6 6 (1.99%) Hybrid Cloud
7 5 (1.66%) Public Cloud
8 4 (1.32%) Legacy Applications
9 3 (0.99%) Analytical Mindset
10 2 (0.66%) Algorithms
10 2 (0.66%) Clustering
10 2 (0.66%) Credit Risk
10 2 (0.66%) Data Protection Act
10 2 (0.66%) Mainframe
10 2 (0.66%) Management Information System
10 2 (0.66%) Mobile App
11 1 (0.33%) Equities
11 1 (0.33%) Fixed Income
11 1 (0.33%) IVR
Operating Systems
1 82 (27.15%) Linux
2 46 (15.23%) Unix
3 23 (7.62%) Windows
4 9 (2.98%) Ubuntu
5 8 (2.65%) Red Hat Enterprise Linux
6 6 (1.99%) CentOS
7 3 (0.99%) Debian
Processes & Methodologies
1 112 (37.09%) DevOps
2 61 (20.20%) Agile Software Development
3 56 (18.54%) ETL
4 47 (15.56%) Data Modelling
5 40 (13.25%) Analytics
6 39 (12.91%) Migration
7 38 (12.58%) Problem-Solving
8 37 (12.25%) Data Engineering
9 36 (11.92%) Software Engineering
10 31 (10.26%) Configuration Management
11 30 (9.93%) Data Ingestion
12 29 (9.60%) Data Integration
13 28 (9.27%) Data Pipeline
14 23 (7.62%) Scrum
15 22 (7.28%) Microservices
16 20 (6.62%) Technical Architecture
17 19 (6.29%) Business Intelligence
17 19 (6.29%) Performance Tuning
18 18 (5.96%) Test Automation
19 17 (5.63%) Data Architecture
Programming Languages
1 100 (33.11%) SQL
2 98 (32.45%) Python
3 78 (25.83%) Java
4 67 (22.19%) Scala
5 16 (5.30%) PowerShell
5 16 (5.30%) Shell Script
6 12 (3.97%) JavaScript
7 10 (3.31%) Bash Shell
8 9 (2.98%) C#
9 7 (2.32%) PL/SQL
10 5 (1.66%) Perl
10 5 (1.66%) PHP
11 4 (1.32%) R
11 4 (1.32%) T-SQL
12 3 (0.99%) HiveQL
13 2 (0.66%) Cypher
13 2 (0.66%) Go
13 2 (0.66%) Ruby
14 1 (0.33%) Haskell
14 1 (0.33%) SAS Macro
Qualifications
1 85 (28.15%) Security Cleared
2 74 (24.50%) SC Cleared
3 7 (2.32%) CCA
3 7 (2.32%) Degree
3 7 (2.32%) DV Cleared
4 4 (1.32%) BPSS Clearance
5 3 (0.99%) Computer Science Degree
6 1 (0.33%) AWS Certification
Quality Assurance & Compliance
1 11 (3.64%) QA
2 10 (3.31%) Data Quality
3 9 (2.98%) SLA
4 2 (0.66%) Disclosure Scotland
4 2 (0.66%) GDPR
4 2 (0.66%) Sarbanes-Oxley
5 1 (0.33%) Dodd-Frank
5 1 (0.33%) EMIR
5 1 (0.33%) MiFID
5 1 (0.33%) PMO
System Software
1 45 (14.90%) HDFS
2 40 (13.25%) Docker
3 21 (6.95%) Active Directory
4 17 (5.63%) Apache Flume
5 8 (2.65%) Apache ZooKeeper
6 1 (0.33%) Oracle RAC
Systems Management
1 66 (21.85%) Ansible
2 58 (19.21%) Kubernetes
3 53 (17.55%) Terraform
4 29 (9.60%) Hadoop YARN
5 27 (8.94%) Oozie
6 17 (5.63%) Puppet
7 16 (5.30%) Ambari
8 7 (2.32%) Kibana
9 5 (1.66%) Grafana
10 4 (1.32%) Packer
11 3 (0.99%) Active Directory Federation Services
11 3 (0.99%) Apache Slider
11 3 (0.99%) Opscode Chef
12 2 (0.66%) logstash
13 1 (0.33%) Control-M
Vendors
1 55 (18.21%) Hortonworks
2 36 (11.92%) Oracle
3 28 (9.27%) Informatica
4 20 (6.62%) ServiceNow
5 15 (4.97%) Microsoft
6 14 (4.64%) Talend
7 10 (3.31%) Databricks
8 6 (1.99%) IBM
8 6 (1.99%) StreamSets
8 6 (1.99%) Teradata
8 6 (1.99%) VMware
9 5 (1.66%) Ab Initio
9 5 (1.66%) Google
9 5 (1.66%) SAP
10 4 (1.32%) BT
10 4 (1.32%) MuleSoft
10 4 (1.32%) Red Hat
10 4 (1.32%) Salesforce.com
11 3 (0.99%) Cisco
11 3 (0.99%) Splunk