Period
to 26 June 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 26 June 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
26 Jun 2019
Same period 2018 Same period 2017
Rank 517 472 504
Rank change year-on-year -45 +32 +217
Contract jobs citing Cloudera 356 443 361
As % of all contract IT jobs advertised in the UK 0.39% 0.44% 0.39%
As % of the Vendors category 0.92% 1.06% 0.89%
Number of daily rates quoted 265 299 222
UK median daily rate £550 £550 £510
Median daily rate % change year-on-year - +7.84% -7.27%
10th Percentile £453 £425 £350
90th Percentile £738 £688 £649
UK excluding London median daily rate £538 £550 £463
% change year-on-year -2.27% +18.92% -7.50%
Number of hourly rates quoted 1 3 0
UK median hourly rate £69.00 £44.50 -
Median hourly rate % change year-on-year +55.06% - -
UK excluding London median hourly rate £69.00 £31.69 -
% change year-on-year +117.77% - -

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 38,526 41,776 40,444
As % of all contract IT jobs advertised in the UK 42.27% 41.47% 44.06%
Number of daily rates quoted 23,929 25,819 24,751
UK median daily rate £455 £450 £425
Median daily rate % change year-on-year +1.11% +5.88% +3.03%
10th Percentile £258 £250 £250
90th Percentile £638 £625 £600
UK excluding London median daily rate £425 £413 £400
% change year-on-year +3.03% +3.13% +3.23%
Number of hourly rates quoted 1,356 1,535 1,427
UK median hourly rate £19.03 £17.50 £17.30
Median hourly rate % change year-on-year +8.74% +1.16% -6.49%
10th Percentile £11.08 £10.77 £10.40
90th Percentile £50.00 £47.50 £47.50
UK excluding London median hourly rate £17.50 £16.00 £16.43
% change year-on-year +9.38% -2.62% -8.72%

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 26 June 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 26 June 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 -33 333 £550 - 6
UK excluding London -38 174 £538 -2.27% 1
London +14 169 £575 +4.55% 5
North of England +61 86 £550 -7.56%
North West +82 78 £550 -8.33%
South East -75 34 £475 -13.64%
Midlands +4 23 £475 -5.00%
West Midlands +17 20 £490 +1.82%
Scotland +23 12 £550 +26.44%
Wales -21 8 £138 -73.81%
South West -26 7 £560 +14.87%
North East +19 5 £476 +0.21%
Yorkshire +9 3 £538 +7.50%
East Midlands -2 3 £458 -8.50%
Northern Ireland - 2 - -
East of England -7 1 £450 +9.09% 1

For the 6 months to 26 June 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.

1 247 (69.38%) Hadoop
2 238 (66.85%) Big Data
3 166 (46.63%) Amazon AWS
4 162 (45.51%) Python
5 149 (41.85%) Apache Spark
6 134 (37.64%) DevOps
7 130 (36.52%) Apache Hive
8 105 (29.49%) Hortonworks
9 87 (24.44%) Jenkins
10 85 (23.88%) Kafka
10 85 (23.88%) Linux
11 84 (23.60%) Agile Software Development
12 79 (22.19%) Java
12 79 (22.19%) SQL
12 79 (22.19%) Microsoft Azure
13 69 (19.38%) Impala
14 67 (18.82%) Docker
15 66 (18.54%) Oracle
15 66 (18.54%) Finance
15 66 (18.54%) Terraform
16 65 (18.26%) Ansible
16 65 (18.26%) Analytics
17 55 (15.45%) Puppet
18 53 (14.89%) Apache Flume
19 52 (14.61%) Data Modelling
20 51 (14.33%) Migration
20 51 (14.33%) Data Lake
21 47 (13.20%) Data Warehouse
21 47 (13.20%) Kubernetes
22 43 (12.08%) HBase

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
1 149 (41.85%) Apache Spark
2 16 (4.49%) SAS
3 14 (3.93%) Apache Solr
3 14 (3.93%) Elasticsearch
4 11 (3.09%) Confluence
5 9 (2.53%) Apache
6 4 (1.12%) Tomcat
7 2 (0.56%) Apache Airflow
7 2 (0.56%) Apache Pig
8 1 (0.28%) Jupyter
Applications
1 18 (5.06%) Microsoft Excel
2 3 (0.84%) SPSS
3 2 (0.56%) MS Visio
3 2 (0.56%) Stata
Business Applications
1 6 (1.69%) assyst
2 4 (1.12%) SAP HR
Cloud Services
1 166 (46.63%) Amazon AWS
2 79 (22.19%) Microsoft Azure
3 25 (7.02%) Amazon EMR
4 22 (6.18%) Google Cloud Platform
5 13 (3.65%) Amazon S3
5 13 (3.65%) Power Platform
6 12 (3.37%) Datadog
7 8 (2.25%) SaaS
8 6 (1.69%) PaaS
9 4 (1.12%) Amazon EC2
9 4 (1.12%) Cloud Computing
10 3 (0.84%) Force.com
11 2 (0.56%) Amazon ECS
11 2 (0.56%) Amazon Kinesis
11 2 (0.56%) Amazon SageMaker
11 2 (0.56%) OpenShift
11 2 (0.56%) Virtual Private Cloud
12 1 (0.28%) AWS Lambda
12 1 (0.28%) Serverless
12 1 (0.28%) Trello
Communications & Networking
1 22 (6.18%) Kerberos
2 14 (3.93%) SSL
3 13 (3.65%) DNS
4 3 (0.84%) ICMP
4 3 (0.84%) Network Security
4 3 (0.84%) SAN
4 3 (0.84%) VPN
5 1 (0.28%) DMZ
5 1 (0.28%) Firewall
5 1 (0.28%) Internet
Database & Business Intelligence
1 247 (69.38%) Hadoop
2 238 (66.85%) Big Data
3 130 (36.52%) Apache Hive
4 69 (19.38%) Impala
5 51 (14.33%) Data Lake
6 47 (13.20%) Data Warehouse
7 43 (12.08%) HBase
8 34 (9.55%) SQL Server
9 23 (6.46%) Sqoop
10 22 (6.18%) Amazon RDS
11 21 (5.90%) Oracle Database
11 21 (5.90%) Pentaho
12 20 (5.62%) Apache Cassandra
13 14 (3.93%) Amazon Redshift
14 13 (3.65%) Cloudera CDH
14 13 (3.65%) Power BI
15 12 (3.37%) Flink
15 12 (3.37%) MongoDB
16 11 (3.09%) NoSQL
16 11 (3.09%) Qlik Sense
Development Applications
1 87 (24.44%) Jenkins
2 42 (11.80%) Git (software)
3 32 (8.99%) GitLab
4 23 (6.46%) JIRA
5 17 (4.78%) Maven
6 14 (3.93%) Sonatype Nexus
7 13 (3.65%) Artifactory
8 12 (3.37%) Subversion
9 9 (2.53%) FindBugs
10 8 (2.25%) Bitbucket
11 7 (1.97%) Eclipse
12 6 (1.69%) IntelliJ
12 6 (1.69%) RStudio
13 5 (1.40%) JUnit
14 4 (1.12%) ERwin
14 4 (1.12%) Log4j
14 4 (1.12%) Mercurial
14 4 (1.12%) SonarQube
15 3 (0.84%) Atlassian Bamboo
15 3 (0.84%) Terragrunt
General
1 66 (18.54%) Finance
2 13 (3.65%) Banking
3 6 (1.69%) Legal
3 6 (1.69%) Retail
4 5 (1.40%) Publishing
5 3 (0.84%) Investment Banking
5 3 (0.84%) Retail Banking
6 1 (0.28%) Financial Institution
6 1 (0.28%) Front Office
6 1 (0.28%) Marketing
6 1 (0.28%) Pharmaceutical
6 1 (0.28%) Telecoms
Job Titles
1 125 (35.11%) Data Engineer
2 95 (26.69%) Big Data Engineer
3 55 (15.45%) Architect
4 54 (15.17%) Cloud Engineer
5 47 (13.20%) DevOps Engineer
6 38 (10.67%) Data Architect
7 32 (8.99%) Hadoop Engineer
8 31 (8.71%) Developer
9 25 (7.02%) Python Engineer
10 22 (6.18%) Analyst
11 17 (4.78%) Big Data Developer
11 17 (4.78%) Cloud Architect
12 16 (4.49%) Administrator
12 16 (4.49%) Big Data Architect
13 15 (4.21%) DBA
13 15 (4.21%) Java Developer
14 14 (3.93%) AWS DevOps
14 14 (3.93%) AWS Engineer
15 13 (3.65%) Delivery Manager
16 12 (3.37%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 85 (23.88%) Kafka
2 27 (7.58%) Web Services
3 19 (5.34%) Spring
4 16 (4.49%) PySpark
5 15 (4.21%) Spark Streaming
6 11 (3.09%) Spring Boot
7 5 (1.40%) RabbitMQ
7 5 (1.40%) REST
8 3 (0.84%) LAMP
8 3 (0.84%) Velocity
9 2 (0.56%) JSON
9 2 (0.56%) LAPP Stack
9 2 (0.56%) LDAP
9 2 (0.56%) Middleware
9 2 (0.56%) MLlib
9 2 (0.56%) TensorFlow
10 1 (0.28%) Java EE
10 1 (0.28%) JMS
10 1 (0.28%) MDX
10 1 (0.28%) SAML
Miscellaneous
1 34 (9.55%) Analytical Skills
2 7 (1.97%) Cloud Native
2 7 (1.97%) Self-Motivation
3 5 (1.40%) Data Structures
3 5 (1.40%) Greenfield Project
3 5 (1.40%) Management Information System
4 4 (1.12%) Algorithms
5 3 (0.84%) Replication
6 2 (0.56%) Enterprise Software
6 2 (0.56%) Taxonomies
7 1 (0.28%) Clustering
7 1 (0.28%) Credit Risk
7 1 (0.28%) Data Protection Act
7 1 (0.28%) Enterprise Cloud
7 1 (0.28%) Mainframe
7 1 (0.28%) Oracle Exalytics
7 1 (0.28%) Public Cloud
Operating Systems
1 85 (23.88%) Linux
2 36 (10.11%) Unix
3 28 (7.87%) Red Hat Enterprise Linux
4 12 (3.37%) Solaris
5 6 (1.69%) CentOS
6 5 (1.40%) Ubuntu
7 4 (1.12%) Debian
8 3 (0.84%) SUSE Linux Enterprise Server
8 3 (0.84%) Windows
9 1 (0.28%) Windows Server
9 1 (0.28%) Windows Server 2008
9 1 (0.28%) Windows Server 2012
Processes & Methodologies
1 134 (37.64%) DevOps
2 84 (23.60%) Agile Software Development
3 65 (18.26%) Analytics
4 52 (14.61%) Data Modelling
5 51 (14.33%) Migration
6 39 (10.96%) Scrum
7 38 (10.67%) Data Engineering
8 35 (9.83%) Data Analysis
9 34 (9.55%) ETL
9 34 (9.55%) SDLC
10 33 (9.27%) Data Science
11 31 (8.71%) Business Intelligence
12 29 (8.15%) Single Customer View
13 28 (7.87%) Data Migration
13 28 (7.87%) Digital Transformation Programme
14 27 (7.58%) Use Case
15 26 (7.30%) Stakeholder Management
16 22 (6.18%) Data Ingestion
16 22 (6.18%) Performance Tuning
17 21 (5.90%) Machine Learning
Programming Languages
1 162 (45.51%) Python
2 79 (22.19%) Java
2 79 (22.19%) SQL
3 32 (8.99%) Scala
4 26 (7.30%) Shell Script
5 22 (6.18%) Bash Shell
6 18 (5.06%) R
7 4 (1.12%) C++
7 4 (1.12%) Perl
7 4 (1.12%) Ruby
8 3 (0.84%) PL/SQL
8 3 (0.84%) PowerShell
9 2 (0.56%) Korn
10 1 (0.28%) C
10 1 (0.28%) Go
10 1 (0.28%) Java 8
10 1 (0.28%) T-SQL
Qualifications
1 43 (12.08%) Security Cleared
2 40 (11.24%) SC Cleared
3 33 (9.27%) Degree
4 19 (5.34%) RHCE
5 18 (5.06%) CCA
5 18 (5.06%) PMI Certification
5 18 (5.06%) PMP
6 16 (4.49%) Master's Degree
7 6 (1.69%) ITIL Certification
7 6 (1.69%) Numerate Degree
7 6 (1.69%) TOGAF Certification
8 2 (0.56%) AWS Certification
9 1 (0.28%) BPSS Clearance
9 1 (0.28%) DV Cleared
9 1 (0.28%) ISEB
9 1 (0.28%) ISTQB
9 1 (0.28%) ITIL Foundation Certificate
9 1 (0.28%) PhD
9 1 (0.28%) Server+ Certification
Quality Assurance & Compliance
1 13 (3.65%) QA
2 8 (2.25%) Data Quality
3 4 (1.12%) GDPR
4 3 (0.84%) ISO/IEC 27001
5 1 (0.28%) IFRS
5 1 (0.28%) NCSC
5 1 (0.28%) PCI DSS
System Software
1 67 (18.82%) Docker
2 53 (14.89%) Apache Flume
3 33 (9.27%) HDFS
4 17 (4.78%) Oracle RAC
5 16 (4.49%) Active Directory
6 3 (0.84%) Apache ZooKeeper
7 1 (0.28%) Cronacle
7 1 (0.28%) Samba
7 1 (0.28%) Veritas Cluster Server
7 1 (0.28%) Veritas File System
7 1 (0.28%) Veritas Volume Manager
7 1 (0.28%) VMware ESXi
7 1 (0.28%) VMware Infrastructure
Systems Management
1 66 (18.54%) Terraform
2 65 (18.26%) Ansible
3 55 (15.45%) Puppet
4 47 (13.20%) Kubernetes
5 36 (10.11%) Hadoop YARN
6 22 (6.18%) Opscode Chef
7 14 (3.93%) Oozie
7 14 (3.93%) Packer
8 2 (0.56%) Ambari
8 2 (0.56%) logstash
9 1 (0.28%) Consul
9 1 (0.28%) Control-M
9 1 (0.28%) HAProxy
9 1 (0.28%) Microsoft Clustering
9 1 (0.28%) NetBackup
9 1 (0.28%) Single Sign-On
9 1 (0.28%) Suricata
9 1 (0.28%) Webmin
Vendors
1 105 (29.49%) Hortonworks
2 66 (18.54%) Oracle
3 39 (10.96%) Talend
4 31 (8.71%) Informatica
5 25 (7.02%) Red Hat
6 21 (5.90%) Microsoft
7 14 (3.93%) Google
7 14 (3.93%) Tableau
8 12 (3.37%) Qualys
8 12 (3.37%) Splunk
9 11 (3.09%) MapR
10 8 (2.25%) SAP
11 7 (1.97%) Teradata
12 4 (1.12%) Sybase
12 4 (1.12%) Workday
13 3 (0.84%) Databricks
13 3 (0.84%) Dell
13 3 (0.84%) Gemalto
13 3 (0.84%) MicroStrategy
13 3 (0.84%) Vertica