Period
to 19 January 2019

The table below provides summary statistics for contract job vacancies advertised in England 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 19 January 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 > England
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 494 501 592
Rank change year-on-year +7 +91 +105
Contract jobs citing Cloudera 381 364 248
As % of all contract IT jobs advertised in England 0.42% 0.39% 0.28%
As % of the Vendors category 1.00% 0.93% 0.61%
Number of daily rates quoted 278 235 140
England median daily rate £550 £550 £525
Median daily rate % change year-on-year - +4.76% -4.55%
10th Percentile £450 £400 £400
90th Percentile £725 £675 £660
UK median daily rate £538 £550 £525
% change year-on-year -2.27% +4.76% -4.55%
Number of hourly rates quoted 1 0 0
England median hourly rate £55.00 - -
UK median hourly rate £55.00 - -

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 advertised in England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 38,243 38,996 40,551
As % of all contract IT jobs advertised in England 42.26% 42.26% 45.05%
Number of daily rates quoted 23,974 24,787 25,114
England median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88% +4.94%
10th Percentile £260 £240 £250
90th Percentile £638 £625 £590
UK median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +6.25%
Number of hourly rates quoted 1,377 1,268 1,482
England median hourly rate £17.50 £17.46 £17.50
Median hourly rate % change year-on-year +0.26% -0.26% -
10th Percentile £10.75 £10.72 £10.25
90th Percentile £47.50 £45.08 £45.00
UK median hourly rate £17.50 £17.43 £17.00
% change year-on-year +0.40% +2.53% -5.56%

Cloudera
Job Vacancy Trend in England

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

Job vacancy trend for Cloudera in England

Cloudera
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Cloudera in England

Cloudera
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Cloudera in England over the 6 months to 19 January 2019.

Contractor daily rate histogram for Cloudera in England

Cloudera
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Cloudera within the England region over the 6 months to 19 January 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
London +48 234 £550 -4.35% 36
North of England +47 73 £650 +36.84% 9
North West +42 46 £700 +16.67% 8
South East -100 46 £525 -4.55% 1
Yorkshire +4 19 £550 +12.82%
Midlands -6 16 £500 +2.56% 2
East Midlands +8 9 £550 +10.00% 1
North East -6 8 £475 - 1
East of England -6 8 £406 -14.02% 1
West Midlands -3 7 £438 -9.09% 1
South West -30 1 - - 4
Cloudera
UK

For the 6 months to 19 January 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 across the England region with a requirement for Cloudera.

1 296 (77.69%) Hadoop
2 287 (75.33%) Big Data
3 188 (49.34%) Apache Hive
3 188 (49.34%) Python
4 172 (45.14%) Amazon AWS
5 155 (40.68%) Apache Spark
6 154 (40.42%) Agile Software Development
7 149 (39.11%) Hortonworks
8 122 (32.02%) Impala
9 118 (30.97%) SQL
10 90 (23.62%) ETL
11 89 (23.36%) Kafka
12 83 (21.78%) Analytics
13 82 (21.52%) Unix
14 79 (20.73%) Ansible
15 78 (20.47%) Oracle
16 77 (20.21%) Java
16 77 (20.21%) Data Science
17 76 (19.95%) Scala
18 74 (19.42%) Scrum
19 71 (18.64%) Linux
19 71 (18.64%) Business Intelligence
19 71 (18.64%) HDFS
20 69 (18.11%) DevOps
21 67 (17.59%) Sqoop
22 65 (17.06%) Microsoft Azure
23 64 (16.80%) Hadoop YARN
24 62 (16.27%) Jenkins
24 62 (16.27%) HBase
25 58 (15.22%) Continuous Integration

Cloudera
Co-occurring IT Skills in England 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
1 155 (40.68%) Apache Spark
2 29 (7.61%) Elasticsearch
3 26 (6.82%) Apache
4 20 (5.25%) Confluence
5 12 (3.15%) Apache Solr
5 12 (3.15%) SAS
6 10 (2.62%) Apache Pig
7 2 (0.52%) K2 blackpearl
7 2 (0.52%) SharePoint
7 2 (0.52%) SharePoint 2013
7 2 (0.52%) Tomcat
8 1 (0.26%) OpenStack
8 1 (0.26%) WebSphere
Applications
1 28 (7.35%) Microsoft Excel
1 28 (7.35%) MS Visio
2 3 (0.79%) Microsoft Office
3 2 (0.52%) SPSS
Business Applications
1 2 (0.52%) SAP Oil and Gas
2 1 (0.26%) SAP ERP
Cloud Services
1 172 (45.14%) Amazon AWS
2 65 (17.06%) Microsoft Azure
3 50 (13.12%) Amazon EMR
4 39 (10.24%) Amazon S3
5 36 (9.45%) Amazon EC2
6 28 (7.35%) Virtual Private Cloud
7 15 (3.94%) Cloud Computing
8 9 (2.36%) Google Cloud Platform
8 9 (2.36%) PaaS
9 8 (2.10%) IaaS
10 6 (1.57%) Amazon Kinesis
10 6 (1.57%) OpenShift
11 4 (1.05%) SaaS
12 3 (0.79%) Azure Machine Learning
13 2 (0.52%) Adobe Analytics
13 2 (0.52%) AWS CloudFormation
13 2 (0.52%) AWS Lambda
13 2 (0.52%) Azure Active Directory
13 2 (0.52%) Office 365
13 2 (0.52%) Serverless
Communications & Networking
1 9 (2.36%) SSL
1 9 (2.36%) VPN
2 8 (2.10%) Firewall
3 7 (1.84%) Kerberos
4 6 (1.57%) DNS
4 6 (1.57%) HTTP
4 6 (1.57%) HTTPS
5 3 (0.79%) ICMP
5 3 (0.79%) Internet
5 3 (0.79%) Network Security
6 1 (0.26%) BIG-IP
6 1 (0.26%) Reverse Proxy
Database & Business Intelligence
1 296 (77.69%) Hadoop
2 287 (75.33%) Big Data
3 188 (49.34%) Apache Hive
4 122 (32.02%) Impala
5 67 (17.59%) Sqoop
6 62 (16.27%) HBase
7 58 (15.22%) Data Lake
8 57 (14.96%) Data Warehouse
9 54 (14.17%) SQL Server
10 46 (12.07%) NoSQL
11 45 (11.81%) Relational Database
12 40 (10.50%) Power BI
13 34 (8.92%) Apache Cassandra
14 28 (7.35%) MongoDB
15 19 (4.99%) MySQL
15 19 (4.99%) Spark SQL
16 17 (4.46%) Cloudera CDH
17 15 (3.94%) Pentaho
18 11 (2.89%) BusinessObjects
19 10 (2.62%) Qlik Sense
Development Applications
1 62 (16.27%) Jenkins
2 35 (9.19%) JIRA
3 24 (6.30%) Artifactory
4 23 (6.04%) Git (software)
5 21 (5.51%) Bitbucket
6 6 (1.57%) Subversion
7 2 (0.52%) SoapUI
7 2 (0.52%) SonarQube
7 2 (0.52%) Sonatype Nexus
8 1 (0.26%) ERwin
8 1 (0.26%) JIRA Agile
8 1 (0.26%) JUnit
8 1 (0.26%) Maven
8 1 (0.26%) Selenium
8 1 (0.26%) SQL Server Management Studio (SSMS)
8 1 (0.26%) Team Foundation Server
8 1 (0.26%) Toad
General
1 50 (13.12%) Finance
2 23 (6.04%) Legal
3 17 (4.46%) Banking
4 11 (2.89%) Retail
5 9 (2.36%) Front Office
6 8 (2.10%) Investment Banking
7 4 (1.05%) Publishing
8 3 (0.79%) Games
8 3 (0.79%) Marketing
9 2 (0.52%) Pharmaceutical
10 1 (0.26%) Financial Institution
Job Titles
1 110 (28.87%) Data Engineer
2 57 (14.96%) Architect
3 53 (13.91%) Big Data Engineer
4 40 (10.50%) Python Engineer
5 36 (9.45%) Data Architect
6 30 (7.87%) Developer
7 28 (7.35%) Platform Engineer
8 27 (7.09%) Data Scientist
9 24 (6.30%) Big Data Architect
10 20 (5.25%) Consultant
10 20 (5.25%) DevOps Engineer
11 19 (4.99%) Administrator
11 19 (4.99%) Hadoop Engineer
11 19 (4.99%) Senior Unix Engineer
11 19 (4.99%) Unix Engineer
12 18 (4.72%) Data Consultant
13 17 (4.46%) AWS Engineer
13 17 (4.46%) Big Data Consultant
13 17 (4.46%) Cloud Architect
13 17 (4.46%) Solutions Architect
Libraries, Frameworks & Software Standards
1 89 (23.36%) Kafka
2 38 (9.97%) PySpark
3 28 (7.35%) Spark Streaming
4 25 (6.56%) MLlib
5 17 (4.46%) TensorFlow
5 17 (4.46%) Theano
5 17 (4.46%) Torch
6 12 (3.15%) Web Services
7 9 (2.36%) Elastic Stack
7 9 (2.36%) Oracle GoldenGate
7 9 (2.36%) RabbitMQ
8 8 (2.10%) JSON
8 8 (2.10%) LDAP
8 8 (2.10%) OAuth
8 8 (2.10%) SAML
8 8 (2.10%) XML
9 7 (1.84%) Apache NiFi
10 6 (1.57%) FIX Protocol
10 6 (1.57%) FpML
10 6 (1.57%) XSD
Miscellaneous
1 53 (13.91%) Analytical Skills
2 30 (7.87%) Algorithms
3 28 (7.35%) Wiki
4 10 (2.62%) Data Centre
4 10 (2.62%) Self-Motivation
5 7 (1.84%) Enterprise Software
6 6 (1.57%) Fixed Income
6 6 (1.57%) Management Information System
7 5 (1.31%) Data Structures
7 5 (1.31%) Virtual Team
8 4 (1.05%) Public Cloud
9 3 (0.79%) Cyber Defence
9 3 (0.79%) Hybrid Cloud
9 3 (0.79%) User Experience
10 2 (0.52%) Fintech
10 2 (0.52%) Greenfield Project
10 2 (0.52%) Linux Command Line
10 2 (0.52%) PMI
10 2 (0.52%) Private Cloud
11 1 (0.26%) Equities
Operating Systems
1 82 (21.52%) Unix
2 71 (18.64%) Linux
3 31 (8.14%) Windows
4 9 (2.36%) Solaris
5 7 (1.84%) Red Hat Enterprise Linux
6 3 (0.79%) CentOS
7 2 (0.52%) DC/OS
8 1 (0.26%) Ubuntu
Processes & Methodologies
1 154 (40.42%) Agile Software Development
2 90 (23.62%) ETL
3 83 (21.78%) Analytics
4 77 (20.21%) Data Science
5 74 (19.42%) Scrum
6 71 (18.64%) Business Intelligence
7 69 (18.11%) DevOps
8 58 (15.22%) Continuous Integration
9 57 (14.96%) Data Modelling
9 57 (14.96%) Visualisation
10 54 (14.17%) Data Analysis
11 51 (13.39%) Machine Learning
12 48 (12.60%) Data Management
13 44 (11.55%) Data Engineering
14 41 (10.76%) TDD
15 36 (9.45%) Statistical Modelling
16 35 (9.19%) Deep Learning
17 34 (8.92%) Predictive Analytics
18 33 (8.66%) Performance Optimisation
18 33 (8.66%) Software Engineering
Programming Languages
1 188 (49.34%) Python
2 118 (30.97%) SQL
3 77 (20.21%) Java
4 76 (19.95%) Scala
5 41 (10.76%) Bash Shell
6 40 (10.50%) Shell Script
7 30 (7.87%) PowerShell
8 28 (7.35%) Korn
9 22 (5.77%) R
10 10 (2.62%) Java 8
11 8 (2.10%) Go
12 5 (1.31%) JavaScript
13 4 (1.05%) C#
14 3 (0.79%) C++
14 3 (0.79%) Perl
15 2 (0.52%) Clojure
15 2 (0.52%) PHP
15 2 (0.52%) PL/SQL
15 2 (0.52%) Ruby
16 1 (0.26%) Jython
Qualifications
1 31 (8.14%) Degree
2 26 (6.82%) Security Cleared
3 24 (6.30%) Master's Degree
4 21 (5.51%) SC Cleared
5 9 (2.36%) PhD
6 6 (1.57%) CCA
7 4 (1.05%) ITIL Certification
8 3 (0.79%) CEH
9 2 (0.52%) PMI Certification
9 2 (0.52%) TOGAF Certification
10 1 (0.26%) AWS Certification
10 1 (0.26%) CISM
10 1 (0.26%) CISSP
10 1 (0.26%) Computer Science Degree
10 1 (0.26%) DV Cleared
10 1 (0.26%) ITIL Foundation Certificate
10 1 (0.26%) RHCE
10 1 (0.26%) SANS
Quality Assurance & Compliance
1 24 (6.30%) QA
2 16 (4.20%) GDPR
3 13 (3.41%) Data Quality
4 7 (1.84%) ISO/IEC 27001
5 2 (0.52%) PMO
6 1 (0.26%) SLA
System Software
1 71 (18.64%) HDFS
2 42 (11.02%) Apache Flume
2 42 (11.02%) Docker
3 10 (2.62%) Apache ZooKeeper
4 6 (1.57%) Active Directory
5 2 (0.52%) LXC
5 2 (0.52%) Oracle RAC
Systems Management
1 79 (20.73%) Ansible
2 64 (16.80%) Hadoop YARN
3 35 (9.19%) Opscode Chef
3 35 (9.19%) Puppet
4 29 (7.61%) Terraform
5 25 (6.56%) Oozie
6 17 (4.46%) Kubernetes
7 8 (2.10%) Ambari
8 6 (1.57%) Control-M
8 6 (1.57%) ITRS Geneos
8 6 (1.57%) Single Sign-On
9 3 (0.79%) Ganglia
9 3 (0.79%) Nagios
10 2 (0.52%) Apache Brooklyn
10 2 (0.52%) HP ALM
10 2 (0.52%) Kibana
10 2 (0.52%) logstash
10 2 (0.52%) Marathon
10 2 (0.52%) Mesos
10 2 (0.52%) Salt
Vendors
1 149 (39.11%) Hortonworks
2 78 (20.47%) Oracle
3 42 (11.02%) Tableau
4 30 (7.87%) Talend
5 27 (7.09%) MapR
6 25 (6.56%) Splunk
7 18 (4.72%) Informatica
8 17 (4.46%) Microsoft
9 12 (3.15%) Teradata
10 9 (2.36%) Google
10 9 (2.36%) Red Hat
10 9 (2.36%) SAP
11 7 (1.84%) Cognos
12 4 (1.05%) Workday
13 3 (0.79%) Ab Initio
13 3 (0.79%) Gemalto
14 2 (0.52%) Alteryx
14 2 (0.52%) ArcSight
14 2 (0.52%) F5
14 2 (0.52%) Nintex