Period
to 17 November 2018

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 17 November 2018 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
17 Nov 2018
Same period 2017 Same period 2016
Rank 557 513 632
Rank change year-on-year -44 +119 +100
Contract jobs citing Cloudera 313 369 244
As % of all contract IT jobs advertised in England 0.33% 0.39% 0.25%
As % of the Vendors category 0.79% 0.91% 0.55%
Number of daily rates quoted 226 213 123
England median daily rate £560 £550 £525
Median daily rate % change year-on-year +1.82% +4.76% -4.55%
10th Percentile £428 £363 £375
90th Percentile £705 £688 £674
UK median daily rate £550 £550 £525
% change year-on-year - +4.76% -4.55%
Number of hourly rates quoted 2 0 0
England median hourly rate £59.75 - -
UK median hourly rate £59.75 - -

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 39,760 40,522 44,497
As % of all contract IT jobs advertised in England 42.16% 42.86% 45.22%
Number of daily rates quoted 24,967 25,380 27,492
England median daily rate £450 £445 £425
Median daily rate % change year-on-year +1.12% +4.71% +6.25%
10th Percentile £250 £250 £245
90th Percentile £625 £625 £588
UK median daily rate £450 £430 £420
% change year-on-year +4.65% +2.38% +5.00%
Number of hourly rates quoted 1,501 1,360 1,569
England median hourly rate £17.50 £17.25 £16.50
Median hourly rate % change year-on-year +1.45% +4.55% -5.71%
10th Percentile £11.00 £10.66 £10.22
90th Percentile £47.00 £45.03 £44.50
UK median hourly rate £17.50 £17.38 £16.50
% change year-on-year +0.72% +5.30% -5.71%

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 17 November 2018.

Contractor daily rate histogram for Cloudera in England

Cloudera
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Cloudera in England over the 6 months to 17 November 2018.

Contractor hourly 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 17 November 2018. 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 +34 209 £600 +9.09% 42
South East -67 53 £510 -7.36% 9
North of England +1 30 £510 -15.00% 10
North West +10 22 £560 -6.67% 6
Midlands -8 12 £525 +10.53% 6
East Midlands - 8 £550 - 3
East of England -45 7 £375 -22.08%
Yorkshire -7 5 £550 - 3
West Midlands -21 4 £425 -10.53% 3
North East - 3 £475 - 1
Cloudera
UK

For the 6 months to 17 November 2018, 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.

1 254 (81.15%) Hadoop
2 243 (77.64%) Big Data
3 162 (51.76%) Agile Software Development
4 160 (51.12%) Python
5 150 (47.92%) Apache Hive
6 129 (41.21%) Apache Spark
7 128 (40.89%) Impala
8 116 (37.06%) Amazon AWS
9 112 (35.78%) SQL
10 95 (30.35%) Ansible
11 92 (29.39%) Scrum
12 91 (29.07%) ETL
13 89 (28.43%) Hortonworks
14 85 (27.16%) Unix
15 83 (26.52%) Continuous Integration
16 76 (24.28%) Java
16 76 (24.28%) HDFS
16 76 (24.28%) Jenkins
17 73 (23.32%) Kafka
17 73 (23.32%) SQL Server
18 72 (23.00%) Hadoop YARN
19 69 (22.04%) Oracle
20 67 (21.41%) Scala
21 66 (21.09%) Sqoop
21 66 (21.09%) Data Science
22 64 (20.45%) Business Intelligence
23 61 (19.49%) Data Modelling
23 61 (19.49%) Analytics
24 60 (19.17%) Linux
25 58 (18.53%) Bash Shell

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
1 129 (41.21%) Apache Spark
2 32 (10.22%) Elasticsearch
3 24 (7.67%) Apache
4 16 (5.11%) SAS
5 15 (4.79%) Apache Pig
6 7 (2.24%) Confluence
7 5 (1.60%) Apache Solr
8 4 (1.28%) Tomcat
9 2 (0.64%) K2 blackpearl
9 2 (0.64%) SharePoint
9 2 (0.64%) SharePoint 2013
10 1 (0.32%) WebSphere
Applications
1 40 (12.78%) Microsoft Excel
1 40 (12.78%) MS Visio
2 3 (0.96%) Microsoft Office
2 3 (0.96%) Microsoft Project
3 2 (0.64%) SPSS
4 1 (0.32%) Chatbot
Business Applications
1 6 (1.92%) SAP ERP
2 5 (1.60%) SAP APO
2 5 (1.60%) SAP MM
3 4 (1.28%) SAP MDM
4 3 (0.96%) SAP HR
5 2 (0.64%) Global One
Cloud Services
1 116 (37.06%) Amazon AWS
2 49 (15.65%) Amazon S3
3 45 (14.38%) Amazon EC2
4 42 (13.42%) Microsoft Azure
5 40 (12.78%) Virtual Private Cloud
6 16 (5.11%) Amazon EMR
7 12 (3.83%) IaaS
8 8 (2.56%) Cloud Computing
8 8 (2.56%) Google Cloud Platform
8 8 (2.56%) PaaS
9 6 (1.92%) Amazon Kinesis
10 5 (1.60%) AWS CloudFormation
10 5 (1.60%) SaaS
11 4 (1.28%) Akamai
12 3 (0.96%) AWS Lambda
12 3 (0.96%) Azure Machine Learning
12 3 (0.96%) GitHub
12 3 (0.96%) OpenShift
12 3 (0.96%) Serverless
13 2 (0.64%) Azure Data Factory
Communications & Networking
1 8 (2.56%) DNS
1 8 (2.56%) Firewall
1 8 (2.56%) HTTP
2 7 (2.24%) VPN
3 6 (1.92%) HTTPS
3 6 (1.92%) Kerberos
3 6 (1.92%) SSL
4 4 (1.28%) BIG-IP
5 3 (0.96%) Internet
5 3 (0.96%) LAN
5 3 (0.96%) WAN
6 2 (0.64%) DHCP
6 2 (0.64%) FTP
6 2 (0.64%) IPsec
6 2 (0.64%) TCP/IP
7 1 (0.32%) Reverse Proxy
Database & Business Intelligence
1 254 (81.15%) Hadoop
2 243 (77.64%) Big Data
3 150 (47.92%) Apache Hive
4 128 (40.89%) Impala
5 73 (23.32%) SQL Server
6 66 (21.09%) Sqoop
7 54 (17.25%) Data Lake
8 53 (16.93%) HBase
9 41 (13.10%) Data Warehouse
10 40 (12.78%) Relational Database
11 37 (11.82%) NoSQL
12 28 (8.95%) Apache Cassandra
12 28 (8.95%) Power BI
13 23 (7.35%) MongoDB
14 16 (5.11%) Cloudera CDH
15 14 (4.47%) MySQL
16 12 (3.83%) Pentaho
17 11 (3.51%) RDBMS
18 9 (2.88%) Parquet
19 8 (2.56%) Amazon DynamoDB
Development Applications
1 76 (24.28%) Jenkins
2 23 (7.35%) Artifactory
3 22 (7.03%) Git (software)
4 20 (6.39%) Bitbucket
5 19 (6.07%) JIRA
6 9 (2.88%) Subversion
7 6 (1.92%) TeamCity
8 5 (1.60%) GitLab
9 3 (0.96%) Gatling
9 3 (0.96%) SoapUI
9 3 (0.96%) Team Foundation Server
10 2 (0.64%) ERwin
10 2 (0.64%) RStudio
10 2 (0.64%) Travis CI
10 2 (0.64%) Visual Studio Team System
11 1 (0.32%) Ant
11 1 (0.32%) Introscope
11 1 (0.32%) JMeter
11 1 (0.32%) JUnit
11 1 (0.32%) LoadRunner
General
1 38 (12.14%) Finance
2 20 (6.39%) Banking
3 14 (4.47%) Investment Banking
4 13 (4.15%) Legal
5 11 (3.51%) Front Office
6 7 (2.24%) Publishing
6 7 (2.24%) Retail
7 3 (0.96%) Games
8 2 (0.64%) Marketing
9 1 (0.32%) Financial Institution
9 1 (0.32%) Law
9 1 (0.32%) Pharmaceutical
Job Titles
1 61 (19.49%) Data Engineer
2 41 (13.10%) Architect
3 40 (12.78%) Platform Engineer
4 35 (11.18%) Big Data Engineer
5 33 (10.54%) Developer
6 27 (8.63%) Data Architect
7 25 (7.99%) Hadoop Engineer
8 24 (7.67%) Big Data Architect
9 20 (6.39%) Big Data Developer
9 20 (6.39%) Unix Engineer
10 19 (6.07%) AWS Engineer
10 19 (6.07%) DevOps Engineer
10 19 (6.07%) Senior Unix Engineer
11 17 (5.43%) Administrator
11 17 (5.43%) Python Engineer
12 15 (4.79%) Consultant
12 15 (4.79%) Hadoop Administrator
13 14 (4.47%) Cloud Engineer
14 13 (4.15%) Analyst
14 13 (4.15%) AWS DevOps
Libraries, Frameworks & Software Standards
1 73 (23.32%) Kafka
2 28 (8.95%) Spark Streaming
3 20 (6.39%) Web Services
4 12 (3.83%) JSON
4 12 (3.83%) XML
5 9 (2.88%) Elastic Stack
5 9 (2.88%) FIX Protocol
5 9 (2.88%) FpML
5 9 (2.88%) JSON Schema
5 9 (2.88%) RabbitMQ
5 9 (2.88%) XSD
6 8 (2.56%) .NET
6 8 (2.56%) LDAP
6 8 (2.56%) OAuth
6 8 (2.56%) SAML
7 7 (2.24%) Apache Avro
8 6 (1.92%) PySpark
9 5 (1.60%) D3.js
10 3 (0.96%) AngularJS
10 3 (0.96%) Node.js
Miscellaneous
1 41 (13.10%) Wiki
2 27 (8.63%) Analytical Skills
3 11 (3.51%) Algorithms
3 11 (3.51%) Computer Science
4 10 (3.19%) Enterprise Software
4 10 (3.19%) Self-Motivation
5 9 (2.88%) Data Structures
5 9 (2.88%) Fixed Income
6 8 (2.56%) Public Cloud
7 7 (2.24%) Management Information System
8 6 (1.92%) Data Centre
9 5 (1.60%) Virtual Team
10 4 (1.28%) AS400
11 3 (0.96%) Cyber Defence
11 3 (0.96%) User Experience
12 2 (0.64%) Equities
12 2 (0.64%) Greenfield Project
12 2 (0.64%) Hybrid Cloud
12 2 (0.64%) Linux Command Line
12 2 (0.64%) PMI
Operating Systems
1 85 (27.16%) Unix
2 60 (19.17%) Linux
3 50 (15.97%) Windows
4 10 (3.19%) Red Hat Enterprise Linux
5 5 (1.60%) CentOS
6 4 (1.28%) Windows Server
7 2 (0.64%) DC/OS
8 1 (0.32%) Ubuntu
Processes & Methodologies
1 162 (51.76%) Agile Software Development
2 92 (29.39%) Scrum
3 91 (29.07%) ETL
4 83 (26.52%) Continuous Integration
5 66 (21.09%) Data Science
6 64 (20.45%) Business Intelligence
7 61 (19.49%) Analytics
7 61 (19.49%) Data Modelling
8 55 (17.57%) Visualisation
9 50 (15.97%) DevOps
10 49 (15.65%) Test Automation
11 46 (14.70%) Data Analysis
12 40 (12.78%) Build Automation
12 40 (12.78%) Data Extraction
12 40 (12.78%) Data Management
12 40 (12.78%) TDD
13 25 (7.99%) Data Ingestion
14 24 (7.67%) Dimensional Modelling
14 24 (7.67%) Waterfall
15 23 (7.35%) BDD
Programming Languages
1 160 (51.12%) Python
2 112 (35.78%) SQL
3 76 (24.28%) Java
4 67 (21.41%) Scala
5 58 (18.53%) Bash Shell
6 51 (16.29%) Shell Script
7 43 (13.74%) PowerShell
8 40 (12.78%) Korn
9 31 (9.90%) R
10 11 (3.51%) Java 8
11 8 (2.56%) C#
12 7 (2.24%) C++
13 6 (1.92%) JavaScript
13 6 (1.92%) Perl
14 5 (1.60%) T-SQL
15 4 (1.28%) Groovy
15 4 (1.28%) Ruby
16 3 (0.96%) PL/SQL
17 2 (0.64%) Clojure
17 2 (0.64%) PHP
Qualifications
1 12 (3.83%) Degree
2 11 (3.51%) Security Cleared
3 9 (2.88%) SC Cleared
4 7 (2.24%) CEH
5 6 (1.92%) CISSP
6 5 (1.60%) CISM
6 5 (1.60%) Computer Science Degree
6 5 (1.60%) SANS
7 3 (0.96%) CCA
8 2 (0.64%) PMI Certification
9 1 (0.32%) Master's Degree
9 1 (0.32%) PhD
Quality Assurance & Compliance
1 15 (4.79%) GDPR
2 14 (4.47%) Data Quality
3 12 (3.83%) QA
4 6 (1.92%) ISO/IEC 27001
5 4 (1.28%) SLA
6 2 (0.64%) PMO
System Software
1 76 (24.28%) HDFS
2 38 (12.14%) Docker
3 19 (6.07%) Apache Flume
4 9 (2.88%) Apache ZooKeeper
5 6 (1.92%) Active Directory
6 2 (0.64%) LXC
Systems Management
1 95 (30.35%) Ansible
2 72 (23.00%) Hadoop YARN
3 54 (17.25%) Puppet
4 52 (16.61%) Opscode Chef
5 35 (11.18%) Terraform
6 28 (8.95%) Oozie
7 17 (5.43%) Kubernetes
8 11 (3.51%) Ambari
9 7 (2.24%) HP ALM
10 6 (1.92%) Control-M
10 6 (1.92%) ITRS Geneos
10 6 (1.92%) Single Sign-On
11 4 (1.28%) Kibana
11 4 (1.28%) Salt
12 3 (0.96%) Mesos
12 3 (0.96%) Nagios
13 2 (0.64%) Apache Brooklyn
13 2 (0.64%) Ganglia
13 2 (0.64%) logstash
13 2 (0.64%) Prometheus
Vendors
1 89 (28.43%) Hortonworks
2 69 (22.04%) Oracle
3 40 (12.78%) Tableau
4 32 (10.22%) Splunk
5 22 (7.03%) Informatica
6 21 (6.71%) MapR
7 19 (6.07%) Microsoft
8 15 (4.79%) Talend
9 13 (4.15%) SAP
9 13 (4.15%) Teradata
10 10 (3.19%) Google
10 10 (3.19%) Red Hat
11 8 (2.56%) ArcSight
11 8 (2.56%) Cognos
11 8 (2.56%) HP
12 7 (2.24%) Workday
13 5 (1.60%) F5
14 4 (1.28%) JD Edwards
14 4 (1.28%) Salesforce.com
15 3 (0.96%) Ab Initio