Period
to 24 February 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 24 February 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
24 Feb 2018
Same period 2017 Same period 2016
Rank 511 559 678
Rank change year-on-year +48 +119 +99
Contract jobs citing Cloudera 363 268 167
As % of all contract IT jobs advertised in England 0.39% 0.30% 0.17%
As % of the Vendors category 0.93% 0.67% 0.39%
Number of daily rates quoted 242 146 115
England median daily rate £550 £535 £550
Median daily rate % change year-on-year +2.80% -2.73% -4.35%
10th Percentile £407 £400 £416
90th Percentile £661 £663 £700
UK median daily rate £550 £525 £550
% change year-on-year +4.76% -4.55% -4.35%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK median hourly rate - - -

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 38,842 39,753 42,373
As % of all contract IT jobs advertised in England 42.00% 44.74% 42.68%
Number of daily rates quoted 24,706 24,690 25,558
England median daily rate £450 £425 £401
Median daily rate % change year-on-year +5.88% +5.99% +0.25%
10th Percentile £238 £250 £238
90th Percentile £625 £600 £588
UK median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% -
Number of hourly rates quoted 1,305 1,459 1,723
England median hourly rate £17.50 £17.50 £17.77
Median hourly rate % change year-on-year - -1.52% +6.28%
10th Percentile £10.88 £10.29 £10.00
90th Percentile £47.50 £46.00 £47.50
UK median hourly rate £17.50 £17.00 £18.00
% change year-on-year +2.94% -5.56% +7.78%

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 24 February 2018.

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 24 February 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 -41 153 £588 +6.82% 33
South East +85 146 £560 +17.89% 11
North of England +33 25 £475 - 3
Midlands +27 25 £494 -10.23% 7
East Midlands +19 18 £500 - 4
North East +67 9 £475 -5.00%
North West +15 9 £525 +10.53% 1
Yorkshire +4 8 £500 +11.11% 2
East of England -14 8 £458 -32.22% 2
West Midlands +4 7 £475 -13.64% 3
South West 0 6 £488 -4.88% 3
Cloudera
UK

For the 6 months to 24 February 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.

1 311 (85.67%) Hadoop
2 291 (80.17%) Big Data
3 241 (66.39%) Apache Spark
4 179 (49.31%) Apache Hive
5 128 (35.26%) Kafka
6 126 (34.71%) Scala
7 123 (33.88%) Java
8 118 (32.51%) Hortonworks
9 110 (30.30%) Sqoop
10 104 (28.65%) HBase
11 102 (28.10%) Python
11 102 (28.10%) Analytics
12 100 (27.55%) Agile Software Development
13 99 (27.27%) Linux
13 99 (27.27%) HDFS
13 99 (27.27%) Impala
14 95 (26.17%) SQL
15 83 (22.87%) Apache Flume
16 79 (21.76%) Data Lake
17 65 (17.91%) Oozie
18 62 (17.08%) NoSQL
19 61 (16.80%) ETL
20 60 (16.53%) SQL Server
21 59 (16.25%) Finance
21 59 (16.25%) DevOps
22 54 (14.88%) Amazon AWS
23 53 (14.60%) MapReduce
24 52 (14.33%) Apache
25 48 (13.22%) MapR
26 46 (12.67%) Apache Pig

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
1 241 (66.39%) Apache Spark
2 52 (14.33%) Apache
3 46 (12.67%) Apache Pig
4 14 (3.86%) Elasticsearch
5 13 (3.58%) Confluence
6 11 (3.03%) Apache Solr
6 11 (3.03%) SAS
7 9 (2.48%) nginx
8 8 (2.20%) Tomcat
9 6 (1.65%) Jupyter
10 4 (1.10%) ArcGIS
11 3 (0.83%) SharePoint
12 1 (0.28%) JBoss
Applications
1 5 (1.38%) HipChat
Cloud Services
1 54 (14.88%) Amazon AWS
2 21 (5.79%) Google Tag Manager
3 16 (4.41%) Microsoft Azure
4 9 (2.48%) Amazon EMR
5 8 (2.20%) GitHub
5 8 (2.20%) PaaS
6 6 (1.65%) Amazon S3
7 5 (1.38%) AWS Lambda
7 5 (1.38%) IaaS
7 5 (1.38%) Serverless
8 4 (1.10%) Amazon Kinesis
9 3 (0.83%) Amazon EC2
9 3 (0.83%) Cloud Computing
9 3 (0.83%) Google Analytics
10 2 (0.55%) Amazon SQS
10 2 (0.55%) Google Cloud Platform
10 2 (0.55%) OpenShift
10 2 (0.55%) SaaS
11 1 (0.28%) Amazon CloudWatch
11 1 (0.28%) Virtual Private Cloud
Communications & Networking
1 21 (5.79%) Kerberos
2 4 (1.10%) Network Security
3 3 (0.83%) Firewall
3 3 (0.83%) HTTP
3 3 (0.83%) Internet
4 2 (0.55%) DSL
4 2 (0.55%) HTTPS
4 2 (0.55%) SSL
4 2 (0.55%) VPN
Database & Business Intelligence
1 311 (85.67%) Hadoop
2 291 (80.17%) Big Data
3 179 (49.31%) Apache Hive
4 110 (30.30%) Sqoop
5 104 (28.65%) HBase
6 99 (27.27%) Impala
7 79 (21.76%) Data Lake
8 62 (17.08%) NoSQL
9 60 (16.53%) SQL Server
10 39 (10.74%) Data Warehouse
11 36 (9.92%) Cloudera CDH
12 34 (9.37%) PostgreSQL
13 28 (7.71%) MongoDB
14 23 (6.34%) Relational Database
15 21 (5.79%) Apache Cassandra
16 15 (4.13%) SAP BW
16 15 (4.13%) SAP Data Services
17 12 (3.31%) Apache Kudu
17 12 (3.31%) Spotfire
18 10 (2.75%) MySQL
Development Applications
1 33 (9.09%) Jenkins
2 32 (8.82%) JIRA
3 21 (5.79%) Git (software)
4 17 (4.68%) Team Foundation Server
5 16 (4.41%) Maven
6 10 (2.75%) Sonatype Nexus
7 9 (2.48%) JUnit
8 8 (2.20%) TeamCity
9 6 (1.65%) Eclipse
9 6 (1.65%) SonarQube
10 5 (1.38%) ERwin
10 5 (1.38%) GitLab
11 4 (1.10%) Gradle
12 3 (0.83%) MSI
13 2 (0.55%) ProC
13 2 (0.55%) Subversion
14 1 (0.28%) Artifactory
14 1 (0.28%) Atlassian Bamboo
14 1 (0.28%) IntelliJ
14 1 (0.28%) Mockito
General
1 59 (16.25%) Finance
2 46 (12.67%) Banking
3 18 (4.96%) Telecoms
4 11 (3.03%) Retail
5 7 (1.93%) Investment Banking
6 5 (1.38%) Automotive
7 3 (0.83%) Marketing
8 2 (0.55%) Pharmaceutical
9 1 (0.28%) Manufacturing
9 1 (0.28%) Retail Banking
9 1 (0.28%) Spanish Language
Job Titles
1 104 (28.65%) Developer
2 87 (23.97%) Data Engineer
3 61 (16.80%) Big Data Developer
4 55 (15.15%) Big Data Engineer
5 50 (13.77%) Architect
6 39 (10.74%) Hadoop Developer
7 37 (10.19%) Data Architect
8 32 (8.82%) Hadoop Engineer
9 27 (7.44%) Big Data Architect
10 25 (6.89%) DevOps Engineer
11 23 (6.34%) Apache Spark Developer
12 22 (6.06%) Administrator
13 21 (5.79%) Cloud Engineer
14 17 (4.68%) Hadoop Architect
14 17 (4.68%) Java Developer
15 16 (4.41%) Consultant
16 15 (4.13%) Cloud Architect
16 15 (4.13%) Project Manager
16 15 (4.13%) Scala Developer
17 13 (3.58%) Analyst
Libraries, Frameworks & Software Standards
1 128 (35.26%) Kafka
2 40 (11.02%) Web Services
3 36 (9.92%) RESTful
4 35 (9.64%) Spark Streaming
5 27 (7.44%) SOAP
6 16 (4.41%) XML
7 15 (4.13%) PySpark
8 13 (3.58%) scikit-learn
9 12 (3.31%) LDAP
10 11 (3.03%) TensorFlow
11 10 (2.75%) Elastic Stack
12 9 (2.48%) REST
13 7 (1.93%) J2EE
13 7 (1.93%) JSON
13 7 (1.93%) Keras
13 7 (1.93%) MLlib
14 6 (1.65%) Apache Avro
15 5 (1.38%) Matplotlib
15 5 (1.38%) Pandas
15 5 (1.38%) Sensu
Miscellaneous
1 36 (9.92%) Greenfield Project
2 19 (5.23%) Analytical Skills
3 12 (3.31%) Computer Science
4 9 (2.48%) Fintech
5 8 (2.20%) Management Information System
6 4 (1.10%) Enterprise Software
6 4 (1.10%) User Experience
7 3 (0.83%) Algorithms
8 2 (0.55%) Data Structures
8 2 (0.55%) MPEG
8 2 (0.55%) Public Cloud
8 2 (0.55%) Video\Live Streaming
8 2 (0.55%) Virtual Team
9 1 (0.28%) Credit Derivative
9 1 (0.28%) Derivative
9 1 (0.28%) Equities
9 1 (0.28%) Foreign Exchange (FX)
9 1 (0.28%) Grid Computing
9 1 (0.28%) Infotainment
9 1 (0.28%) Replication
Operating Systems
1 99 (27.27%) Linux
2 33 (9.09%) CentOS
3 28 (7.71%) Unix
4 19 (5.23%) Red Hat Enterprise Linux
5 8 (2.20%) Windows
6 6 (1.65%) Ubuntu
7 3 (0.83%) Debian
8 1 (0.28%) Windows Server
8 1 (0.28%) Windows Server 2008
Processes & Methodologies
1 102 (28.10%) Analytics
2 100 (27.55%) Agile Software Development
3 61 (16.80%) ETL
4 59 (16.25%) DevOps
5 53 (14.60%) MapReduce
6 41 (11.29%) Data Science
7 34 (9.37%) Data Engineering
7 34 (9.37%) Data Strategy
7 34 (9.37%) Technical Architecture
8 32 (8.82%) Business Intelligence
9 31 (8.54%) TDD
10 29 (7.99%) Continuous Integration
10 29 (7.99%) Data Modelling
11 24 (6.61%) Project Management
12 23 (6.34%) Data Integration
12 23 (6.34%) Data Management
12 23 (6.34%) Visualisation
13 21 (5.79%) Data Ingestion
13 21 (5.79%) Tag Management
13 21 (5.79%) Web Analytics
Programming Languages
1 126 (34.71%) Scala
2 123 (33.88%) Java
3 102 (28.10%) Python
4 95 (26.17%) SQL
5 36 (9.92%) Bash Shell
6 20 (5.51%) Shell Script
7 16 (4.41%) R
8 5 (1.38%) PL/SQL
9 4 (1.10%) Dart
10 3 (0.83%) C
10 3 (0.83%) C#
10 3 (0.83%) C++
10 3 (0.83%) PowerShell
11 2 (0.55%) JavaScript
11 2 (0.55%) Perl
11 2 (0.55%) XPath
12 1 (0.28%) Go
12 1 (0.28%) Gremlin
12 1 (0.28%) Groovy
12 1 (0.28%) HiveQL
Qualifications
1 12 (3.31%) Security Cleared
2 8 (2.20%) Degree
2 8 (2.20%) SC Cleared
3 7 (1.93%) CESG Certified Professional
3 7 (1.93%) CISSP
4 5 (1.38%) Computer Science Degree
5 4 (1.10%) CLAS
5 4 (1.10%) PhD
6 3 (0.83%) ISSAP
7 2 (0.55%) DV Cleared
8 1 (0.28%) Master's Degree
8 1 (0.28%) Numerate Degree
Quality Assurance & Compliance
1 16 (4.41%) QA
2 12 (3.31%) GDPR
3 4 (1.10%) Data Quality
3 4 (1.10%) ISO/IEC 20000
3 4 (1.10%) JSP 440
3 4 (1.10%) RMADS
3 4 (1.10%) Sarbanes-Oxley
4 2 (0.55%) GCP
System Software
1 99 (27.27%) HDFS
2 83 (22.87%) Apache Flume
3 26 (7.16%) Docker
4 12 (3.31%) Apache ZooKeeper
5 5 (1.38%) Active Directory
Systems Management
1 65 (17.91%) Oozie
2 41 (11.29%) Hadoop YARN
3 33 (9.09%) Ansible
4 15 (4.13%) Terraform
5 11 (3.03%) Puppet
6 9 (2.48%) Opscode Chef
7 8 (2.20%) Ambari
8 6 (1.65%) Kibana
9 5 (1.38%) McAfee ePO
9 5 (1.38%) Salt
10 4 (1.10%) Kubernetes
11 3 (0.83%) HP Quality Center
12 2 (0.55%) Graphite
13 1 (0.28%) Apache Slider
13 1 (0.28%) Grafana
13 1 (0.28%) logstash
13 1 (0.28%) Nagios
Vendors
1 118 (32.51%) Hortonworks
2 48 (13.22%) MapR
3 42 (11.57%) Tableau
4 32 (8.82%) Salesforce.com
5 28 (7.71%) Oracle
5 28 (7.71%) Talend
6 27 (7.44%) Google
7 26 (7.16%) SAP
8 21 (5.79%) Tealium
9 17 (4.68%) Informatica
10 13 (3.58%) Microsoft
11 11 (3.03%) Red Hat
12 8 (2.20%) Atlassian
13 7 (1.93%) Ab Initio
13 7 (1.93%) IBM
13 7 (1.93%) Splunk
14 6 (1.65%) SaltStack
15 5 (1.38%) McAfee
15 5 (1.38%) ServiceNow
15 5 (1.38%) Symantec