Period
to 23 May 2018

The table below provides summary statistics for permanent job vacancies with a requirement for knowledge and experience of Cloudera products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cloudera over the 6 months to 23 May 2018 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Cloudera, Inc.

Cloudera
UK
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 733 970 927
Rank change year-on-year +237 -43 +215
Permanent jobs citing Cloudera 477 197 346
As % of all permanent IT jobs advertised in the UK 0.28% 0.12% 0.17%
As % of the Vendors category 0.62% 0.26% 0.38%
Number of salaries quoted 332 136 261
UK median annual salary £75,000 £72,500 £65,000
Median salary % change year-on-year +3.45% +11.54% -3.70%
10th Percentile £46,500 £41,250 £40,000
90th Percentile £102,500 £96,875 £120,000
UK excluding London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% -11.54%

Cloudera is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 76,513 74,784 91,320
As % of all permanent IT jobs advertised in the UK 44.52% 44.21% 45.49%
Number of salaries quoted 59,983 60,084 74,571
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,940 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
UK excluding London median annual salary £42,500 £41,500 £42,000
% change year-on-year +2.41% -1.19% +5.00%

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
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Cloudera.

Salary trend for Cloudera in the UK

Cloudera
Salary Histogram

The salary distribution of IT jobs citing Cloudera over the 6 months to 23 May 2018.

Salary histogram for Cloudera in the UK

Cloudera
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cloudera within the UK over the 6 months to 23 May 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +250 451 £75,000 - 54
London +162 304 £80,000 +4.75% 30
UK excluding London +54 152 £65,000 +8.33% 31
South East +45 74 £68,750 +10.00% 6
East of England +5 23 £61,500 +44.71% 2
North of England +2 22 £60,000 -4.00% 13
Midlands +27 20 £65,000 +30.00% 3
North West 0 15 £60,000 -4.00% 9
East Midlands - 11 £100,000 - 1
West Midlands +12 9 £52,500 +5.00% 2
South West -12 8 £86,250 -
Yorkshire - 5 £45,000 - 3
Scotland -37 3 £75,000 - 6
Wales +7 2 £34,250 +7.62% 1
North East - 2 £67,500 - 1

For the 6 months to 23 May 2018, IT 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 permanent job ads with a requirement for Cloudera.

1 454 (95.18%) Hadoop
2 401 (84.07%) Big Data
3 340 (71.28%) Apache Spark
4 307 (64.36%) Python
5 242 (50.73%) Java
6 237 (49.69%) Kafka
7 226 (47.38%) Analytics
8 205 (42.98%) Agile Software Development
9 203 (42.56%) Apache Hive
10 189 (39.62%) Scala
11 180 (37.74%) Hortonworks
12 178 (37.32%) ETL
13 177 (37.11%) SQL
14 171 (35.85%) Amazon AWS
15 163 (34.17%) NoSQL
16 161 (33.75%) Impala
17 147 (30.82%) Apache Cassandra
18 142 (29.77%) HBase
19 137 (28.72%) Apache Flume
20 127 (26.62%) Talend
21 118 (24.74%) Jenkins
22 115 (24.11%) Machine Learning
23 111 (23.27%) Software Engineering
24 110 (23.06%) Continuous Integration
25 109 (22.85%) Linux
25 109 (22.85%) Microsoft Azure
26 102 (21.38%) Data Science
27 101 (21.17%) Data Warehouse
28 100 (20.96%) MongoDB
29 96 (20.13%) Data Modelling

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
1 340 (71.28%) Apache Spark
2 70 (14.68%) Apache
3 65 (13.63%) Apache Solr
4 63 (13.21%) Elasticsearch
5 38 (7.97%) SAS
6 36 (7.55%) Apache Pig
7 7 (1.47%) Confluence
8 6 (1.26%) Tomcat
9 4 (0.84%) Jupyter
10 3 (0.63%) Ethereum
10 3 (0.63%) Hyperledger
11 2 (0.42%) Apache Airflow
11 2 (0.42%) nginx
11 2 (0.42%) Oracle Coherence
Applications
1 7 (1.47%) SPSS
2 5 (1.05%) MS Visio
3 2 (0.42%) Chatbot
Business Applications
1 3 (0.63%) Distributed Ledger
2 1 (0.21%) WebTrends
Cloud Services
1 171 (35.85%) Amazon AWS
2 109 (22.85%) Microsoft Azure
3 80 (16.77%) Google Cloud Platform
4 30 (6.29%) GitHub
5 29 (6.08%) Amazon EMR
6 26 (5.45%) IBM Cloud
7 19 (3.98%) Amazon S3
8 16 (3.35%) AWS Lambda
9 15 (3.14%) Serverless
10 12 (2.52%) Amazon Kinesis
11 10 (2.10%) Bluemix
12 6 (1.26%) Amazon SageMaker
13 5 (1.05%) Amazon EC2
14 4 (0.84%) Amazon SQS
14 4 (0.84%) PaaS
14 4 (0.84%) SaaS
15 3 (0.63%) Cloud Computing
15 3 (0.63%) IaaS
16 1 (0.21%) Azure Machine Learning
16 1 (0.21%) Google Analytics
Communications & Networking
1 5 (1.05%) Kerberos
2 4 (0.84%) Internet
3 2 (0.42%) NAS
3 2 (0.42%) SAN
4 1 (0.21%) Firewall
4 1 (0.21%) Network Security
4 1 (0.21%) SSL
Database & Business Intelligence
1 454 (95.18%) Hadoop
2 401 (84.07%) Big Data
3 203 (42.56%) Apache Hive
4 163 (34.17%) NoSQL
5 161 (33.75%) Impala
6 147 (30.82%) Apache Cassandra
7 142 (29.77%) HBase
8 101 (21.17%) Data Warehouse
9 100 (20.96%) MongoDB
10 81 (16.98%) Sqoop
11 59 (12.37%) SQL Server
12 54 (11.32%) Data Lake
13 49 (10.27%) Neo4j
14 48 (10.06%) PostgreSQL
15 45 (9.43%) Pentaho
16 44 (9.22%) Flink
17 41 (8.60%) Amazon Redshift
18 37 (7.76%) Relational Database
19 35 (7.34%) MySQL
20 30 (6.29%) Spotfire
Development Applications
1 118 (24.74%) Jenkins
2 64 (13.42%) Git (software)
3 38 (7.97%) TeamCity
4 32 (6.71%) JIRA
5 22 (4.61%) Atlassian Bamboo
5 22 (4.61%) Cucumber
6 20 (4.19%) JUnit
7 19 (3.98%) Vagrant
8 12 (2.52%) Maven
9 11 (2.31%) GitLab
10 10 (2.10%) Gradle
11 9 (1.89%) CA Release Automation
12 8 (1.68%) Sonatype Nexus
13 6 (1.26%) ERwin
13 6 (1.26%) Visual Studio
14 5 (1.05%) Ant
14 5 (1.05%) IntelliJ
14 5 (1.05%) Selenium
15 4 (0.84%) Bitbucket
15 4 (0.84%) CircleCI
General
1 62 (13.00%) Finance
2 30 (6.29%) Marketing
3 29 (6.08%) Retail
4 24 (5.03%) Banking
5 17 (3.56%) Manufacturing
6 15 (3.14%) Games
7 14 (2.94%) Telecoms
8 11 (2.31%) Investment Banking
9 7 (1.47%) Electronics
9 7 (1.47%) Military
10 6 (1.26%) Law
11 5 (1.05%) Advertising
12 4 (0.84%) Front Office
13 3 (0.63%) Financial Institution
14 2 (0.42%) Local Government
14 2 (0.42%) Pharmaceutical
15 1 (0.21%) Automotive
Job Titles
1 228 (47.80%) Data Engineer
2 169 (35.43%) Big Data Engineer
3 90 (18.87%) Architect
4 87 (18.24%) Hadoop Engineer
5 80 (16.77%) Data Architect
6 64 (13.42%) Developer
7 59 (12.37%) Big Data Architect
8 45 (9.43%) Big Data Developer
9 36 (7.55%) Senior Data Engineer
10 34 (7.13%) Data Scientist
11 29 (6.08%) Software Engineer
12 26 (5.45%) AWS DevOps
12 26 (5.45%) AWS Engineer
12 26 (5.45%) Java Engineer
13 24 (5.03%) DevOps Engineer
14 23 (4.82%) Azure DevOps
14 23 (4.82%) Azure Engineer
15 21 (4.40%) AWS DevOps Engineer
15 21 (4.40%) Senior Hadoop Engineer
16 20 (4.19%) Azure DevOps Engineer
Libraries, Frameworks & Software Standards
1 237 (49.69%) Kafka
2 59 (12.37%) Spark Streaming
3 56 (11.74%) RabbitMQ
4 45 (9.43%) TensorFlow
5 36 (7.55%) XML
6 32 (6.71%) MLlib
7 31 (6.50%) Keras
8 29 (6.08%) Middleware
9 24 (5.03%) HornetQ
9 24 (5.03%) JMS
9 24 (5.03%) Velocity
9 24 (5.03%) Web Services
10 23 (4.82%) Natural Language Processing
11 21 (4.40%) JSON
12 19 (3.98%) AngularJS
13 17 (3.56%) CSS
14 15 (3.14%) Spring
15 13 (2.73%) HTML
16 11 (2.31%) ActiveMQ
16 11 (2.31%) ServiceStack
Miscellaneous
1 63 (13.21%) Analytical Skills
2 49 (10.27%) Computer Science
3 25 (5.24%) User Experience
4 22 (4.61%) Enterprise Software
5 20 (4.19%) Greenfield Project
6 18 (3.77%) Algorithms
7 13 (2.73%) Public Cloud
8 12 (2.52%) Management Information System
9 11 (2.31%) Self-Motivation
10 8 (1.68%) Clustering
11 7 (1.47%) Blog
11 7 (1.47%) PKI
12 6 (1.26%) Data Structures
13 5 (1.05%) Cyber Defence
14 4 (0.84%) Fintech
14 4 (0.84%) NHS
15 3 (0.63%) Bitcoin
16 2 (0.42%) Internet of Things
16 2 (0.42%) Social Media
16 2 (0.42%) Social Network
Operating Systems
1 109 (22.85%) Linux
2 48 (10.06%) Unix
3 12 (2.52%) CentOS
4 11 (2.31%) Windows
5 3 (0.63%) Ubuntu
6 2 (0.42%) Mac OS X
6 2 (0.42%) Red Hat Enterprise Linux
7 1 (0.21%) Fedora
7 1 (0.21%) Windows Server
7 1 (0.21%) Windows Server 2008
Processes & Methodologies
1 226 (47.38%) Analytics
2 205 (42.98%) Agile Software Development
3 178 (37.32%) ETL
4 115 (24.11%) Machine Learning
5 111 (23.27%) Software Engineering
6 110 (23.06%) Continuous Integration
7 102 (21.38%) Data Science
8 96 (20.13%) Data Modelling
9 87 (18.24%) MapReduce
10 82 (17.19%) DevOps
11 75 (15.72%) Visualisation
12 69 (14.47%) Problem-Solving
13 68 (14.26%) Scrum
14 67 (14.05%) Business Intelligence
15 62 (13.00%) Data Engineering
16 60 (12.58%) Data Analytics
17 56 (11.74%) TDD
18 52 (10.90%) Open Source
19 51 (10.69%) Configuration Management
20 47 (9.85%) Data Transformation
Programming Languages
1 307 (64.36%) Python
2 242 (50.73%) Java
3 189 (39.62%) Scala
4 177 (37.11%) SQL
5 80 (16.77%) R
6 69 (14.47%) Shell Script
7 47 (9.85%) Go
8 36 (7.55%) JavaScript
9 35 (7.34%) Perl
10 34 (7.13%) C#
11 24 (5.03%) Bash Shell
11 24 (5.03%) C
12 14 (2.94%) MATLAB
13 10 (2.10%) PL/SQL
14 8 (1.68%) Ruby
15 6 (1.26%) C++
15 6 (1.26%) Java 8
16 4 (0.84%) T-SQL
16 4 (0.84%) VBA
17 3 (0.63%) PowerShell
Qualifications
1 45 (9.43%) Degree
2 32 (6.71%) Security Cleared
3 21 (4.40%) Computer Science Degree
4 14 (2.94%) DV Cleared
5 12 (2.52%) PhD
6 11 (2.31%) Master's Degree
7 8 (1.68%) Numerate Degree
8 2 (0.42%) EMC Certification
8 2 (0.42%) SC Cleared
8 2 (0.42%) TOGAF Certification
Quality Assurance & Compliance
1 18 (3.77%) GCP
2 14 (2.94%) Data Quality
3 8 (1.68%) QA
4 1 (0.21%) GDPR
System Software
1 137 (28.72%) Apache Flume
2 74 (15.51%) HDFS
3 62 (13.00%) Docker
4 19 (3.98%) VirtualBox
5 18 (3.77%) Apache ZooKeeper
6 10 (2.10%) VMware Infrastructure
7 7 (1.47%) Hyper-V
8 5 (1.05%) Active Directory
8 5 (1.05%) Virtual Machines
9 3 (0.63%) KVM
9 3 (0.63%) Xen
10 1 (0.21%) Cronacle
Systems Management
1 73 (15.30%) Hadoop YARN
2 54 (11.32%) Ansible
3 49 (10.27%) Puppet
4 41 (8.60%) Oozie
5 33 (6.92%) Kubernetes
6 30 (6.29%) Terraform
7 25 (5.24%) Docker Swarm
8 19 (3.98%) Opscode Chef
9 7 (1.47%) Mesos
10 5 (1.05%) Kibana
10 5 (1.05%) Single Sign-On
11 4 (0.84%) Oracle RMAN
12 3 (0.63%) Ambari
12 3 (0.63%) Red Hat Spacewalk
13 2 (0.42%) Oracle ZFS
14 1 (0.21%) Control-M
14 1 (0.21%) logstash
14 1 (0.21%) Packer
14 1 (0.21%) Salt
Vendors
1 180 (37.74%) Hortonworks
2 127 (26.62%) Talend
3 95 (19.92%) Informatica
4 91 (19.08%) Google
5 84 (17.61%) Oracle
6 71 (14.88%) MapR
7 70 (14.68%) IBM
7 70 (14.68%) Tableau
8 58 (12.16%) Microsoft
9 35 (7.34%) Greenplum
10 26 (5.45%) SAP
11 24 (5.03%) EXASOL
11 24 (5.03%) SnapLogic
12 23 (4.82%) Teradata
13 18 (3.77%) MuleSoft
14 17 (3.56%) Vertica
15 15 (3.14%) Dataiku
15 15 (3.14%) MicroStrategy
16 14 (2.94%) HP
16 14 (2.94%) TIBCO