Period
to 22 January 2018

The table below provides summary statistics for permanent 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 salaries offered in vacancies that have cited Cloudera over the 6 months to 22 January 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 > England
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 831 993 1042
Rank change year-on-year +162 +49 +130
Permanent jobs citing Cloudera 311 164 205
As % of all permanent IT jobs advertised in England 0.19% 0.100% 0.10%
As % of the Vendors category 0.43% 0.23% 0.23%
Number of salaries quoted 260 142 148
England median annual salary £72,500 £67,500 £71,250
Median salary % change year-on-year +7.41% -5.26% +9.62%
10th Percentile £41,250 £46,750 £45,000
90th Percentile £107,500 £90,000 £120,000
UK median annual salary £70,000 £68,750 £70,000
% change year-on-year +1.82% -1.79% +7.69%

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 advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 72,218 71,814 89,088
As % of all permanent IT jobs advertised in England 44.47% 43.58% 45.42%
Number of salaries quoted 57,270 58,215 73,696
England median annual salary £47,500 £46,500 £45,000
Median salary % change year-on-year +2.15% +3.33% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £76,250 £75,000 £74,750
UK median annual salary £47,500 £45,000 £45,000
% change year-on-year +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
Salary Trend in England

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

Salary trend for Cloudera in England

Cloudera
Salary Histogram in England

The salary distribution of IT jobs citing Cloudera in England over the 6 months to 22 January 2018.

Salary histogram for Cloudera in England

Cloudera
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cloudera within the England region over the 6 months to 22 January 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
London +119 229 £75,000 +3.45% 44
South East +24 31 £62,500 -7.41% 12
North West +1 18 £59,500 -11.85% 3
North of England -8 18 £59,500 +13.33% 9
East of England +20 12 £75,000 +76.47% 3
Midlands +9 11 £42,500 -26.09% 4
South West -5 8 £42,000 -13.40% 3
East Midlands - 7 £42,500 - 2
West Midlands 0 4 £52,375 -8.91% 2
Cloudera
UK

For the 6 months to 22 January 2018, IT jobs citing Cloudera also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Cloudera.

1 275 (88.42%) Hadoop
2 257 (82.64%) Big Data
3 188 (60.45%) Apache Spark
4 144 (46.30%) Python
5 126 (40.51%) Java
6 116 (37.30%) Agile Software Development
6 116 (37.30%) Apache Hive
7 110 (35.37%) Hortonworks
8 108 (34.73%) Analytics
9 103 (33.12%) Kafka
10 102 (32.80%) Scala
11 101 (32.48%) HBase
12 100 (32.15%) SQL
13 95 (30.55%) ETL
14 94 (30.23%) NoSQL
15 89 (28.62%) Apache Cassandra
16 81 (26.05%) Amazon AWS
17 80 (25.72%) Linux
18 71 (22.83%) Machine Learning
19 68 (21.86%) Apache Flume
20 67 (21.54%) Data Warehouse
21 62 (19.94%) MapR
22 61 (19.61%) Impala
22 61 (19.61%) MapReduce
23 60 (19.29%) Analytical Skills
24 57 (18.33%) Tableau
24 57 (18.33%) Finance
25 54 (17.36%) MongoDB
26 50 (16.08%) Informatica
27 49 (15.76%) Oracle

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
1 188 (60.45%) Apache Spark
2 42 (13.50%) SAS
3 34 (10.93%) Apache
4 32 (10.29%) Apache Solr
5 30 (9.65%) Elasticsearch
6 27 (8.68%) Apache Pig
7 17 (5.47%) Apache Airflow
8 5 (1.61%) Confluence
9 3 (0.96%) Jupyter
10 1 (0.32%) nginx
10 1 (0.32%) OpenStack
10 1 (0.32%) WebLogic
Applications
1 14 (4.50%) SPSS
2 1 (0.32%) HipChat
2 1 (0.32%) Microsoft Excel
Business Applications
1 1 (0.32%) WebTrends
Cloud Services
1 81 (26.05%) Amazon AWS
2 32 (10.29%) Google Cloud Platform
3 29 (9.32%) Microsoft Azure
4 18 (5.79%) Amazon Kinesis
5 12 (3.86%) Amazon S3
6 10 (3.22%) Amazon EMR
7 6 (1.93%) Amazon EC2
8 5 (1.61%) Amazon SQS
8 5 (1.61%) GitHub
8 5 (1.61%) IaaS
9 4 (1.29%) PaaS
10 3 (0.96%) Basecamp
10 3 (0.96%) Cloud Computing
10 3 (0.96%) Trello
11 2 (0.64%) AWS Lambda
11 2 (0.64%) Office 365
11 2 (0.64%) Serverless
12 1 (0.32%) Cloudflare
12 1 (0.32%) CloudFront
12 1 (0.32%) IBM Cloud
Communications & Networking
1 18 (5.79%) Kerberos
2 8 (2.57%) Firewall
2 8 (2.57%) Network Security
2 8 (2.57%) SAN
3 1 (0.32%) DNS
3 1 (0.32%) SSL
3 1 (0.32%) TCP/IP
Database & Business Intelligence
1 275 (88.42%) Hadoop
2 257 (82.64%) Big Data
3 116 (37.30%) Apache Hive
4 101 (32.48%) HBase
5 94 (30.23%) NoSQL
6 89 (28.62%) Apache Cassandra
7 67 (21.54%) Data Warehouse
8 61 (19.61%) Impala
9 54 (17.36%) MongoDB
10 49 (15.76%) Relational Database
11 36 (11.58%) Sqoop
12 31 (9.97%) SQL Server
13 29 (9.32%) RDBMS
14 26 (8.36%) Data Mining
14 26 (8.36%) Flink
15 21 (6.75%) SQL Server Integration Services
16 20 (6.43%) MySQL
17 16 (5.14%) BigQuery
18 15 (4.82%) Amazon Redshift
18 15 (4.82%) Spotfire
Development Applications
1 33 (10.61%) Git (software)
2 28 (9.00%) Jenkins
3 10 (3.22%) Maven
4 8 (2.57%) JIRA
5 4 (1.29%) Artifactory
5 4 (1.29%) GitLab
5 4 (1.29%) Sonatype Nexus
5 4 (1.29%) Team Foundation Server
5 4 (1.29%) TeamCity
5 4 (1.29%) Vagrant
6 3 (0.96%) Cucumber
7 2 (0.64%) Gradle
7 2 (0.64%) JUnit
8 1 (0.32%) CircleCI
8 1 (0.32%) ERwin
8 1 (0.32%) Gerrit
8 1 (0.32%) Mercurial
8 1 (0.32%) MSI
8 1 (0.32%) SQL Server Management Studio (SSMS)
8 1 (0.32%) Travis CI
General
1 57 (18.33%) Finance
2 22 (7.07%) Telecoms
3 19 (6.11%) Retail
4 14 (4.50%) Banking
4 14 (4.50%) Marketing
5 10 (3.22%) Manufacturing
6 8 (2.57%) Electronics
7 7 (2.25%) Advertising
8 6 (1.93%) Legal
9 5 (1.61%) Investment Banking
10 3 (0.96%) Law
11 1 (0.32%) Automotive
11 1 (0.32%) Games
11 1 (0.32%) Pharmaceutical
11 1 (0.32%) Publishing
Job Titles
1 118 (37.94%) Data Engineer
2 94 (30.23%) Big Data Engineer
3 48 (15.43%) Architect
4 44 (14.15%) Hadoop Engineer
5 38 (12.22%) Data Architect
6 36 (11.58%) Developer
7 28 (9.00%) Big Data Architect
8 25 (8.04%) Data Scientist
9 23 (7.40%) Java Engineer
10 16 (5.14%) Software Engineer
11 15 (4.82%) Big Data Developer
11 15 (4.82%) Consultant
12 14 (4.50%) Analyst
13 12 (3.86%) Cloud Engineer
14 11 (3.54%) Data Analyst
14 11 (3.54%) Hadoop Architect
15 10 (3.22%) Java Software Engineer
15 10 (3.22%) Solutions Architect
16 9 (2.89%) Data Consultant
16 9 (2.89%) Systems Engineer
Libraries, Frameworks & Software Standards
1 103 (33.12%) Kafka
2 32 (10.29%) Spark Streaming
3 22 (7.07%) AngularJS
4 20 (6.43%) CSS
5 19 (6.11%) Web Services
6 16 (5.14%) HTML
6 16 (5.14%) XML
7 15 (4.82%) D3.js
8 14 (4.50%) RabbitMQ
9 13 (4.18%) HTML5
9 13 (4.18%) React
10 11 (3.54%) Natural Language Processing
11 9 (2.89%) Akka
11 9 (2.89%) Java EE
11 9 (2.89%) LDAP
12 8 (2.57%) TensorFlow
13 7 (2.25%) Spring
14 6 (1.93%) REST
15 5 (1.61%) Apache Wicket
15 5 (1.61%) Node.js
Miscellaneous
1 60 (19.29%) Analytical Skills
2 30 (9.65%) Computer Science
3 16 (5.14%) Algorithms
4 15 (4.82%) User Experience
5 11 (3.54%) Greenfield Project
6 6 (1.93%) Enterprise Software
7 5 (1.61%) Data Structures
8 3 (0.96%) Analytical Mindset
8 3 (0.96%) Credit Risk
8 3 (0.96%) Data Centre
8 3 (0.96%) Management Information System
8 3 (0.96%) Market Risk
9 2 (0.64%) Digital Media
9 2 (0.64%) Fintech
9 2 (0.64%) Social Network
9 2 (0.64%) Video\Live Streaming
9 2 (0.64%) Virtual Team
10 1 (0.32%) Cyberthreat
10 1 (0.32%) Equities
10 1 (0.32%) Mobile App
Operating Systems
1 80 (25.72%) Linux
2 35 (11.25%) Unix
3 22 (7.07%) Windows
4 7 (2.25%) Windows Server
5 5 (1.61%) Ubuntu
6 4 (1.29%) Mac OS X
6 4 (1.29%) Red Hat Enterprise Linux
7 2 (0.64%) Mesosphere
7 2 (0.64%) Windows Server 2008
7 2 (0.64%) Windows Server 2012
Processes & Methodologies
1 116 (37.30%) Agile Software Development
2 108 (34.73%) Analytics
3 95 (30.55%) ETL
4 71 (22.83%) Machine Learning
5 61 (19.61%) MapReduce
6 46 (14.79%) Business Intelligence
7 42 (13.50%) Software Engineering
8 41 (13.18%) Visualisation
9 39 (12.54%) Data Management
10 36 (11.58%) Data Visualisation
11 35 (11.25%) Data Integration
12 34 (10.93%) Data Analytics
12 34 (10.93%) Statistics
13 33 (10.61%) Continuous Integration
13 33 (10.61%) Open Source
13 33 (10.61%) TDD
14 31 (9.97%) DevOps
15 30 (9.65%) Data Analysis
15 30 (9.65%) Data Governance
16 29 (9.32%) Data Modelling
Programming Languages
1 144 (46.30%) Python
2 126 (40.51%) Java
3 102 (32.80%) Scala
4 100 (32.15%) SQL
5 43 (13.83%) R
6 26 (8.36%) JavaScript
7 22 (7.07%) Shell Script
8 19 (6.11%) Bash Shell
9 9 (2.89%) C
9 9 (2.89%) C#
10 8 (2.57%) C++
11 6 (1.93%) Go
12 5 (1.61%) MATLAB
13 4 (1.29%) Perl
13 4 (1.29%) PowerShell
14 3 (0.96%) PHP
14 3 (0.96%) Ruby
14 3 (0.96%) T-SQL
15 2 (0.64%) CQL
15 2 (0.64%) Lua
Qualifications
1 17 (5.47%) Degree
2 15 (4.82%) Security Cleared
3 12 (3.86%) ISEB
3 12 (3.86%) PhD
4 11 (3.54%) DV Cleared
5 9 (2.89%) Computer Science Degree
6 5 (1.61%) Sun Certification
7 4 (1.29%) Master's Degree
8 2 (0.64%) SC Cleared
Quality Assurance & Compliance
1 27 (8.68%) Data Quality
2 12 (3.86%) Sarbanes-Oxley
2 12 (3.86%) Solvency II
3 10 (3.22%) QA
4 6 (1.93%) GCP
System Software
1 68 (21.86%) Apache Flume
2 42 (13.50%) Docker
3 35 (11.25%) HDFS
4 5 (1.61%) VMware Infrastructure
5 4 (1.29%) Apache ZooKeeper
6 2 (0.64%) Active Directory
6 2 (0.64%) MapR-FS
Systems Management
1 30 (9.65%) Hadoop YARN
2 28 (9.00%) Oozie
3 11 (3.54%) Puppet
4 10 (3.22%) Ansible
5 9 (2.89%) Kubernetes
5 9 (2.89%) Terraform
6 8 (2.57%) Nagios
7 5 (1.61%) Opscode Chef
8 4 (1.29%) Docker Swarm
9 3 (0.96%) Ambari
9 3 (0.96%) Mesos
10 2 (0.64%) QRadar
10 2 (0.64%) yum
11 1 (0.32%) EMC NetWorker
11 1 (0.32%) McAfee ePO
11 1 (0.32%) Oracle Enterprise Manager
11 1 (0.32%) Packer
Vendors
1 110 (35.37%) Hortonworks
2 62 (19.94%) MapR
3 57 (18.33%) Tableau
4 50 (16.08%) Informatica
5 49 (15.76%) Oracle
6 38 (12.22%) Teradata
7 37 (11.90%) Talend
8 33 (10.61%) Google
9 25 (8.04%) Netezza
10 23 (7.40%) Microsoft
11 22 (7.07%) SAP
12 20 (6.43%) IBM
13 19 (6.11%) Alteryx
14 15 (4.82%) Cognos
15 14 (4.50%) Greenplum
16 8 (2.57%) HP
16 8 (2.57%) Vertica
17 7 (2.25%) Atlassian
17 7 (2.25%) Hitachi
17 7 (2.25%) Splunk