Period
to 30 November 2021

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 30 November 2021 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
30 Nov 2021
Same period 2020 Same period 2019
Rank 945 607 812
Rank change year-on-year -338 +205 -34
Permanent jobs citing Cloudera 127 120 264
As % of all permanent jobs advertised in the UK 0.098% 0.22% 0.20%
As % of the Vendors category 0.25% 0.57% 0.47%
Number of salaries quoted 96 64 193
10th Percentile £61,250 £47,250 £44,122
25th Percentile £71,500 £48,750 £51,738
Median annual salary (50th Percentile) £82,500 £63,750 £70,000
Median % change year-on-year +29.41% -8.93% -9.09%
75th Percentile £107,500 £81,063 £85,000
90th Percentile £112,500 £105,000 £111,000
UK excluding London median annual salary £86,250 £56,500 £57,275
% change year-on-year +52.65% -1.35% -15.15%

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 50,180 21,082 55,985
As % of all permanent IT jobs advertised in the UK 38.86% 38.54% 41.65%
Number of salaries quoted 33,405 16,945 43,407
10th Percentile £30,000 £31,250 £27,000
25th Percentile £39,250 £40,000 £36,000
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% -
75th Percentile £73,750 £70,000 £67,500
90th Percentile £87,500 £85,000 £83,750
UK excluding London median annual salary £47,500 £45,500 £45,000
% change year-on-year +4.40% +1.11% -

Cloudera
Job Vacancy Trend

Job postings citing Cloudera as a proportion of all IT jobs advertised.

Job vacancy trend for Cloudera in the UK

Cloudera
Salary Trend

3-month moving average salary quoted in jobs citing Cloudera.

Salary trend for Cloudera in the UK

Cloudera
Salary Histogram

Salary distribution for jobs citing Cloudera over the 6 months to 30 November 2021.

Salary histogram for Cloudera in the UK

Cloudera
Top 13 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 30 November 2021. 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 -317 110 £82,500 +29.41% 24
London -233 90 £81,250 +12.07% 16
Work from Home -214 40 £105,000 +12.00% 6
UK excluding London -240 21 £86,250 +52.65% 10
North of England - 6 £90,000 - 1
North West - 6 £90,000 - 1
Midlands -137 5 £80,000 +44.14%
East of England -108 4 £107,500 +22.86% 1
Scotland -72 3 £90,000 +69.81% 1
West Midlands -113 3 £80,000 +39.13%
East Midlands -79 2 £72,500 +43.56%
South West - 2 £85,000 -
Northern Ireland - 1 £75,000 -

For the 6 months to 30 November 2021, 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 93 (73.23%) AWS
2 90 (70.87%) Apache Spark
3 82 (64.57%) Big Data
4 79 (62.20%) Analytics
5 78 (61.42%) Hortonworks
5 78 (61.42%) Python
6 72 (56.69%) GCP
7 69 (54.33%) Hadoop
8 67 (52.76%) SQL
9 65 (51.18%) Azure
10 63 (49.61%) ETL
11 60 (47.24%) NoSQL
12 58 (45.67%) Kafka
13 55 (43.31%) Docker
13 55 (43.31%) Kubernetes
14 51 (40.16%) Artificial Intelligence
15 50 (39.37%) Data Science
15 50 (39.37%) Social Skills
16 48 (37.80%) Terraform
16 48 (37.80%) Google
17 47 (37.01%) Ansible
17 47 (37.01%) Jenkins
17 47 (37.01%) Visualisation
18 46 (36.22%) Java
19 44 (34.65%) Scala
20 41 (32.28%) Continuous Integration
21 40 (31.50%) Unit Testing
21 40 (31.50%) Neo4j
21 40 (31.50%) Data Munging
21 40 (31.50%) Agile Software Development

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 90 (70.87%) Apache Spark
2 17 (13.39%) Apache
3 11 (8.66%) Apache Pig
4 6 (4.72%) Apache Airflow
4 6 (4.72%) Oracle SOA Suite
5 5 (3.94%) Appian
5 5 (3.94%) Camunda
5 5 (3.94%) Elasticsearch
6 3 (2.36%) SAS
7 2 (1.57%) CICS
8 1 (0.79%) Apache Pulsar
8 1 (0.79%) IIS
Cloud Services
1 93 (73.23%) AWS
2 72 (56.69%) GCP
3 65 (51.18%) Azure
4 32 (25.20%) Amazon EMR
5 22 (17.32%) IaaS
6 19 (14.96%) PaaS
7 18 (14.17%) Amazon Kinesis
8 16 (12.60%) AWS CloudFormation
8 16 (12.60%) Google Data Studio
9 13 (10.24%) Amazon SageMaker
9 13 (10.24%) Serverless
9 13 (10.24%) Snowflake
10 12 (9.45%) Azure Synapse Analytics
10 12 (9.45%) IBM Cloud
10 12 (9.45%) Matillion
10 12 (9.45%) Power Platform
11 7 (5.51%) Cloud Functions
11 7 (5.51%) Google App Engine
11 7 (5.51%) Google Compute Engine
11 7 (5.51%) Google Container Engine
Communications & Networking
1 3 (2.36%) Kerberos
Database & Business Intelligence
1 82 (64.57%) Big Data
2 69 (54.33%) Hadoop
3 60 (47.24%) NoSQL
4 40 (31.50%) Neo4j
5 31 (24.41%) Data Warehouse
6 25 (19.69%) Amazon Redshift
7 24 (18.90%) Amazon Athena
8 20 (15.75%) Apache Hive
8 20 (15.75%) Looker
9 18 (14.17%) Relational Database
10 17 (13.39%) Amazon DynamoDB
11 15 (11.81%) RDBMS
12 14 (11.02%) BigQuery
12 14 (11.02%) Electronic Patient Records
12 14 (11.02%) PostgreSQL
13 13 (10.24%) Data Lake
13 13 (10.24%) MySQL
13 13 (10.24%) Sqoop
13 13 (10.24%) Tableau
14 12 (9.45%) Pentaho
Development Applications
1 47 (37.01%) Jenkins
2 26 (20.47%) Git (software)
3 24 (18.90%) Atlassian Bamboo
3 24 (18.90%) Vagrant
4 16 (12.60%) Spinnaker
5 4 (3.15%) Bitbucket
6 3 (2.36%) Artifactory
6 3 (2.36%) RStudio
6 3 (2.36%) Sonatype Nexus
7 2 (1.57%) CircleCI
8 1 (0.79%) GoCD
8 1 (0.79%) JIRA
General
1 50 (39.37%) Social Skills
2 21 (16.54%) Analytical Skills
3 18 (14.17%) Finance
4 11 (8.66%) Banking
4 11 (8.66%) Manufacturing
4 11 (8.66%) Retail
5 10 (7.87%) Publishing
6 9 (7.09%) Inclusion and Diversity
7 6 (4.72%) Front Office
8 4 (3.15%) Wholesale Banking
9 3 (2.36%) Marketing
10 2 (1.57%) Financial Institution
10 2 (1.57%) Presentation Skills
11 1 (0.79%) Games
11 1 (0.79%) Investment Banking
11 1 (0.79%) Law
11 1 (0.79%) Military
11 1 (0.79%) Public Sector
Job Titles
1 49 (38.58%) Data Engineer
2 48 (37.80%) Architect
3 39 (30.71%) Data Architect
4 24 (18.90%) Cloud Architect
5 20 (15.75%) Senior Data Engineer
6 19 (14.96%) Solutions Architect
7 16 (12.60%) Lead Architect
8 14 (11.02%) Lead Cloud Architect
9 13 (10.24%) Cloud Solutions Architect
9 13 (10.24%) Data Scientist
9 13 (10.24%) Lead Data Architect
9 13 (10.24%) Lead Solutions Architect
10 10 (7.87%) AWS Architect
11 9 (7.09%) Platform Engineer
12 8 (6.30%) AWS Engineer
12 8 (6.30%) Hadoop Architect
12 8 (6.30%) Senior Data Scientist
13 7 (5.51%) Azure Architect
13 7 (5.51%) Big Data Architect
14 6 (4.72%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 58 (45.67%) Kafka
2 31 (24.41%) Spark Streaming
3 14 (11.02%) scikit-learn
3 14 (11.02%) TensorFlow
4 13 (10.24%) MXNet
5 7 (5.51%) PySpark
5 7 (5.51%) Web Services
6 5 (3.94%) Apache Camel
7 4 (3.15%) H2O
8 3 (2.36%) .NET
8 3 (2.36%) LDAP
9 2 (1.57%) .NET Core
9 2 (1.57%) .NET Framework
9 2 (1.57%) Apache Avro
9 2 (1.57%) Apache Beam
9 2 (1.57%) JSON
9 2 (1.57%) XML
10 1 (0.79%) Elastic Stack
10 1 (0.79%) LAPP Stack
10 1 (0.79%) Pandas
Miscellaneous
1 8 (6.30%) Algorithms
2 6 (4.72%) Data Structures
2 6 (4.72%) Virtual Team
3 5 (3.94%) Enterprise Software
3 5 (3.94%) User Experience
4 4 (3.15%) Life Science
4 4 (3.15%) Management Information System
5 3 (2.36%) Cloud Native
6 2 (1.57%) Blog
6 2 (1.57%) Greenfield Project
6 2 (1.57%) Linux Command Line
6 2 (1.57%) Self-Motivation
7 1 (0.79%) Acoustics
7 1 (0.79%) Data Centre
7 1 (0.79%) Equities
7 1 (0.79%) Fixed Income
7 1 (0.79%) Foreign Exchange (FX)
7 1 (0.79%) Public Cloud
7 1 (0.79%) Reference Data
Operating Systems
1 18 (14.17%) Linux
2 13 (10.24%) Unix
3 5 (3.94%) Windows
4 4 (3.15%) DC/OS
5 2 (1.57%) zOS
Processes & Methodologies
1 79 (62.20%) Analytics
2 63 (49.61%) ETL
3 51 (40.16%) Artificial Intelligence
4 50 (39.37%) Data Science
5 47 (37.01%) Visualisation
6 41 (32.28%) Continuous Integration
7 40 (31.50%) Agile Software Development
7 40 (31.50%) Data Munging
7 40 (31.50%) Unit Testing
8 39 (30.71%) Software Engineering
9 36 (28.35%) Data Engineering
10 34 (26.77%) Translating Business Requirements
11 32 (25.20%) Data Pipeline
12 31 (24.41%) Configuration Management
13 29 (22.83%) Business Intelligence
13 29 (22.83%) Data Modelling
14 26 (20.47%) Data Management
15 24 (18.90%) Data Visualisation
16 21 (16.54%) Data Analytics
16 21 (16.54%) Machine Learning
Programming Languages
1 78 (61.42%) Python
2 67 (52.76%) SQL
3 46 (36.22%) Java
4 44 (34.65%) Scala
5 16 (12.60%) R
6 13 (10.24%) JavaScript
7 7 (5.51%) Shell Script
8 6 (4.72%) PL/SQL
8 6 (4.72%) T-SQL
9 4 (3.15%) Clojure
9 4 (3.15%) Haskell
10 3 (2.36%) Bash Shell
11 2 (1.57%) COBOL
12 1 (0.79%) C#
12 1 (0.79%) Perl
Qualifications
1 11 (8.66%) Degree
2 6 (4.72%) Computer Science Degree
3 4 (3.15%) Security Cleared
4 2 (1.57%) CCA
5 1 (0.79%) PMI Certification
5 1 (0.79%) PMP
5 1 (0.79%) SC Cleared
5 1 (0.79%) TOGAF Certification
Quality Assurance & Compliance
1 14 (11.02%) Data Quality
2 2 (1.57%) PCI DSS
System Software
1 55 (43.31%) Docker
2 24 (18.90%) VirtualBox
3 2 (1.57%) Apache Flume
3 2 (1.57%) Apache ZooKeeper
3 2 (1.57%) HDFS
3 2 (1.57%) Samba
Systems Management
1 55 (43.31%) Kubernetes
2 48 (37.80%) Terraform
3 47 (37.01%) Ansible
4 24 (18.90%) Docker Swarm
5 14 (11.02%) Oozie
6 5 (3.94%) Hadoop YARN
7 4 (3.15%) Apache Brooklyn
7 4 (3.15%) Marathon
7 4 (3.15%) Mesos
8 3 (2.36%) Kibana
8 3 (2.36%) vRealize Orchestrator
9 2 (1.57%) Ambari
10 1 (0.79%) Consul
10 1 (0.79%) Grafana
10 1 (0.79%) Prometheus
Vendors
1 78 (61.42%) Hortonworks
2 48 (37.80%) Google
3 35 (27.56%) Informatica
4 30 (23.62%) Databricks
5 25 (19.69%) Microsoft
6 21 (16.54%) Oracle
7 16 (12.60%) Talend
8 13 (10.24%) Dataiku
9 11 (8.66%) IBM
9 11 (8.66%) StreamSets
10 7 (5.51%) MapR
10 7 (5.51%) Pega
11 5 (3.94%) Alteryx
11 5 (3.94%) Charles River
11 5 (3.94%) MuleSoft
11 5 (3.94%) Red Hat
12 4 (3.15%) Intel
12 4 (3.15%) NVIDIA
13 3 (2.36%) Ab Initio
13 3 (2.36%) Salesforce.com