Period
to 23 May 2018

The table below provides summary statistics for permanent job vacancies advertised in England with a requirement for knowledge and experience of Hortonworks products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hortonworks 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 Hortonworks.

Hortonworks
UK > England
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 882 1006 1001
Rank change year-on-year +124 -5 +221
Permanent jobs citing Hortonworks 271 144 256
As % of all permanent IT jobs advertised in England 0.17% 0.090% 0.14%
As % of the Vendors category 0.38% 0.20% 0.30%
Number of salaries quoted 153 116 135
England median annual salary £75,000 £72,500 £62,500
Median salary % change year-on-year +3.45% +16.00% +4.17%
10th Percentile £47,500 £51,250 £47,500
90th Percentile £107,500 £102,500 £90,750
UK median annual salary £75,000 £72,500 £57,500
% change year-on-year +3.45% +26.09% -4.17%

Hortonworks 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 71,608 70,270 85,561
As % of all permanent IT jobs advertised in England 44.52% 44.08% 45.33%
Number of salaries quoted 56,566 56,834 70,766
England median annual salary £48,500 £47,500 £45,000
Median salary % change year-on-year +2.11% +5.56% -
10th Percentile £27,000 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
UK median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% -

Hortonworks
Job Vacancy Trend in England

Job postings citing Hortonworks as a percentage of all IT jobs advertised in England.

Job vacancy trend for Hortonworks in England

Hortonworks
Salary Trend in England

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

Salary trend for Hortonworks in England

Hortonworks
Salary Histogram in England

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

Salary histogram for Hortonworks in England

Hortonworks
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hortonworks within the England region 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
London +65 189 £80,000 +6.67% 13
South East +21 43 £65,000 +30.00% 5
East of England -5 16 £75,000 +42.86% 1
North of England +8 11 £66,250 +6.00% 5
South West -13 11 £82,500 +22.22% 1
North West +12 9 £60,000 -15.79% 2
North East -18 2 £67,500 +35.00%
Midlands +17 1 £50,000 -16.67%
West Midlands - 1 £50,000 -
Hortonworks
UK

For the 6 months to 23 May 2018, IT jobs citing Hortonworks 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 across the England region with a requirement for Hortonworks.

1 256 (94.46%) Hadoop
2 226 (83.39%) Big Data
3 161 (59.41%) Cloudera
4 153 (56.46%) Python
5 145 (53.51%) Apache Spark
6 143 (52.77%) Kafka
7 135 (49.82%) Java
8 131 (48.34%) Apache Hive
9 121 (44.65%) Linux
10 110 (40.59%) Analytics
11 102 (37.64%) Scala
12 97 (35.79%) Agile Software Development
13 91 (33.58%) NoSQL
14 90 (33.21%) HBase
15 85 (31.37%) Machine Learning
15 85 (31.37%) Amazon AWS
16 83 (30.63%) SQL
17 81 (29.89%) MapReduce
17 81 (29.89%) ETL
18 79 (29.15%) HDFS
19 73 (26.94%) Jenkins
20 72 (26.57%) Apache Flume
21 70 (25.83%) Continuous Integration
22 68 (25.09%) Apache Cassandra
23 63 (23.25%) Apache
24 60 (22.14%) MapR
24 60 (22.14%) WorldPay
25 58 (21.40%) Sqoop
25 58 (21.40%) Data Science
26 57 (21.03%) Impala

Hortonworks
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
1 145 (53.51%) Apache Spark
2 63 (23.25%) Apache
3 30 (11.07%) Apache Pig
4 28 (10.33%) Apache Solr
5 24 (8.86%) SAS
6 14 (5.17%) Elasticsearch
7 11 (4.06%) Confluence
8 6 (2.21%) Tomcat
9 3 (1.11%) Ethereum
9 3 (1.11%) Hyperledger
9 3 (1.11%) nginx
10 2 (0.74%) Apache Airflow
10 2 (0.74%) Jupyter
11 1 (0.37%) GemFire
11 1 (0.37%) JBoss
Applications
1 4 (1.48%) Microsoft Office
2 2 (0.74%) Chatbot
3 1 (0.37%) SPSS
Business Applications
1 3 (1.11%) Distributed Ledger
2 1 (0.37%) WebTrends
Cloud Services
1 85 (31.37%) Amazon AWS
2 45 (16.61%) Microsoft Azure
3 28 (10.33%) Google Cloud Platform
4 19 (7.01%) Amazon EMR
5 16 (5.90%) IBM Cloud
6 14 (5.17%) GitHub
7 7 (2.58%) Amazon S3
7 7 (2.58%) IaaS
7 7 (2.58%) PaaS
7 7 (2.58%) SaaS
8 5 (1.85%) Amazon EC2
8 5 (1.85%) OpenShift
9 4 (1.48%) Amazon Kinesis
9 4 (1.48%) Amazon SageMaker
9 4 (1.48%) Amazon SQS
10 3 (1.11%) Cloud Computing
11 2 (0.74%) Azure Data Factory
12 1 (0.37%) Amazon CloudWatch
12 1 (0.37%) AWS CloudFormation
12 1 (0.37%) Azure Active Directory
Communications & Networking
1 38 (14.02%) Kerberos
2 14 (5.17%) TCP/IP
3 4 (1.48%) Internet
4 2 (0.74%) SSL
5 1 (0.37%) Firewall
5 1 (0.37%) Network Security
Database & Business Intelligence
1 256 (94.46%) Hadoop
2 226 (83.39%) Big Data
3 131 (48.34%) Apache Hive
4 91 (33.58%) NoSQL
5 90 (33.21%) HBase
6 68 (25.09%) Apache Cassandra
7 58 (21.40%) Sqoop
8 57 (21.03%) Impala
9 55 (20.30%) Data Warehouse
10 40 (14.76%) MongoDB
11 33 (12.18%) PostgreSQL
12 29 (10.70%) Neo4j
13 27 (9.96%) Relational Database
14 22 (8.12%) DB2
15 18 (6.64%) Data Lake
16 15 (5.54%) Amazon Redshift
16 15 (5.54%) RDBMS
17 13 (4.80%) Amazon Athena
17 13 (4.80%) Cosmos DB
18 12 (4.43%) Data Mining
Development Applications
1 73 (26.94%) Jenkins
2 43 (15.87%) Git (software)
3 38 (14.02%) TeamCity
4 20 (7.38%) Atlassian Bamboo
4 20 (7.38%) JIRA
5 17 (6.27%) Vagrant
6 15 (5.54%) JUnit
7 6 (2.21%) Cucumber
7 6 (2.21%) Maven
8 5 (1.85%) Gradle
9 4 (1.48%) CircleCI
10 3 (1.11%) CA Release Automation
10 3 (1.11%) Sonatype Nexus
11 2 (0.74%) Artifactory
11 2 (0.74%) GitLab
12 1 (0.37%) Bitbucket
12 1 (0.37%) Gerrit
12 1 (0.37%) Mercurial
12 1 (0.37%) Travis CI
General
1 37 (13.65%) Finance
2 25 (9.23%) Banking
3 22 (8.12%) Marketing
4 21 (7.75%) Retail
5 13 (4.80%) Manufacturing
6 6 (2.21%) Financial Institution
6 6 (2.21%) Investment Banking
7 5 (1.85%) Front Office
8 2 (0.74%) Telecoms
9 1 (0.37%) Pharmaceutical
Job Titles
1 125 (46.13%) Data Engineer
2 82 (30.26%) Big Data Engineer
3 49 (18.08%) Hadoop Engineer
4 44 (16.24%) Architect
5 31 (11.44%) Developer
5 31 (11.44%) Systems Engineer
6 28 (10.33%) Data Architect
7 22 (8.12%) Senior Data Engineer
8 21 (7.75%) Big Data Architect
9 19 (7.01%) Senior Hadoop Engineer
10 15 (5.54%) Linux Engineer
11 14 (5.17%) AWS DevOps
11 14 (5.17%) Big Data Developer
11 14 (5.17%) Data Scientist
11 14 (5.17%) Linux Systems Engineer
12 13 (4.80%) Software Engineer
13 12 (4.43%) DevOps Engineer
14 11 (4.06%) Big Data Software Engineer
15 10 (3.69%) Azure DevOps
16 9 (3.32%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 143 (52.77%) Kafka
2 43 (15.87%) TensorFlow
3 32 (11.81%) MLlib
4 31 (11.44%) Keras
4 31 (11.44%) Spark Streaming
5 17 (6.27%) SPNEGO
6 14 (5.17%) LDAP
6 14 (5.17%) RabbitMQ
7 9 (3.32%) Akka
7 9 (3.32%) Natural Language Processing
8 5 (1.85%) AngularJS
8 5 (1.85%) Lucene
9 4 (1.48%) MXNet
9 4 (1.48%) REST
9 4 (1.48%) Samza
9 4 (1.48%) scikit-learn
10 3 (1.11%) Angular 2
10 3 (1.11%) Apache Avro
10 3 (1.11%) Apache Drill
10 3 (1.11%) Spring Boot
Miscellaneous
1 43 (15.87%) Fintech
2 28 (10.33%) Analytical Skills
3 22 (8.12%) Computer Science
4 20 (7.38%) User Experience
5 17 (6.27%) Linux Command Line
6 15 (5.54%) Algorithms
7 13 (4.80%) Greenfield Project
8 7 (2.58%) Blog
9 6 (2.21%) DataPower
10 5 (1.85%) Wiki
11 4 (1.48%) Derivative
11 4 (1.48%) Market Risk
11 4 (1.48%) NHS
11 4 (1.48%) Self-Motivation
12 3 (1.11%) Bitcoin
12 3 (1.11%) Life Science
13 2 (0.74%) Clustering
13 2 (0.74%) Enterprise Software
13 2 (0.74%) Social Media
13 2 (0.74%) Social Network
Operating Systems
1 121 (44.65%) Linux
2 44 (16.24%) Unix
3 10 (3.69%) Windows
4 7 (2.58%) Red Hat Enterprise Linux
5 6 (2.21%) AIX
5 6 (2.21%) HPUX
5 6 (2.21%) Solaris
6 3 (1.11%) Ubuntu
7 2 (0.74%) CoreOS
8 1 (0.37%) CentOS
8 1 (0.37%) Fedora
8 1 (0.37%) SUSE
Processes & Methodologies
1 110 (40.59%) Analytics
2 97 (35.79%) Agile Software Development
3 85 (31.37%) Machine Learning
4 81 (29.89%) ETL
4 81 (29.89%) MapReduce
5 70 (25.83%) Continuous Integration
6 58 (21.40%) Data Science
7 54 (19.93%) Data Engineering
7 54 (19.93%) DevOps
8 49 (18.08%) Software Engineering
9 40 (14.76%) Deep Learning
10 34 (12.55%) Visualisation
11 30 (11.07%) Data Transformation
11 30 (11.07%) Migration
12 27 (9.96%) Configuration Management
12 27 (9.96%) Scrum
13 24 (8.86%) Data Visualisation
14 22 (8.12%) Operations Research
15 21 (7.75%) Data Analytics
15 21 (7.75%) Open Source
Programming Languages
1 153 (56.46%) Python
2 135 (49.82%) Java
3 102 (37.64%) Scala
4 83 (30.63%) SQL
5 39 (14.39%) Shell Script
6 38 (14.02%) Go
7 33 (12.18%) R
8 22 (8.12%) Perl
9 21 (7.75%) Bash Shell
10 9 (3.32%) JavaScript
11 8 (2.95%) C
11 8 (2.95%) C#
12 6 (2.21%) C++
13 3 (1.11%) TypeScript
14 2 (0.74%) PHP
14 2 (0.74%) Ruby
15 1 (0.37%) HiveQL
15 1 (0.37%) T-SQL
Qualifications
1 18 (6.64%) Security Cleared
2 11 (4.06%) PhD
3 10 (3.69%) Degree
4 7 (2.58%) SC Cleared
5 6 (2.21%) Computer Science Degree
6 4 (1.48%) Master's Degree
7 2 (0.74%) CTC Cleared
7 2 (0.74%) DV Cleared
7 2 (0.74%) EMC Certification
8 1 (0.37%) Numerate Degree
Quality Assurance & Compliance
1 7 (2.58%) GCP
2 5 (1.85%) Data Quality
2 5 (1.85%) QA
3 4 (1.48%) MiFID
3 4 (1.48%) SLA
4 3 (1.11%) PMO
System Software
1 79 (29.15%) HDFS
2 72 (26.57%) Apache Flume
3 55 (20.30%) Docker
4 34 (12.55%) Active Directory
5 17 (6.27%) VirtualBox
6 7 (2.58%) Apache ZooKeeper
7 6 (2.21%) Virtual Machines
8 4 (1.48%) VMware Infrastructure
9 3 (1.11%) KVM
9 3 (1.11%) Xen
10 1 (0.37%) vSphere
Systems Management
1 50 (18.45%) Hadoop YARN
2 45 (16.61%) Ansible
3 33 (12.18%) Kubernetes
4 29 (10.70%) Oozie
5 28 (10.33%) Terraform
6 23 (8.49%) Docker Swarm
7 20 (7.38%) Puppet
8 11 (4.06%) Opscode Chef
9 6 (2.21%) Mesos
9 6 (2.21%) Tivoli
9 6 (2.21%) Tivoli Monitoring
10 5 (1.85%) Ambari
10 5 (1.85%) Kibana
11 3 (1.11%) Red Hat Spacewalk
12 2 (0.74%) HAProxy
12 2 (0.74%) Host Intrusion Detection System
12 2 (0.74%) logstash
12 2 (0.74%) Network Intrusion Detection System
12 2 (0.74%) Prometheus
13 1 (0.37%) Packer
Vendors
1 161 (59.41%) Cloudera
2 60 (22.14%) MapR
2 60 (22.14%) WorldPay
3 41 (15.13%) IBM
4 39 (14.39%) Google
5 36 (13.28%) Oracle
6 30 (11.07%) Tableau
7 22 (8.12%) Informatica
7 22 (8.12%) Talend
8 19 (7.01%) Netezza
9 18 (6.64%) Sybase
10 16 (5.90%) Microsoft
10 16 (5.90%) Teradata
11 8 (2.95%) Dataiku
12 7 (2.58%) Databricks
13 6 (2.21%) Datameer
13 6 (2.21%) Hitachi
13 6 (2.21%) MicroStrategy
14 5 (1.85%) CA
14 5 (1.85%) SAP