Period
to 18 August 2019

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 18 August 2019 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
18 Aug 2019
Same period 2018 Same period 2017
Rank 815 860 1001
Rank change year-on-year +45 +141 +7
Permanent jobs citing Hortonworks 232 294 191
As % of all permanent IT jobs advertised in England 0.18% 0.18% 0.11%
As % of the Vendors category 0.41% 0.43% 0.26%
Number of salaries quoted 186 156 156
England median annual salary £80,000 £75,000 £63,750
Median salary % change year-on-year +6.67% +17.65% +2.00%
10th Percentile £55,750 £46,500 £45,000
90th Percentile £115,000 £112,500 £98,000
UK median annual salary £80,000 £75,000 £62,500
% change year-on-year +6.67% +20.00% +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 55,928 68,946 74,230
As % of all permanent IT jobs advertised in England 42.67% 43.37% 44.56%
Number of salaries quoted 43,118 53,626 58,301
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +1.06%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £82,500 £78,750 £76,250
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 18 August 2019.

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 18 August 2019. 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 +40 156 £97,500 +21.88% 16
South West +10 30 £61,500 -12.14% 1
North of England +29 15 £61,000 -9.63% 5
South East -2 14 £65,000 -
North West +49 11 £65,500 +19.09% 3
Midlands +50 4 £65,000 +30.00% 2
West Midlands +27 4 £65,000 +30.00% 2
East of England +73 3 £60,000 +20.72% 1
North East +24 2 £46,540 -31.05%
Yorkshire - 2 £47,500 - 2
Hortonworks
UK

For the 6 months to 18 August 2019, 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.

1 197 (84.91%) Big Data
2 166 (71.55%) Apache Spark
3 161 (69.40%) Python
4 152 (65.52%) Hadoop
5 133 (57.33%) Agile Software Development
6 126 (54.31%) Cloudera
7 125 (53.88%) Kafka
8 119 (51.29%) Analytics
9 117 (50.43%) Apache Hive
10 105 (45.26%) Java
11 101 (43.53%) Scala
12 96 (41.38%) Hadoop YARN
13 95 (40.95%) Amazon AWS
14 84 (36.21%) Docker
15 81 (34.91%) Ansible
16 76 (32.76%) Linux
17 75 (32.33%) SQL
17 75 (32.33%) NoSQL
18 69 (29.74%) Microsoft Azure
19 66 (28.45%) Data Analytics
20 59 (25.43%) HBase
21 58 (25.00%) ETL
22 56 (24.14%) Scrum
23 54 (23.28%) MapR
23 54 (23.28%) Databricks
24 53 (22.84%) Data Science
24 53 (22.84%) Apache Cassandra
25 52 (22.41%) Jenkins
25 52 (22.41%) Oozie
26 50 (21.55%) MapReduce

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
1 166 (71.55%) Apache Spark
2 47 (20.26%) Elasticsearch
3 46 (19.83%) Apache Pig
4 19 (8.19%) Apache Solr
5 9 (3.88%) Apache
6 7 (3.02%) Confluence
7 6 (2.59%) SAS
8 2 (0.86%) Jupyter
8 2 (0.86%) nginx
9 1 (0.43%) OpenStack
Cloud Services
1 95 (40.95%) Amazon AWS
2 69 (29.74%) Microsoft Azure
3 46 (19.83%) Google Cloud Platform
4 16 (6.90%) Power Platform
5 15 (6.47%) Amazon SageMaker
6 14 (6.03%) Amazon EMR
7 10 (4.31%) Amazon Kinesis
8 6 (2.59%) Amazon S3
8 6 (2.59%) IBM Cloud
9 5 (2.16%) PaaS
10 4 (1.72%) AWS Lambda
10 4 (1.72%) GitHub
10 4 (1.72%) IaaS
10 4 (1.72%) Serverless
11 3 (1.29%) Azure Machine Learning
11 3 (1.29%) Quay.io
12 2 (0.86%) Slack
13 1 (0.43%) Azure Data Factory
13 1 (0.43%) Data Lake Analytics
13 1 (0.43%) OpenShift
Communications & Networking
1 7 (3.02%) Kerberos
2 6 (2.59%) Internet
3 4 (1.72%) SSL
4 3 (1.29%) Firewall
4 3 (1.29%) VPN
5 2 (0.86%) HTTP
5 2 (0.86%) HTTPS
6 1 (0.43%) Broadband
Database & Business Intelligence
1 197 (84.91%) Big Data
2 152 (65.52%) Hadoop
3 117 (50.43%) Apache Hive
4 75 (32.33%) NoSQL
5 59 (25.43%) HBase
6 53 (22.84%) Apache Cassandra
7 50 (21.55%) Data Warehouse
8 49 (21.12%) Impala
9 45 (19.40%) Amazon Redshift
10 41 (17.67%) Couchbase
11 39 (16.81%) CouchDB
11 39 (16.81%) Flink
12 27 (11.64%) Neo4j
13 23 (9.91%) Data Lake
13 23 (9.91%) SQL Server
14 22 (9.48%) PostgreSQL
14 22 (9.48%) Relational Database
14 22 (9.48%) Spark SQL
15 20 (8.62%) Pentaho
16 17 (7.33%) DataStage
Development Applications
1 52 (22.41%) Jenkins
2 24 (10.34%) Git (software)
3 21 (9.05%) Artifactory
4 18 (7.76%) Atlassian Bamboo
5 15 (6.47%) Vagrant
6 11 (4.74%) JIRA
7 3 (1.29%) Sonatype Nexus
8 2 (0.86%) GitLab
8 2 (0.86%) Hudson
9 1 (0.43%) GoCD
9 1 (0.43%) Gradle
9 1 (0.43%) Maven
9 1 (0.43%) RStudio
General
1 41 (17.67%) Finance
2 34 (14.66%) Banking
3 19 (8.19%) Retail
4 10 (4.31%) Manufacturing
5 9 (3.88%) Front Office
6 6 (2.59%) Games
7 5 (2.16%) Investment Banking
8 3 (1.29%) Legal
9 2 (0.86%) Public Sector
Job Titles
1 66 (28.45%) Data Engineer
2 59 (25.43%) Developer
3 45 (19.40%) Big Data Engineer
4 37 (15.95%) Big Data Developer
5 33 (14.22%) Architect
6 31 (13.36%) Data Architect
7 29 (12.50%) Scala Developer
8 25 (10.78%) Java Developer
8 25 (10.78%) Java Scala Developer
9 24 (10.34%) Big Data Architect
10 17 (7.33%) Administrator
10 17 (7.33%) Consultant
11 14 (6.03%) Data Administrator
11 14 (6.03%) Platform Engineer
12 13 (5.60%) Data Scientist
13 12 (5.17%) Data Warehouse Developer
14 11 (4.74%) Lead Developer
14 11 (4.74%) Senior Data Engineer
15 10 (4.31%) SSRS Developer
15 10 (4.31%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 125 (53.88%) Kafka
2 28 (12.07%) Spark Streaming
3 22 (9.48%) Natural Language Processing
4 17 (7.33%) TensorFlow
5 16 (6.90%) scikit-learn
6 15 (6.47%) Apache NiFi
6 15 (6.47%) MXNet
7 14 (6.03%) JSON
8 10 (4.31%) Elastic Stack
9 9 (3.88%) RabbitMQ
10 8 (3.45%) .NET
10 8 (3.45%) PySpark
11 7 (3.02%) YAML
12 4 (1.72%) Apache Drill
12 4 (1.72%) Web Services
13 3 (1.29%) HTML
13 3 (1.29%) JSP
13 3 (1.29%) LDAP
13 3 (1.29%) XML
13 3 (1.29%) XSLT
Miscellaneous
1 17 (7.33%) Analytical Skills
2 10 (4.31%) Blog
2 10 (4.31%) Cloud Native
2 10 (4.31%) Enterprise Storage
2 10 (4.31%) Linux Command Line
3 9 (3.88%) Acoustics
4 6 (2.59%) Greenfield Project
5 5 (2.16%) Algorithms
5 5 (2.16%) Derivative
6 4 (1.72%) Equities
7 3 (1.29%) Data Centre
7 3 (1.29%) Data Structures
8 2 (0.86%) FMCG
8 2 (0.86%) Life Science
8 2 (0.86%) Mainframe
8 2 (0.86%) Public Cloud
9 1 (0.43%) Equity Derivative
9 1 (0.43%) Foreign Exchange (FX)
9 1 (0.43%) Replication
Operating Systems
1 76 (32.76%) Linux
2 18 (7.76%) Red Hat Enterprise Linux
3 17 (7.33%) Windows
4 10 (4.31%) CentOS
4 10 (4.31%) Fedora
4 10 (4.31%) Ubuntu
5 8 (3.45%) Unix
6 2 (0.86%) CoreOS
6 2 (0.86%) SUSE Linux Enterprise Server
6 2 (0.86%) VME
Processes & Methodologies
1 133 (57.33%) Agile Software Development
2 119 (51.29%) Analytics
3 66 (28.45%) Data Analytics
4 58 (25.00%) ETL
5 56 (24.14%) Scrum
6 53 (22.84%) Data Science
7 50 (21.55%) MapReduce
8 47 (20.26%) Software Engineering
9 46 (19.83%) Kanban
10 45 (19.40%) Use Case
11 41 (17.67%) Big Data Analytics
12 38 (16.38%) Data Engineering
13 35 (15.09%) Continuous Integration
14 34 (14.66%) DevOps
15 33 (14.22%) Configuration Management
15 33 (14.22%) Technology Roadmap
16 31 (13.36%) Visualisation
17 30 (12.93%) Data Ingestion
17 30 (12.93%) Machine Learning
18 29 (12.50%) Data Modelling
Programming Languages
1 161 (69.40%) Python
2 105 (45.26%) Java
3 101 (43.53%) Scala
4 75 (32.33%) SQL
5 37 (15.95%) Bash Shell
6 36 (15.52%) R
7 29 (12.50%) PowerShell
8 19 (8.19%) JavaScript
9 12 (5.17%) T-SQL
10 10 (4.31%) C
10 10 (4.31%) C#
11 7 (3.02%) Shell Script
12 3 (1.29%) Go
12 3 (1.29%) Perl
12 3 (1.29%) Ruby
13 2 (0.86%) VB.NET
14 1 (0.43%) Java 8
Qualifications
1 19 (8.19%) Degree
2 17 (7.33%) Computer Science Degree
3 10 (4.31%) Security Cleared
4 5 (2.16%) PhD
4 5 (2.16%) SC Cleared
5 1 (0.43%) CCA
5 1 (0.43%) CCNA
5 1 (0.43%) Cisco Certification
5 1 (0.43%) CISSP
5 1 (0.43%) CompTIA Security+
5 1 (0.43%) DV Cleared
5 1 (0.43%) GIAC
5 1 (0.43%) Linux+ Certification
5 1 (0.43%) MCSE
5 1 (0.43%) Microsoft Certification
5 1 (0.43%) Network+ Certification
5 1 (0.43%) SANS
5 1 (0.43%) SSCP
Quality Assurance & Compliance
1 9 (3.88%) Data Quality
2 4 (1.72%) GDPR
2 4 (1.72%) QA
3 3 (1.29%) ISO/IEC 27001
4 1 (0.43%) MiFID
System Software
1 84 (36.21%) Docker
2 46 (19.83%) Apache Flume
3 25 (10.78%) VirtualBox
4 18 (7.76%) HDFS
5 10 (4.31%) NFS
5 10 (4.31%) Samba
5 10 (4.31%) VMware ESXi
5 10 (4.31%) VMware Infrastructure
5 10 (4.31%) Xen
6 7 (3.02%) Apache ZooKeeper
7 2 (0.86%) Virtual Servers
8 1 (0.43%) Active Directory
Systems Management
1 96 (41.38%) Hadoop YARN
2 81 (34.91%) Ansible
3 52 (22.41%) Oozie
4 37 (15.95%) Kubernetes
5 28 (12.07%) Docker Swarm
6 22 (9.48%) Ambari
7 18 (7.76%) Terraform
8 16 (6.90%) Puppet
9 10 (4.31%) Nagios
9 10 (4.31%) OpenNMS
9 10 (4.31%) vCenter Server
9 10 (4.31%) ZABBIX
10 7 (3.02%) logstash
11 6 (2.59%) Kibana
12 3 (1.29%) Opscode Chef
12 3 (1.29%) Prometheus
12 3 (1.29%) Single Sign-On
13 2 (0.86%) HAProxy
13 2 (0.86%) Host Intrusion Detection System
13 2 (0.86%) Sysdig
Vendors
1 126 (54.31%) Cloudera
2 54 (23.28%) Databricks
2 54 (23.28%) MapR
3 35 (15.09%) Google
4 28 (12.07%) Informatica
4 28 (12.07%) Talend
5 27 (11.64%) Microsoft
6 26 (11.21%) VMware
7 16 (6.90%) Teradata
8 15 (6.47%) Dataiku
9 12 (5.17%) Oracle
10 10 (4.31%) Dell
10 10 (4.31%) EMC
10 10 (4.31%) NetApp
10 10 (4.31%) Red Hat
10 10 (4.31%) SolarWinds
11 9 (3.88%) IBM
12 8 (3.45%) Splunk
12 8 (3.45%) Tableau
13 7 (3.02%) Moogsoft