Period
to 17 October 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 17 October 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
17 Oct 2018
Same period 2017 Same period 2016
Rank 807 998 1030
Rank change year-on-year +191 +32 +141
Permanent jobs citing Hortonworks 317 175 196
As % of all permanent IT jobs advertised in England 0.21% 0.11% 0.11%
As % of the Vendors category 0.48% 0.24% 0.25%
Number of salaries quoted 203 140 120
England median annual salary £75,000 £60,000 £67,500
Median salary % change year-on-year +25.00% -11.11% +32.31%
10th Percentile £46,500 £40,500 £46,250
90th Percentile £109,750 £92,875 £92,500
UK median annual salary £75,000 £60,000 £67,500
% change year-on-year +25.00% -11.11% +29.73%

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 65,601 72,795 79,271
As % of all permanent IT jobs advertised in England 42.81% 44.30% 43.79%
Number of salaries quoted 51,352 56,749 64,754
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £80,000 £76,000 £75,000
UK median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +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 17 October 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 17 October 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 +128 204 £80,000 +18.52% 34
South East +21 59 £70,000 +27.27% 6
East of England +59 25 £44,400 -11.20% 2
South West +26 14 £70,000 -12.50% 6
North of England +14 5 £76,400 +71.69% 3
Midlands - 5 £72,500 - 2
North West -3 4 £76,400 +71.69% 2
East Midlands - 4 £72,500 - 2
Yorkshire - 1 £47,500 - 1
West Midlands - 1 £75,000 -
Hortonworks
UK

For the 6 months to 17 October 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.

1 274 (86.44%) Hadoop
2 255 (80.44%) Big Data
3 214 (67.51%) Apache Spark
4 195 (61.51%) Python
5 177 (55.84%) Java
6 174 (54.89%) Cloudera
7 169 (53.31%) Apache Hive
8 161 (50.79%) Kafka
9 153 (48.26%) Scala
10 141 (44.48%) Agile Software Development
11 132 (41.64%) Analytics
12 129 (40.69%) Amazon AWS
13 128 (40.38%) NoSQL
13 128 (40.38%) ETL
14 121 (38.17%) HBase
15 108 (34.07%) Data Science
16 101 (31.86%) Apache Cassandra
17 91 (28.71%) Linux
18 86 (27.13%) MapR
19 85 (26.81%) SQL
20 83 (26.18%) Microsoft Azure
21 80 (25.24%) Impala
22 78 (24.61%) Continuous Integration
23 76 (23.97%) MapReduce
23 76 (23.97%) Jenkins
24 75 (23.66%) HDFS
25 74 (23.34%) Apache Flume
26 73 (23.03%) Machine Learning
27 69 (21.77%) Data Modelling
28 63 (19.87%) Analytical Skills

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
1 214 (67.51%) Apache Spark
2 57 (17.98%) Apache
3 45 (14.20%) Apache Pig
4 43 (13.56%) Elasticsearch
5 21 (6.62%) Apache Solr
6 13 (4.10%) Confluence
7 8 (2.52%) SAS
8 4 (1.26%) Jupyter
9 2 (0.63%) GemFire
10 1 (0.32%) nginx
10 1 (0.32%) Tomcat
Applications
1 4 (1.26%) Chatbot
2 1 (0.32%) SPSS
Cloud Services
1 129 (40.69%) Amazon AWS
2 83 (26.18%) Microsoft Azure
3 42 (13.25%) Amazon EMR
4 35 (11.04%) Google Cloud Platform
5 18 (5.68%) Amazon Kinesis
6 15 (4.73%) Azure Data Factory
6 15 (4.73%) IBM Cloud
7 14 (4.42%) Amazon SageMaker
8 7 (2.21%) Amazon EC2
9 4 (1.26%) Azure Machine Learning
9 4 (1.26%) GitHub
9 4 (1.26%) PaaS
10 3 (0.95%) Amazon S3
10 3 (0.95%) AWS Data Pipeline
10 3 (0.95%) AWS Lambda
10 3 (0.95%) Cloud Computing
10 3 (0.95%) SaaS
11 2 (0.63%) Amazon CloudWatch
12 1 (0.32%) CloudBees
12 1 (0.32%) CloudFront
Communications & Networking
1 23 (7.26%) Kerberos
2 8 (2.52%) TCP/IP
3 5 (1.58%) Broadband
4 4 (1.26%) Firewall
4 4 (1.26%) SSL
5 3 (0.95%) HTTP
5 3 (0.95%) VPN
6 2 (0.63%) VLAN
7 1 (0.32%) Reverse Proxy
Database & Business Intelligence
1 274 (86.44%) Hadoop
2 255 (80.44%) Big Data
3 169 (53.31%) Apache Hive
4 128 (40.38%) NoSQL
5 121 (38.17%) HBase
6 101 (31.86%) Apache Cassandra
7 80 (25.24%) Impala
8 58 (18.30%) Data Warehouse
9 52 (16.40%) MongoDB
10 49 (15.46%) Amazon Redshift
11 44 (13.88%) Relational Database
11 44 (13.88%) Sqoop
12 37 (11.67%) SQL Server
13 34 (10.73%) Couchbase
13 34 (10.73%) Data Lake
13 34 (10.73%) Flink
14 32 (10.09%) CouchDB
15 30 (9.46%) PostgreSQL
15 30 (9.46%) SQL Server Integration Services
16 25 (7.89%) Neo4j
Development Applications
1 76 (23.97%) Jenkins
2 43 (13.56%) Git (software)
3 25 (7.89%) TeamCity
4 24 (7.57%) Atlassian Bamboo
4 24 (7.57%) Vagrant
5 23 (7.26%) JUnit
6 17 (5.36%) JIRA
7 6 (1.89%) CircleCI
8 5 (1.58%) Eclipse
9 4 (1.26%) Maven
10 3 (0.95%) GitLab
10 3 (0.95%) Subversion
10 3 (0.95%) Team Foundation Server
11 2 (0.63%) Artifactory
11 2 (0.63%) FindBugs
11 2 (0.63%) IntelliJ
11 2 (0.63%) RStudio
11 2 (0.63%) Travis CI
12 1 (0.32%) Gerrit
12 1 (0.32%) Selenium
General
1 48 (15.14%) Finance
2 39 (12.30%) Banking
3 35 (11.04%) Retail
4 22 (6.94%) Investment Banking
4 22 (6.94%) Marketing
5 17 (5.36%) Advertising
6 16 (5.05%) Manufacturing
7 14 (4.42%) Pharmaceutical
8 13 (4.10%) Front Office
9 12 (3.79%) Games
10 5 (1.58%) Telecoms
11 3 (0.95%) Electronics
12 1 (0.32%) Aerospace
12 1 (0.32%) French Language
12 1 (0.32%) German Language
12 1 (0.32%) Law
Job Titles
1 150 (47.32%) Data Engineer
2 115 (36.28%) Big Data Engineer
3 56 (17.67%) Developer
4 44 (13.88%) Architect
5 42 (13.25%) Hadoop Engineer
6 35 (11.04%) Data Architect
7 34 (10.73%) Senior Data Engineer
8 23 (7.26%) Hadoop Developer
9 21 (6.62%) Data Scientist
10 17 (5.36%) Senior Hadoop Engineer
11 16 (5.05%) Scala Developer
12 14 (4.42%) Solutions Architect
13 13 (4.10%) Big Data Developer
13 13 (4.10%) Java Engineer
13 13 (4.10%) Senior Developer
14 12 (3.79%) Games Engineer
15 11 (3.47%) Big Data Architect
15 11 (3.47%) DevOps Engineer
15 11 (3.47%) Platform Engineer
16 10 (3.15%) AWS DevOps
Libraries, Frameworks & Software Standards
1 161 (50.79%) Kafka
2 40 (12.62%) Spark Streaming
2 40 (12.62%) TensorFlow
3 27 (8.52%) MLlib
4 26 (8.20%) PySpark
5 23 (7.26%) Keras
6 18 (5.68%) .NET
7 16 (5.05%) Natural Language Processing
7 16 (5.05%) scikit-learn
8 14 (4.42%) MXNet
8 14 (4.42%) SparkR
9 12 (3.79%) RabbitMQ
10 10 (3.15%) LDAP
11 9 (2.84%) RESTful
12 7 (2.21%) AngularJS
12 7 (2.21%) React
13 6 (1.89%) Elastic Stack
13 6 (1.89%) Web Services
14 4 (1.26%) ASP.NET
14 4 (1.26%) J2EE
Miscellaneous
1 63 (19.87%) Analytical Skills
2 30 (9.46%) Computer Science
3 18 (5.68%) Fintech
4 17 (5.36%) Algorithms
5 16 (5.05%) Derivative
5 16 (5.05%) Market Risk
6 15 (4.73%) Data Structures
6 15 (4.73%) Life Science
6 15 (4.73%) User Experience
7 14 (4.42%) Virtual Team
8 13 (4.10%) Blog
9 10 (3.15%) Wiki
10 9 (2.84%) Greenfield Project
11 8 (2.52%) Enterprise Storage
12 7 (2.21%) Acoustics
13 5 (1.58%) Cybercrime
14 4 (1.26%) Linux Command Line
15 3 (0.95%) PMI
16 2 (0.63%) Foreign Exchange (FX)
16 2 (0.63%) Mainframe
Operating Systems
1 91 (28.71%) Linux
2 31 (9.78%) Unix
3 19 (5.99%) Red Hat Enterprise Linux
4 18 (5.68%) CentOS
5 17 (5.36%) Windows
6 14 (4.42%) Ubuntu
7 13 (4.10%) Fedora
8 1 (0.32%) CoreOS
8 1 (0.32%) DC/OS
8 1 (0.32%) Windows Server
Processes & Methodologies
1 141 (44.48%) Agile Software Development
2 132 (41.64%) Analytics
3 128 (40.38%) ETL
4 108 (34.07%) Data Science
5 78 (24.61%) Continuous Integration
6 76 (23.97%) MapReduce
7 73 (23.03%) Machine Learning
8 69 (21.77%) Data Modelling
9 56 (17.67%) Configuration Management
10 42 (13.25%) Artificial Intelligence
11 41 (12.93%) Data Engineering
12 40 (12.62%) Deep Learning
12 40 (12.62%) Scrum
12 40 (12.62%) Software Engineering
13 39 (12.30%) Data Analytics
14 37 (11.67%) Visualisation
15 32 (10.09%) Data Management
15 32 (10.09%) Kanban
16 31 (9.78%) Data Integration
16 31 (9.78%) Problem-Solving
Programming Languages
1 195 (61.51%) Python
2 177 (55.84%) Java
3 153 (48.26%) Scala
4 85 (26.81%) SQL
5 50 (15.77%) R
6 32 (10.09%) Bash Shell
7 29 (9.15%) Shell Script
8 27 (8.52%) JavaScript
9 26 (8.20%) Go
10 18 (5.68%) PowerShell
11 17 (5.36%) C#
12 11 (3.47%) C
13 7 (2.21%) Perl
14 6 (1.89%) Haskell
15 5 (1.58%) Ruby
16 4 (1.26%) T-SQL
16 4 (1.26%) VB.NET
17 2 (0.63%) MATLAB
17 2 (0.63%) PHP
18 1 (0.32%) Clojure
Qualifications
1 26 (8.20%) Security Cleared
2 14 (4.42%) Degree
3 13 (4.10%) DV Cleared
4 9 (2.84%) Computer Science Degree
5 8 (2.52%) CCNA
5 8 (2.52%) Cisco Certification
5 8 (2.52%) CISSP
5 8 (2.52%) CompTIA Security+
5 8 (2.52%) GIAC
5 8 (2.52%) Linux+ Certification
5 8 (2.52%) MCSE
5 8 (2.52%) Microsoft Certification
5 8 (2.52%) Network+ Certification
5 8 (2.52%) SANS
5 8 (2.52%) SSCP
6 3 (0.95%) Master's Degree
6 3 (0.95%) PhD
6 3 (0.95%) PMI Certification
7 2 (0.63%) ISEB
7 2 (0.63%) SC Cleared
Quality Assurance & Compliance
1 18 (5.68%) QA
2 14 (4.42%) MiFID
3 9 (2.84%) PMO
4 3 (0.95%) COBIT
4 3 (0.95%) GDPR
4 3 (0.95%) SLA
5 1 (0.32%) Data Quality
System Software
1 75 (23.66%) HDFS
2 74 (23.34%) Apache Flume
3 61 (19.24%) Docker
4 37 (11.67%) VirtualBox
5 19 (5.99%) Active Directory
6 15 (4.73%) VMware Infrastructure
6 15 (4.73%) Xen
7 14 (4.42%) Apache ZooKeeper
8 13 (4.10%) VMware ESXi
9 8 (2.52%) NFS
9 8 (2.52%) Samba
10 5 (1.58%) Virtual Machines
11 2 (0.63%) KVM
Systems Management
1 62 (19.56%) Hadoop YARN
2 53 (16.72%) Ansible
2 53 (16.72%) Kubernetes
2 53 (16.72%) Oozie
3 39 (12.30%) Docker Swarm
4 29 (9.15%) Kibana
5 26 (8.20%) Terraform
6 25 (7.89%) Prometheus
7 24 (7.57%) Grafana
7 24 (7.57%) logstash
8 20 (6.31%) Puppet
9 13 (4.10%) Nagios
9 13 (4.10%) OpenNMS
9 13 (4.10%) vCenter Server
9 13 (4.10%) ZABBIX
10 6 (1.89%) Ambari
11 5 (1.58%) Opscode Chef
12 3 (0.95%) Mesos
12 3 (0.95%) Rundeck
13 2 (0.63%) Red Hat Spacewalk
Vendors
1 174 (54.89%) Cloudera
2 86 (27.13%) MapR
3 51 (16.09%) Databricks
4 42 (13.25%) Microsoft
5 39 (12.30%) Google
6 27 (8.52%) WorldPay
7 26 (8.20%) Informatica
7 26 (8.20%) Tableau
8 21 (6.62%) Oracle
9 19 (5.99%) IBM
9 19 (5.99%) Talend
10 15 (4.73%) Alteryx
10 15 (4.73%) Dataiku
10 15 (4.73%) VMware
11 14 (4.42%) Red Hat
12 13 (4.10%) CA
12 13 (4.10%) SolarWinds
13 11 (3.47%) Teradata
14 8 (2.52%) Dell
14 8 (2.52%) Netezza