Period
to 12 December 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 12 December 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
12 Dec 2018
Same period 2017 Same period 2016
Rank 777 1003 1050
Rank change year-on-year +226 +47 +101
Permanent jobs citing Hortonworks 335 183 146
As % of all permanent IT jobs advertised in England 0.23% 0.11% 0.083%
As % of the Vendors category 0.53% 0.25% 0.19%
Number of salaries quoted 226 142 94
England median annual salary £80,000 £65,000 £68,750
Median salary % change year-on-year +23.08% -5.45% +19.57%
10th Percentile £47,500 £45,000 £47,000
90th Percentile £110,000 £98,000 £90,000
UK median annual salary £80,000 £65,000 £72,500
% change year-on-year +23.08% -10.34% +26.09%

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 63,302 74,172 77,052
As % of all permanent IT jobs advertised in England 42.70% 44.15% 43.83%
Number of salaries quoted 49,307 57,923 62,710
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 £81,250 £76,250 £75,000
UK median annual salary £50,000 £47,500 £45,500
% change year-on-year +5.26% +4.40% +1.11%

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 12 December 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 12 December 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 +160 222 £85,000 +17.24% 21
South East +33 43 £72,500 +31.82% 2
East of England +58 23 £53,750 +2.38% 1
North of England +19 18 £76,400 +32.87% 6
South West +44 17 £66,250 -17.19% 3
North West +9 8 £83,198 +44.69% 5
Midlands - 6 £72,500 - 1
North East - 5 £49,337 -
Yorkshire - 5 £49,337 - 1
East Midlands - 4 £72,500 -
West Midlands - 2 £63,750 - 1
Hortonworks
UK

For the 6 months to 12 December 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.

1 291 (86.87%) Big Data
2 282 (84.18%) Hadoop
3 252 (75.22%) Apache Spark
4 208 (62.09%) Python
5 201 (60.00%) Apache Hive
6 197 (58.81%) Java
7 192 (57.31%) Cloudera
8 186 (55.52%) Scala
9 185 (55.22%) Kafka
10 180 (53.73%) Agile Software Development
11 162 (48.36%) NoSQL
12 160 (47.76%) HBase
13 153 (45.67%) Amazon AWS
14 142 (42.39%) Apache Cassandra
15 140 (41.79%) ETL
16 129 (38.51%) Analytics
17 120 (35.82%) Data Science
18 115 (34.33%) MapR
19 99 (29.55%) SQL
20 98 (29.25%) Oozie
21 93 (27.76%) Impala
22 89 (26.57%) Apache Flume
23 88 (26.27%) Linux
24 86 (25.67%) Hadoop YARN
25 84 (25.07%) Data Modelling
26 83 (24.78%) MapReduce
27 82 (24.48%) Microsoft Azure
28 77 (22.99%) Elasticsearch
28 77 (22.99%) Scrum
29 76 (22.69%) Databricks

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
1 252 (75.22%) Apache Spark
2 77 (22.99%) Elasticsearch
3 73 (21.79%) Apache Pig
4 57 (17.01%) Apache
5 38 (11.34%) Apache Solr
6 8 (2.39%) Confluence
6 8 (2.39%) SAS
7 2 (0.60%) GemFire
7 2 (0.60%) Jupyter
7 2 (0.60%) nginx
8 1 (0.30%) Apache Airflow
Applications
1 3 (0.90%) SPSS
2 2 (0.60%) Chatbot
Cloud Services
1 153 (45.67%) Amazon AWS
2 82 (24.48%) Microsoft Azure
3 38 (11.34%) Amazon EMR
4 31 (9.25%) Google Cloud Platform
5 23 (6.87%) GitHub
6 17 (5.07%) Amazon Kinesis
7 16 (4.78%) Azure Data Factory
8 15 (4.48%) Amazon SageMaker
9 10 (2.99%) Amazon EC2
10 9 (2.69%) Amazon S3
10 9 (2.69%) AWS Data Pipeline
10 9 (2.69%) AWS Lambda
11 6 (1.79%) IBM Cloud
12 4 (1.19%) Cloud Computing
12 4 (1.19%) PaaS
13 3 (0.90%) Azure Machine Learning
13 3 (0.90%) SaaS
14 2 (0.60%) Amazon CloudWatch
14 2 (0.60%) Slack
15 1 (0.30%) Cloudflare
Communications & Networking
1 13 (3.88%) Kerberos
2 7 (2.09%) Internet
3 5 (1.49%) Broadband
4 4 (1.19%) Firewall
4 4 (1.19%) HTTP
4 4 (1.19%) SSL
5 3 (0.90%) TCP/IP
5 3 (0.90%) VPN
6 2 (0.60%) VLAN
Database & Business Intelligence
1 291 (86.87%) Big Data
2 282 (84.18%) Hadoop
3 201 (60.00%) Apache Hive
4 162 (48.36%) NoSQL
5 160 (47.76%) HBase
6 142 (42.39%) Apache Cassandra
7 93 (27.76%) Impala
8 74 (22.09%) Amazon Redshift
9 65 (19.40%) Couchbase
10 63 (18.81%) MongoDB
11 61 (18.21%) Flink
12 59 (17.61%) CouchDB
13 56 (16.72%) Data Warehouse
14 37 (11.04%) Relational Database
15 36 (10.75%) SQL Server
16 33 (9.85%) Data Lake
16 33 (9.85%) Spark SQL
17 30 (8.96%) SQL Server Integration Services
18 28 (8.36%) Sqoop
19 23 (6.87%) SQL Server Reporting Services
Development Applications
1 57 (17.01%) Jenkins
2 33 (9.85%) Git (software)
3 19 (5.67%) JUnit
4 16 (4.78%) Atlassian Bamboo
4 16 (4.78%) Vagrant
5 12 (3.58%) JIRA
5 12 (3.58%) TeamCity
6 7 (2.09%) GitLab
7 6 (1.79%) Eclipse
8 5 (1.49%) Travis CI
9 4 (1.19%) CircleCI
9 4 (1.19%) Maven
9 4 (1.19%) Subversion
9 4 (1.19%) Team Foundation Server
10 2 (0.60%) Artifactory
10 2 (0.60%) FindBugs
10 2 (0.60%) IntelliJ
10 2 (0.60%) PowerDesigner
11 1 (0.30%) Gerrit
11 1 (0.30%) Selenium
General
1 54 (16.12%) Finance
2 36 (10.75%) Banking
3 29 (8.66%) Retail
4 18 (5.37%) Games
4 18 (5.37%) Investment Banking
5 17 (5.07%) Advertising
5 17 (5.07%) Marketing
6 14 (4.18%) Pharmaceutical
7 11 (3.28%) Manufacturing
8 6 (1.79%) Front Office
9 5 (1.49%) Telecoms
10 3 (0.90%) Aerospace
10 3 (0.90%) Electronics
11 2 (0.60%) Financial Institution
12 1 (0.30%) French Language
12 1 (0.30%) German Language
Job Titles
1 159 (47.46%) Data Engineer
2 130 (38.81%) Big Data Engineer
3 50 (14.93%) Developer
4 44 (13.13%) Architect
5 38 (11.34%) Data Architect
6 31 (9.25%) Senior Data Engineer
7 22 (6.57%) Hadoop Engineer
8 21 (6.27%) Big Data Developer
9 20 (5.97%) Data Scientist
10 18 (5.37%) Games Engineer
11 17 (5.07%) Hadoop Developer
12 15 (4.48%) Big Data Architect
13 12 (3.58%) Scala Developer
13 12 (3.58%) Senior Developer
13 12 (3.58%) Solutions Architect
14 11 (3.28%) Java Engineer
15 10 (2.99%) Head of Digital
15 10 (2.99%) Platform Engineer
16 8 (2.39%) Python Engineer
16 8 (2.39%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 185 (55.22%) Kafka
2 50 (14.93%) Spark Streaming
3 30 (8.96%) PySpark
4 28 (8.36%) TensorFlow
5 24 (7.16%) .NET
6 17 (5.07%) scikit-learn
7 16 (4.78%) Natural Language Processing
8 15 (4.48%) MXNet
9 13 (3.88%) Elastic Stack
9 13 (3.88%) MLlib
10 11 (3.28%) Keras
11 10 (2.99%) RESTful
11 10 (2.99%) Web Services
12 9 (2.69%) Middleware
12 9 (2.69%) Rendezvous
12 9 (2.69%) SparkR
13 7 (2.09%) AngularJS
13 7 (2.09%) RabbitMQ
13 7 (2.09%) React
14 6 (1.79%) JSON
Miscellaneous
1 56 (16.72%) Analytical Skills
2 19 (5.67%) Algorithms
3 16 (4.78%) Data Structures
4 15 (4.48%) Life Science
5 14 (4.18%) Virtual Team
6 13 (3.88%) Fintech
7 11 (3.28%) Derivative
7 11 (3.28%) Market Risk
8 9 (2.69%) Wiki
9 8 (2.39%) Acoustics
9 8 (2.39%) Blog
9 8 (2.39%) Enterprise Storage
9 8 (2.39%) Greenfield Project
10 7 (2.09%) Cybercrime
10 7 (2.09%) User Experience
11 4 (1.19%) Linux Command Line
12 3 (0.90%) PMI
12 3 (0.90%) Social Network
13 2 (0.60%) Mainframe
14 1 (0.30%) Management Information System
Operating Systems
1 88 (26.27%) Linux
2 43 (12.84%) Unix
3 23 (6.87%) Windows
4 22 (6.57%) Red Hat Enterprise Linux
5 21 (6.27%) CentOS
6 16 (4.78%) Fedora
6 16 (4.78%) Ubuntu
7 2 (0.60%) CoreOS
7 2 (0.60%) DC/OS
8 1 (0.30%) Windows Server
Processes & Methodologies
1 180 (53.73%) Agile Software Development
2 140 (41.79%) ETL
3 129 (38.51%) Analytics
4 120 (35.82%) Data Science
5 84 (25.07%) Data Modelling
6 83 (24.78%) MapReduce
7 77 (22.99%) Scrum
8 75 (22.39%) Machine Learning
9 60 (17.91%) Kanban
10 59 (17.61%) Continuous Integration
11 49 (14.63%) Configuration Management
12 47 (14.03%) Artificial Intelligence
13 43 (12.84%) Data Engineering
14 41 (12.24%) Data Analytics
14 41 (12.24%) Software Engineering
15 40 (11.94%) Data Integration
16 37 (11.04%) Visualisation
17 34 (10.15%) Data Analysis
18 32 (9.55%) DevOps
19 31 (9.25%) Deep Learning
Programming Languages
1 208 (62.09%) Python
2 197 (58.81%) Java
3 186 (55.52%) Scala
4 99 (29.55%) SQL
5 40 (11.94%) R
6 31 (9.25%) Bash Shell
7 25 (7.46%) JavaScript
8 22 (6.57%) C#
9 20 (5.97%) PowerShell
10 16 (4.78%) Shell Script
11 12 (3.58%) Go
12 9 (2.69%) C
13 6 (1.79%) Haskell
13 6 (1.79%) Perl
14 4 (1.19%) Ruby
14 4 (1.19%) T-SQL
15 3 (0.90%) VB.NET
16 2 (0.60%) HiveQL
16 2 (0.60%) MATLAB
17 1 (0.30%) Clojure
Qualifications
1 24 (7.16%) Security Cleared
2 20 (5.97%) Degree
3 16 (4.78%) DV Cleared
4 10 (2.99%) Computer Science Degree
5 8 (2.39%) CCNA
5 8 (2.39%) Cisco Certification
5 8 (2.39%) CISSP
5 8 (2.39%) CompTIA Security+
5 8 (2.39%) GIAC
5 8 (2.39%) Linux+ Certification
5 8 (2.39%) MCSE
5 8 (2.39%) Microsoft Certification
5 8 (2.39%) Network+ Certification
5 8 (2.39%) SANS
5 8 (2.39%) SSCP
6 3 (0.90%) Master's Degree
6 3 (0.90%) PMI Certification
7 2 (0.60%) ISEB
7 2 (0.60%) PhD
8 1 (0.30%) SC Cleared
Quality Assurance & Compliance
1 18 (5.37%) QA
2 15 (4.48%) MiFID
3 6 (1.79%) PMO
4 3 (0.90%) COBIT
4 3 (0.90%) Data Quality
4 3 (0.90%) GDPR
4 3 (0.90%) SLA
System Software
1 89 (26.57%) Apache Flume
2 73 (21.79%) HDFS
3 62 (18.51%) Docker
4 32 (9.55%) VirtualBox
5 21 (6.27%) Apache ZooKeeper
6 16 (4.78%) VMware ESXi
6 16 (4.78%) VMware Infrastructure
6 16 (4.78%) Xen
7 10 (2.99%) Active Directory
8 8 (2.39%) NFS
8 8 (2.39%) Samba
9 4 (1.19%) Virtual Machines
Systems Management
1 98 (29.25%) Oozie
2 86 (25.67%) Hadoop YARN
3 52 (15.52%) Ansible
4 50 (14.93%) Kubernetes
5 36 (10.75%) Kibana
6 32 (9.55%) Docker Swarm
7 30 (8.96%) logstash
8 27 (8.06%) Prometheus
9 22 (6.57%) Grafana
9 22 (6.57%) Puppet
10 18 (5.37%) Terraform
11 16 (4.78%) Nagios
11 16 (4.78%) OpenNMS
11 16 (4.78%) vCenter Server
11 16 (4.78%) ZABBIX
12 12 (3.58%) Ambari
13 5 (1.49%) Opscode Chef
14 4 (1.19%) Rundeck
15 2 (0.60%) HAProxy
16 1 (0.30%) Packer
Vendors
1 192 (57.31%) Cloudera
2 115 (34.33%) MapR
3 76 (22.69%) Databricks
4 45 (13.43%) Microsoft
5 33 (9.85%) Google
5 33 (9.85%) Oracle
6 27 (8.06%) Tableau
7 19 (5.67%) WorldPay
8 18 (5.37%) Informatica
9 17 (5.07%) Red Hat
10 16 (4.78%) SolarWinds
10 16 (4.78%) VMware
11 15 (4.48%) Dataiku
12 14 (4.18%) Alteryx
13 10 (2.99%) CA
13 10 (2.99%) Talend
14 9 (2.69%) Solace
14 9 (2.69%) Teradata
14 9 (2.69%) TIBCO
15 8 (2.39%) IBM