Period
to 14 August 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 14 August 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
14 Aug 2018
Same period 2017 Same period 2016
Rank 839 1003 1012
Rank change year-on-year +164 +9 +173
Permanent jobs citing Hortonworks 291 191 239
As % of all permanent IT jobs advertised in England 0.18% 0.11% 0.13%
As % of the Vendors category 0.42% 0.26% 0.29%
Number of salaries quoted 153 155 137
England median annual salary £75,000 £65,000 £62,500
Median salary % change year-on-year +15.38% +4.00% +20.12%
10th Percentile £47,500 £45,000 £46,250
90th Percentile £116,000 £99,950 £92,500
UK median annual salary £75,000 £65,000 £60,000
% change year-on-year +15.38% +8.33% +9.56%

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 69,618 74,109 83,348
As % of all permanent IT jobs advertised in England 43.95% 44.51% 44.53%
Number of salaries quoted 54,419 58,157 68,657
England median annual salary £50,000 £47,500 £46,750
Median salary % change year-on-year +5.26% +1.60% +3.89%
10th Percentile £27,000 £26,250 £26,250
90th Percentile £78,750 £76,000 £75,000
UK median annual salary £49,500 £47,500 £45,000
% change year-on-year +4.21% +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 14 August 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 14 August 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 +98 207 £80,000 +6.67% 20
South East +13 57 £65,000 +18.18% 4
East of England +35 13 £49,700 -5.33%
South West +11 8 £61,250 -12.50% 4
North of England +28 3 £67,500 +5.88% 7
North East -19 2 £67,500 +35.00%
Midlands +24 1 £50,000 -16.67% 2
North West +5 1 £55,000 -15.38% 2
West Midlands - 1 £50,000 -
Hortonworks
UK

For the 6 months to 14 August 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.

1 272 (93.47%) Hadoop
2 238 (81.79%) Big Data
3 183 (62.89%) Python
4 170 (58.42%) Cloudera
5 169 (58.08%) Apache Spark
6 163 (56.01%) Apache Hive
7 161 (55.33%) Java
8 136 (46.74%) Kafka
9 133 (45.70%) Scala
10 124 (42.61%) Analytics
11 122 (41.92%) Linux
12 115 (39.52%) NoSQL
13 108 (37.11%) Agile Software Development
14 101 (34.71%) HBase
15 99 (34.02%) Amazon AWS
16 98 (33.68%) ETL
17 90 (30.93%) HDFS
18 88 (30.24%) Machine Learning
18 88 (30.24%) SQL
19 83 (28.52%) MapReduce
19 83 (28.52%) Jenkins
20 80 (27.49%) Continuous Integration
20 80 (27.49%) Data Science
21 75 (25.77%) Apache Flume
22 73 (25.09%) Impala
23 68 (23.37%) Apache Cassandra
24 67 (23.02%) Apache
25 66 (22.68%) MapR
26 65 (22.34%) Sqoop
27 62 (21.31%) WorldPay

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
1 169 (58.08%) Apache Spark
2 67 (23.02%) Apache
3 31 (10.65%) Apache Pig
4 22 (7.56%) Elasticsearch
5 21 (7.22%) Apache Solr
6 12 (4.12%) Confluence
7 8 (2.75%) SAS
8 3 (1.03%) Ethereum
8 3 (1.03%) Hyperledger
8 3 (1.03%) Jupyter
9 1 (0.34%) Tomcat
Applications
1 3 (1.03%) Chatbot
1 3 (1.03%) Microsoft Office
Business Applications
1 3 (1.03%) Distributed Ledger
Cloud Services
1 99 (34.02%) Amazon AWS
2 52 (17.87%) Microsoft Azure
3 36 (12.37%) Google Cloud Platform
4 31 (10.65%) Amazon EMR
5 20 (6.87%) IBM Cloud
6 12 (4.12%) Amazon Kinesis
7 10 (3.44%) Amazon SageMaker
8 3 (1.03%) Amazon EC2
8 3 (1.03%) PaaS
9 2 (0.69%) Amazon S3
9 2 (0.69%) Cloud Computing
9 2 (0.69%) OpenShift
9 2 (0.69%) SaaS
10 1 (0.34%) Azure Data Factory
10 1 (0.34%) Azure Machine Learning
10 1 (0.34%) CloudBees
10 1 (0.34%) Cloudflare
10 1 (0.34%) CloudFront
10 1 (0.34%) GitHub
Communications & Networking
1 41 (14.09%) Kerberos
2 16 (5.50%) TCP/IP
3 5 (1.72%) Broadband
4 4 (1.37%) Firewall
5 3 (1.03%) Internet
5 3 (1.03%) SSL
6 2 (0.69%) VPN
7 1 (0.34%) Network Security
7 1 (0.34%) Reverse Proxy
7 1 (0.34%) VLAN
Database & Business Intelligence
1 272 (93.47%) Hadoop
2 238 (81.79%) Big Data
3 163 (56.01%) Apache Hive
4 115 (39.52%) NoSQL
5 101 (34.71%) HBase
6 73 (25.09%) Impala
7 68 (23.37%) Apache Cassandra
8 65 (22.34%) Sqoop
9 47 (16.15%) MongoDB
10 46 (15.81%) Data Warehouse
11 36 (12.37%) PostgreSQL
12 33 (11.34%) Neo4j
13 32 (11.00%) Amazon Redshift
14 25 (8.59%) Relational Database
15 23 (7.90%) Data Lake
16 20 (6.87%) Flink
17 16 (5.50%) Amazon Athena
17 16 (5.50%) Cosmos DB
17 16 (5.50%) CouchDB
17 16 (5.50%) SQL Server
Development Applications
1 83 (28.52%) Jenkins
2 50 (17.18%) Git (software)
3 39 (13.40%) TeamCity
4 27 (9.28%) Atlassian Bamboo
5 26 (8.93%) JUnit
5 26 (8.93%) Vagrant
6 18 (6.19%) JIRA
7 5 (1.72%) CircleCI
8 3 (1.03%) Gradle
8 3 (1.03%) Maven
9 2 (0.69%) GitLab
9 2 (0.69%) RStudio
9 2 (0.69%) Travis CI
10 1 (0.34%) Artifactory
10 1 (0.34%) Bitbucket
10 1 (0.34%) CA Release Automation
10 1 (0.34%) Gerrit
10 1 (0.34%) Selenium
10 1 (0.34%) SonarQube
10 1 (0.34%) Sonatype Nexus
General
1 35 (12.03%) Finance
2 30 (10.31%) Banking
3 26 (8.93%) Retail
4 23 (7.90%) Marketing
5 17 (5.84%) Investment Banking
5 17 (5.84%) Manufacturing
6 13 (4.47%) Front Office
7 12 (4.12%) Pharmaceutical
8 7 (2.41%) Games
9 6 (2.06%) Advertising
10 4 (1.37%) Telecoms
11 2 (0.69%) Electronics
11 2 (0.69%) Financial Institution
12 1 (0.34%) French Language
12 1 (0.34%) German Language
12 1 (0.34%) Law
Job Titles
1 148 (50.86%) Data Engineer
2 97 (33.33%) Big Data Engineer
3 53 (18.21%) Hadoop Engineer
4 43 (14.78%) Developer
5 32 (11.00%) Senior Data Engineer
6 29 (9.97%) Systems Engineer
7 28 (9.62%) Architect
8 26 (8.93%) Senior Hadoop Engineer
9 20 (6.87%) Data Architect
9 20 (6.87%) Data Scientist
10 14 (4.81%) Hadoop Developer
10 14 (4.81%) Linux Engineer
10 14 (4.81%) Linux Systems Engineer
10 14 (4.81%) Scala Developer
11 13 (4.47%) Senior Developer
11 13 (4.47%) Solutions Architect
12 12 (4.12%) DevOps Engineer
13 11 (3.78%) AWS DevOps
13 11 (3.78%) AWS Engineer
13 11 (3.78%) Big Data Developer
Libraries, Frameworks & Software Standards
1 136 (46.74%) Kafka
2 49 (16.84%) TensorFlow
3 38 (13.06%) Spark Streaming
4 37 (12.71%) MLlib
5 35 (12.03%) Keras
6 18 (6.19%) LDAP
7 16 (5.50%) Natural Language Processing
8 15 (5.15%) SPNEGO
9 14 (4.81%) PySpark
10 11 (3.78%) SparkR
11 10 (3.44%) MXNet
11 10 (3.44%) scikit-learn
12 8 (2.75%) .NET
12 8 (2.75%) RabbitMQ
13 6 (2.06%) AngularJS
14 3 (1.03%) CSS3
14 3 (1.03%) LESS
14 3 (1.03%) Node.js
14 3 (1.03%) REST
14 3 (1.03%) RESTful
Miscellaneous
1 50 (17.18%) Analytical Skills
2 45 (15.46%) Fintech
3 24 (8.25%) User Experience
4 22 (7.56%) Computer Science
5 16 (5.50%) Algorithms
6 15 (5.15%) Greenfield Project
6 15 (5.15%) Linux Command Line
7 14 (4.81%) Life Science
8 13 (4.47%) Blog
9 12 (4.12%) Data Structures
9 12 (4.12%) Virtual Team
10 11 (3.78%) Derivative
10 11 (3.78%) Market Risk
11 9 (3.09%) Wiki
12 5 (1.72%) Enterprise Storage
13 4 (1.37%) Acoustics
13 4 (1.37%) NHS
14 3 (1.03%) Bitcoin
14 3 (1.03%) PMI
14 3 (1.03%) Social Media
Operating Systems
1 122 (41.92%) Linux
2 43 (14.78%) Unix
3 10 (3.44%) CentOS
3 10 (3.44%) Red Hat Enterprise Linux
3 10 (3.44%) Windows
4 9 (3.09%) Ubuntu
5 8 (2.75%) Fedora
6 1 (0.34%) Windows Server
Processes & Methodologies
1 124 (42.61%) Analytics
2 108 (37.11%) Agile Software Development
3 98 (33.68%) ETL
4 88 (30.24%) Machine Learning
5 83 (28.52%) MapReduce
6 80 (27.49%) Continuous Integration
6 80 (27.49%) Data Science
7 50 (17.18%) Deep Learning
8 49 (16.84%) Data Engineering
9 48 (16.49%) Configuration Management
10 41 (14.09%) Software Engineering
11 36 (12.37%) Data Analytics
12 35 (12.03%) Artificial Intelligence
12 35 (12.03%) Data Modelling
13 29 (9.97%) DevOps
13 29 (9.97%) Translating Business Requirements
14 28 (9.62%) Data Transformation
14 28 (9.62%) Problem-Solving
15 27 (9.28%) Data Munging
15 27 (9.28%) Unit Testing
Programming Languages
1 183 (62.89%) Python
2 161 (55.33%) Java
3 133 (45.70%) Scala
4 88 (30.24%) SQL
5 40 (13.75%) Go
6 38 (13.06%) R
6 38 (13.06%) Shell Script
7 27 (9.28%) Bash Shell
8 19 (6.53%) Perl
9 16 (5.50%) JavaScript
10 11 (3.78%) C
11 10 (3.44%) C#
12 9 (3.09%) PowerShell
13 3 (1.03%) Ruby
13 3 (1.03%) TypeScript
14 2 (0.69%) C++
14 2 (0.69%) MATLAB
14 2 (0.69%) PHP
14 2 (0.69%) T-SQL
15 1 (0.34%) VB.NET
Qualifications
1 23 (7.90%) Security Cleared
2 8 (2.75%) Degree
3 7 (2.41%) DV Cleared
4 5 (1.72%) CCNA
4 5 (1.72%) Cisco Certification
4 5 (1.72%) CISSP
4 5 (1.72%) CompTIA Security+
4 5 (1.72%) GIAC
4 5 (1.72%) Linux+ Certification
4 5 (1.72%) MCSE
4 5 (1.72%) Microsoft Certification
4 5 (1.72%) Network+ Certification
4 5 (1.72%) SANS
4 5 (1.72%) SSCP
5 4 (1.37%) Computer Science Degree
6 3 (1.03%) PhD
6 3 (1.03%) PMI Certification
6 3 (1.03%) SC Cleared
7 1 (0.34%) EMC Certification
7 1 (0.34%) Master's Degree
Quality Assurance & Compliance
1 11 (3.78%) MiFID
2 8 (2.75%) PMO
3 6 (2.06%) QA
4 5 (1.72%) GCP
4 5 (1.72%) SLA
5 3 (1.03%) COBIT
5 3 (1.03%) Data Quality
5 3 (1.03%) GDPR
System Software
1 90 (30.93%) HDFS
2 75 (25.77%) Apache Flume
3 49 (16.84%) Docker
4 38 (13.06%) Active Directory
5 33 (11.34%) VirtualBox
6 9 (3.09%) VMware Infrastructure
6 9 (3.09%) Xen
7 8 (2.75%) Apache ZooKeeper
8 7 (2.41%) VMware ESXi
9 5 (1.72%) NFS
9 5 (1.72%) Samba
10 4 (1.37%) Virtual Machines
11 2 (0.69%) KVM
Systems Management
1 60 (20.62%) Hadoop YARN
2 46 (15.81%) Ansible
3 43 (14.78%) Kubernetes
4 41 (14.09%) Oozie
5 35 (12.03%) Docker Swarm
6 29 (9.97%) Terraform
7 15 (5.15%) Prometheus
8 14 (4.81%) Grafana
9 13 (4.47%) Kibana
9 13 (4.47%) Puppet
10 12 (4.12%) logstash
11 7 (2.41%) Nagios
11 7 (2.41%) OpenNMS
11 7 (2.41%) vCenter Server
11 7 (2.41%) ZABBIX
12 4 (1.37%) Opscode Chef
13 3 (1.03%) Ambari
14 2 (0.69%) Mesos
14 2 (0.69%) Red Hat Spacewalk
15 1 (0.34%) Packer
Vendors
1 170 (58.42%) Cloudera
2 66 (22.68%) MapR
3 62 (21.31%) WorldPay
4 39 (13.40%) Google
5 31 (10.65%) Oracle
6 30 (10.31%) Informatica
7 28 (9.62%) Databricks
8 27 (9.28%) IBM
9 23 (7.90%) Talend
10 16 (5.50%) Microsoft
10 16 (5.50%) Netezza
10 16 (5.50%) Sybase
11 12 (4.12%) Dataiku
11 12 (4.12%) Tableau
12 9 (3.09%) Teradata
12 9 (3.09%) VMware
13 8 (2.75%) Red Hat
14 7 (2.41%) Datameer
14 7 (2.41%) SolarWinds
15 6 (2.06%) ServiceNow