Period
to 20 November 2017

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 20 November 2017 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
20 Nov 2017
Same period 2016 Same period 2015
Rank 972 1030 1158
Rank change year-on-year +58 +128 +78
Permanent jobs citing Hortonworks 178 167 130
As % of all permanent IT jobs advertised in England 0.11% 0.095% 0.063%
As % of the Vendors category 0.24% 0.22% 0.14%
Number of salaries quoted 141 112 61
England median annual salary £65,000 £67,500 £58,000
Median salary % change year-on-year -3.70% +16.38% -33.71%
10th Percentile £45,000 £46,250 £38,250
90th Percentile £98,000 £90,000 £93,750
UK median annual salary £65,000 £72,500 £58,000
% change year-on-year -10.34% +25.00% -33.71%

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 74722 77148 94029
As % of all permanent IT jobs advertised in England 44.35% 43.70% 45.71%
Number of salaries quoted 58265 62894 77308
England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
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 20 November 2017.

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 20 November 2017. 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 +7 114 £72,500 -3.33% 13
South East +39 32 £55,000 -13.73% 1
North of England +21 23 £57,500 -14.81% 4
North West +5 23 £57,500 -14.81% 1
East of England +4 2 £52,500 -
South West +5 1 £80,000 +60.00%
Hortonworks
UK

For the 6 months to 20 November 2017, IT jobs citing Hortonworks also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Hortonworks.

1 156 (87.64%) Big Data
2 139 (78.09%) Hadoop
3 111 (62.36%) Python
4 95 (53.37%) Cloudera
5 90 (50.56%) Apache Spark
5 90 (50.56%) Java
6 85 (47.75%) Analytics
7 81 (45.51%) Agile Software Development
8 71 (39.89%) SQL
9 66 (37.08%) Continuous Integration
10 65 (36.52%) Microsoft Azure
10 65 (36.52%) Linux
10 65 (36.52%) Business Intelligence
11 55 (30.90%) Scala
12 52 (29.21%) Apache Hive
13 51 (28.65%) MapR
14 50 (28.09%) HBase
15 48 (26.97%) NoSQL
15 48 (26.97%) Data Integration
16 46 (25.84%) ETL
16 46 (25.84%) Apache
17 44 (24.72%) Finance
18 40 (22.47%) Amazon AWS
19 39 (21.91%) SQL Server
20 36 (20.22%) Data Warehouse
20 36 (20.22%) Kafka
21 35 (19.66%) DevOps
22 34 (19.10%) Scrum
22 34 (19.10%) Software Engineering
22 34 (19.10%) R

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 90 (50.56%) Apache Spark
2 46 (25.84%) Apache
3 32 (17.98%) SAS
4 26 (14.61%) Elasticsearch
5 16 (8.99%) Apache Airflow
6 14 (7.87%) Apache Solr
7 6 (3.37%) Confluence
8 4 (2.25%) Apache Pig
9 3 (1.69%) JBoss
10 2 (1.12%) Tomcat
11 1 (0.56%) GemFire
11 1 (0.56%) nginx
Applications
1 13 (7.30%) SPSS
Cloud Services
1 65 (36.52%) Microsoft Azure
2 40 (22.47%) Amazon AWS
3 17 (9.55%) Cloud Computing
4 15 (8.43%) GitHub
5 14 (7.87%) Amazon CloudWatch
5 14 (7.87%) AWS CloudFormation
5 14 (7.87%) Azure Machine Learning
6 8 (4.49%) Amazon EMR
6 8 (4.49%) Google Cloud Platform
7 7 (3.93%) IaaS
7 7 (3.93%) PaaS
7 7 (3.93%) SaaS
8 1 (0.56%) Amazon EC2
8 1 (0.56%) Amazon Kinesis
8 1 (0.56%) Amazon S3
8 1 (0.56%) Amazon SQS
8 1 (0.56%) Azure Active Directory
8 1 (0.56%) CloudBees
8 1 (0.56%) Cortana Intelligence Suite
8 1 (0.56%) Office 365
Communications & Networking
1 13 (7.30%) Kerberos
2 2 (1.12%) LDAP
3 1 (0.56%) Network Security
3 1 (0.56%) Wireless
Database & Business Intelligence
1 156 (87.64%) Big Data
2 139 (78.09%) Hadoop
3 52 (29.21%) Apache Hive
4 50 (28.09%) HBase
5 48 (26.97%) NoSQL
6 39 (21.91%) SQL Server
7 36 (20.22%) Data Warehouse
8 27 (15.17%) Data Lake
8 27 (15.17%) Power BI
9 26 (14.61%) Apache Cassandra
9 26 (14.61%) MongoDB
10 24 (13.48%) Relational Database
11 21 (11.80%) SQL Server Integration Services
12 20 (11.24%) HDInsight
13 16 (8.99%) Pentaho
14 15 (8.43%) SQL Server Reporting Services
15 14 (7.87%) Azure SQL Data Warehouse
15 14 (7.87%) RDBMS
15 14 (7.87%) Spotfire
16 13 (7.30%) Impala
Development Applications
1 32 (17.98%) Jenkins
2 23 (12.92%) JIRA
3 14 (7.87%) Bitbucket
3 14 (7.87%) Git (software)
4 6 (3.37%) Talend Open Studio
5 5 (2.81%) Artifactory
5 5 (2.81%) GitLab
5 5 (2.81%) Maven
5 5 (2.81%) Vagrant
6 4 (2.25%) Cucumber
6 4 (2.25%) Team Foundation Server
7 1 (0.56%) Atlassian Bamboo
7 1 (0.56%) Selenium
7 1 (0.56%) SonarQube
7 1 (0.56%) Subversion
General
1 44 (24.72%) Finance
2 28 (15.73%) Manufacturing
3 24 (13.48%) Marketing
4 23 (12.92%) Telecoms
5 17 (9.55%) Electronics
6 11 (6.18%) Legal
7 10 (5.62%) Retail
8 9 (5.06%) Aerospace
9 5 (2.81%) Pharmaceutical
10 4 (2.25%) Banking
11 1 (0.56%) Advertising
11 1 (0.56%) Investment Banking
11 1 (0.56%) Retail Banking
Job Titles
1 46 (25.84%) Architect
2 44 (24.72%) Developer
3 37 (20.79%) Data Architect
4 31 (17.42%) Data Engineer
5 29 (16.29%) Big Data Engineer
6 25 (14.04%) Big Data Architect
7 24 (13.48%) Big Data Developer
8 20 (11.24%) SQL Developer
9 17 (9.55%) Consultant
10 16 (8.99%) Agile Developer
10 16 (8.99%) Data Consultant
11 15 (8.43%) Big Data Consultant
12 14 (7.87%) Data Warehouse Developer
13 13 (7.30%) Data Manager
13 13 (7.30%) Hadoop Engineer
13 13 (7.30%) Solutions Architect
14 11 (6.18%) Analytics Manager
14 11 (6.18%) Data Analytics Manager
14 11 (6.18%) Java Developer
15 10 (5.62%) Python Developer
Libraries, Frameworks & Software Standards
1 36 (20.22%) Kafka
2 22 (12.36%) Spring
3 18 (10.11%) RESTful
4 17 (9.55%) React
5 14 (7.87%) .NET
5 14 (7.87%) ASP.NET
5 14 (7.87%) Hibernate
6 6 (3.37%) REST
6 6 (3.37%) Samza
6 6 (3.37%) Spark Streaming
7 5 (2.81%) Drools
7 5 (2.81%) Spring Boot
7 5 (2.81%) TinkerPop
8 4 (2.25%) Apache Camel
8 4 (2.25%) Natural Language Processing
8 4 (2.25%) XML
9 3 (1.69%) Apache Tez
9 3 (1.69%) JSON
9 3 (1.69%) MLlib
10 2 (1.12%) Guice
Miscellaneous
1 22 (12.36%) Analytical Skills
1 22 (12.36%) Computer Science
2 17 (9.55%) User Experience
3 11 (6.18%) Social Network
4 7 (3.93%) Life Science
5 5 (2.81%) 3D Printing
5 5 (2.81%) IVR
5 5 (2.81%) Mobile Computing
5 5 (2.81%) NHS
5 5 (2.81%) Robotics
6 4 (2.25%) Algorithms
7 3 (1.69%) Data Centre
8 2 (1.12%) Data Structures
8 2 (1.12%) Management Information System
8 2 (1.12%) Virtual Team
9 1 (0.56%) Augmented Reality
9 1 (0.56%) Fintech
9 1 (0.56%) FMCG
9 1 (0.56%) Taxonomies
Operating Systems
1 65 (36.52%) Linux
2 28 (15.73%) Windows
3 9 (5.06%) Unix
4 5 (2.81%) Red Hat Enterprise Linux
5 4 (2.25%) Ubuntu
6 2 (1.12%) Mesosphere
7 1 (0.56%) CoreOS
7 1 (0.56%) SUSE Linux Enterprise Server
Processes & Methodologies
1 85 (47.75%) Analytics
2 81 (45.51%) Agile Software Development
3 66 (37.08%) Continuous Integration
4 65 (36.52%) Business Intelligence
5 48 (26.97%) Data Integration
6 46 (25.84%) ETL
7 35 (19.66%) DevOps
8 34 (19.10%) Scrum
8 34 (19.10%) Software Engineering
9 33 (18.54%) MapReduce
10 32 (17.98%) Data Modelling
11 30 (16.85%) Visualisation
12 26 (14.61%) Data Management
13 25 (14.04%) Open Source
14 23 (12.92%) Business Development
15 22 (12.36%) Data Analytics
15 22 (12.36%) Machine Learning
16 19 (10.67%) Data Governance
17 18 (10.11%) Mentoring
18 16 (8.99%) Mathematics
Programming Languages
1 111 (62.36%) Python
2 90 (50.56%) Java
3 71 (39.89%) SQL
4 55 (30.90%) Scala
5 34 (19.10%) R
6 17 (9.55%) Shell Script
7 16 (8.99%) JavaScript
8 15 (8.43%) C#
9 14 (7.87%) PowerShell
9 14 (7.87%) T-SQL
9 14 (7.87%) VB.NET
10 4 (2.25%) C++
11 2 (1.12%) CQL
12 1 (0.56%) Bash Shell
12 1 (0.56%) Perl
Qualifications
1 31 (17.42%) Security Cleared
2 18 (10.11%) Degree
3 13 (7.30%) SC Cleared
4 6 (3.37%) Computer Science Degree
5 3 (1.69%) CTC Cleared
6 2 (1.12%) DV Cleared
7 1 (0.56%) APMP
7 1 (0.56%) PhD
Quality Assurance & Compliance
1 26 (14.61%) Data Quality
2 5 (2.81%) QA
3 3 (1.69%) GCP
System Software
1 27 (15.17%) HDFS
2 20 (11.24%) Docker
3 14 (7.87%) Apache Flume
4 10 (5.62%) Apache ZooKeeper
5 2 (1.12%) MapR-FS
6 1 (0.56%) Active Directory
6 1 (0.56%) Virtual Machines
6 1 (0.56%) VMware Infrastructure
6 1 (0.56%) vSphere
Systems Management
1 20 (11.24%) Ambari
1 20 (11.24%) Puppet
2 18 (10.11%) Oozie
3 17 (9.55%) Opscode Chef
4 14 (7.87%) Ansible
4 14 (7.87%) Hadoop YARN
5 11 (6.18%) ZABBIX
6 9 (5.06%) Kubernetes
7 6 (3.37%) Terraform
8 2 (1.12%) Docker Swarm
8 2 (1.12%) Salt
8 2 (1.12%) yum
9 1 (0.56%) EMC NetWorker
9 1 (0.56%) HAProxy
9 1 (0.56%) Host Intrusion Detection System
9 1 (0.56%) Kibana
9 1 (0.56%) logstash
9 1 (0.56%) Nagios
9 1 (0.56%) Network Intrusion Detection System
9 1 (0.56%) Prometheus
Vendors
1 95 (53.37%) Cloudera
2 51 (28.65%) MapR
3 33 (18.54%) Tableau
4 19 (10.67%) Oracle
4 19 (10.67%) SAP
5 18 (10.11%) Jaspersoft
5 18 (10.11%) Microsoft
6 17 (9.55%) ArcSight
6 17 (9.55%) HP
7 15 (8.43%) Google
8 12 (6.74%) Teradata
9 11 (6.18%) IBM
10 10 (5.62%) Greenplum
11 8 (4.49%) Informatica
12 7 (3.93%) Netezza
13 6 (3.37%) Talend
14 4 (2.25%) Red Hat
15 3 (1.69%) Datameer
16 2 (1.12%) BMC
16 2 (1.12%) Platfora