Period
to 21 September 2017

The table below provides summary statistics for permanent job vacancies 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 21 September 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
6 months to
21 Sep 2017
Same period 2016 Same period 2015
Rank 984 1033 1204
Rank change year-on-year +49 +171 +53
Permanent jobs citing Hortonworks 185 219 121
As % of all permanent IT jobs advertised in the UK 0.10% 0.11% 0.055%
As % of the Vendors category 0.24% 0.26% 0.12%
Number of salaries quoted 149 135 60
UK median annual salary £62,500 £62,500 £51,015
Median salary % change year-on-year - +22.51% -44.85%
10th Percentile £45,000 £41,500 £38,250
90th Percentile £96,600 £92,500 £87,625
UK excluding London median annual salary £55,000 £55,000 £48,000
% change year-on-year - +14.58% -

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.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 78588 85479 101418
As % of all permanent IT jobs advertised in the UK 44.54% 43.94% 46.22%
Number of salaries quoted 60795 69296 82457
UK median annual salary £47,500 £45,500 £45,000
Median salary % change year-on-year +4.40% +1.11% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

Hortonworks
Job Vacancy Trend

Job postings citing Hortonworks as a percentage of all IT jobs advertised.

Job vacancy trend for Hortonworks in the UK

Hortonworks
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hortonworks.

Salary trend for Hortonworks in the UK

Hortonworks
Salary Histogram

The salary distribution of IT jobs citing Hortonworks over the 6 months to 21 September 2017.

Salary histogram for Hortonworks in the UK

Hortonworks
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hortonworks within the UK over the 6 months to 21 September 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
England +30 183 £62,500 -5.66% 10
London +16 121 £70,000 -3.45% 5
UK excluding London +18 56 £55,000 - 5
South East +69 34 £55,000 - 3
North West -9 13 £52,000 -22.96% 1
North of England -30 13 £52,000 -22.96% 1
East of England +5 5 £52,500 -
South West -1 2 £70,000 +47.37% 1
Midlands +12 1 £60,000 -14.29%
East Midlands - 1 £60,000 -
Northern Ireland - 1 - -

For the 6 months to 21 September 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 with a requirement for Hortonworks.

1 162 (87.57%) Big Data
2 141 (76.22%) Hadoop
3 113 (61.08%) Python
4 96 (51.89%) Analytics
5 91 (49.19%) Cloudera
6 89 (48.11%) Java
7 83 (44.86%) Apache Spark
8 75 (40.54%) SQL
9 72 (38.92%) Agile Software Development
10 67 (36.22%) Business Intelligence
11 66 (35.68%) Microsoft Azure
12 60 (32.43%) Linux
13 59 (31.89%) MapR
14 56 (30.27%) Scala
15 54 (29.19%) Finance
16 53 (28.65%) Apache Hive
17 52 (28.11%) Apache
18 50 (27.03%) NoSQL
18 50 (27.03%) Continuous Integration
19 48 (25.95%) R
20 43 (23.24%) ETL
21 42 (22.70%) Amazon AWS
22 40 (21.62%) Scrum
22 40 (21.62%) Data Integration
22 40 (21.62%) HBase
23 38 (20.54%) Tableau
24 37 (20.00%) HDFS
24 37 (20.00%) Visualisation
25 35 (18.92%) SAS
26 31 (16.76%) Data Modelling

Hortonworks
Co-occurring IT Skills 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 83 (44.86%) Apache Spark
2 52 (28.11%) Apache
3 35 (18.92%) SAS
4 23 (12.43%) Elasticsearch
5 17 (9.19%) Apache Solr
6 12 (6.49%) Apache Pig
7 10 (5.41%) Apache Airflow
8 4 (2.16%) JBoss
9 3 (1.62%) Confluence
10 2 (1.08%) Tomcat
11 1 (0.54%) GemFire
Applications
1 14 (7.57%) SPSS
Cloud Services
1 66 (35.68%) Microsoft Azure
2 42 (22.70%) Amazon AWS
3 18 (9.73%) Cloud Computing
4 16 (8.65%) Azure Machine Learning
5 11 (5.95%) Google Cloud Platform
6 10 (5.41%) GitHub
7 9 (4.86%) Amazon CloudWatch
7 9 (4.86%) AWS CloudFormation
8 6 (3.24%) Amazon EMR
8 6 (3.24%) IaaS
8 6 (3.24%) PaaS
9 5 (2.70%) SaaS
10 3 (1.62%) Office 365
11 2 (1.08%) Azure Active Directory
12 1 (0.54%) Azure Data Factory
12 1 (0.54%) CloudBees
12 1 (0.54%) Cortana Intelligence Suite
Communications & Networking
1 7 (3.78%) Kerberos
2 3 (1.62%) LDAP
3 2 (1.08%) Internet
4 1 (0.54%) Wireless
Database & Business Intelligence
1 162 (87.57%) Big Data
2 141 (76.22%) Hadoop
3 53 (28.65%) Apache Hive
4 50 (27.03%) NoSQL
5 40 (21.62%) HBase
6 31 (16.76%) MongoDB
7 30 (16.22%) SQL Server
8 29 (15.68%) Data Lake
9 26 (14.05%) Power BI
10 24 (12.97%) Relational Database
11 22 (11.89%) Apache Cassandra
11 22 (11.89%) SQL Server Integration Services
12 21 (11.35%) Data Warehouse
12 21 (11.35%) QlikView
13 19 (10.27%) RDBMS
14 18 (9.73%) HDInsight
15 17 (9.19%) SQL Server Reporting Services
16 16 (8.65%) Azure SQL Data Warehouse
16 16 (8.65%) Pentaho
16 16 (8.65%) Spotfire
Development Applications
1 23 (12.43%) JIRA
2 19 (10.27%) Jenkins
3 13 (7.03%) Git (software)
4 9 (4.86%) Bitbucket
4 9 (4.86%) Talend Open Studio
5 3 (1.62%) Vagrant
6 2 (1.08%) Cucumber
7 1 (0.54%) Atlassian Bamboo
7 1 (0.54%) GitLab
7 1 (0.54%) Maven
7 1 (0.54%) Selenium
7 1 (0.54%) SonarQube
7 1 (0.54%) Subversion
7 1 (0.54%) Team Foundation Server
General
1 54 (29.19%) Finance
2 22 (11.89%) Manufacturing
2 22 (11.89%) Marketing
3 20 (10.81%) Telecoms
4 18 (9.73%) Legal
5 16 (8.65%) Electronics
5 16 (8.65%) Retail
6 9 (4.86%) Aerospace
7 5 (2.70%) Banking
7 5 (2.70%) Pharmaceutical
8 2 (1.08%) Games
9 1 (0.54%) Advertising
9 1 (0.54%) Investment Banking
9 1 (0.54%) Retail Banking
Job Titles
1 43 (23.24%) Developer
2 41 (22.16%) Architect
3 35 (18.92%) Data Architect
4 31 (16.76%) Big Data Engineer
5 30 (16.22%) Data Engineer
6 28 (15.14%) Big Data Architect
7 22 (11.89%) SQL Developer
8 21 (11.35%) Big Data Developer
9 17 (9.19%) Agile Developer
9 17 (9.19%) Hadoop Engineer
10 16 (8.65%) Data Warehouse Developer
11 13 (7.03%) Consultant
11 13 (7.03%) Data Manager
12 12 (6.49%) Data Consultant
12 12 (6.49%) Data Scientist
13 11 (5.95%) Analytics Manager
13 11 (5.95%) Big Data Consultant
13 11 (5.95%) Data Analytics Manager
13 11 (5.95%) Java Developer
13 11 (5.95%) Java Engineer
Libraries, Frameworks & Software Standards
1 29 (15.68%) Kafka
2 19 (10.27%) Spring
3 18 (9.73%) RESTful
4 17 (9.19%) React
5 16 (8.65%) .NET
5 16 (8.65%) ASP.NET
6 9 (4.86%) Hibernate
7 6 (3.24%) Natural Language Processing
7 6 (3.24%) XML
8 5 (2.70%) JSON
8 5 (2.70%) MLlib
9 4 (2.16%) Web Services
10 3 (1.62%) REST
11 2 (1.08%) Apache Camel
11 2 (1.08%) D3.js
11 2 (1.08%) Drools
11 2 (1.08%) RESTEasy
11 2 (1.08%) Samza
11 2 (1.08%) Spring Boot
11 2 (1.08%) TinkerPop
Miscellaneous
1 22 (11.89%) Analytical Skills
1 22 (11.89%) Computer Science
2 17 (9.19%) User Experience
3 12 (6.49%) Social Network
4 8 (4.32%) Data Centre
5 6 (3.24%) Algorithms
5 6 (3.24%) Life Science
6 5 (2.70%) NHS
7 4 (2.16%) Public Cloud
8 2 (1.08%) Management Information System
9 1 (0.54%) 3D Printing
9 1 (0.54%) Clustering
9 1 (0.54%) Data Structures
9 1 (0.54%) Grid Computing
9 1 (0.54%) IVR
9 1 (0.54%) Mobile Computing
9 1 (0.54%) Robotics
9 1 (0.54%) Virtual Team
Operating Systems
1 60 (32.43%) Linux
2 27 (14.59%) Windows
3 10 (5.41%) Red Hat Enterprise Linux
4 4 (2.16%) Unix
5 2 (1.08%) Mesosphere
6 1 (0.54%) CentOS
6 1 (0.54%) SUSE
6 1 (0.54%) SUSE Linux Enterprise Server
6 1 (0.54%) Ubuntu
6 1 (0.54%) Windows Server
Processes & Methodologies
1 96 (51.89%) Analytics
2 72 (38.92%) Agile Software Development
3 67 (36.22%) Business Intelligence
4 50 (27.03%) Continuous Integration
5 43 (23.24%) ETL
6 40 (21.62%) Data Integration
6 40 (21.62%) Scrum
7 37 (20.00%) Visualisation
8 31 (16.76%) Data Modelling
9 29 (15.68%) Machine Learning
10 28 (15.14%) Open Source
10 28 (15.14%) Software Engineering
11 27 (14.59%) MapReduce
12 23 (12.43%) Data Management
13 22 (11.89%) DevOps
14 20 (10.81%) Data Analytics
14 20 (10.81%) Mathematics
15 18 (9.73%) Test Automation
16 17 (9.19%) Business Development
17 16 (8.65%) Configuration Management
Programming Languages
1 113 (61.08%) Python
2 89 (48.11%) Java
3 75 (40.54%) SQL
4 56 (30.27%) Scala
5 48 (25.95%) R
6 18 (9.73%) C#
7 17 (9.19%) JavaScript
8 16 (8.65%) PowerShell
8 16 (8.65%) T-SQL
8 16 (8.65%) VB.NET
9 15 (8.11%) Shell Script
10 9 (4.86%) Perl
11 6 (3.24%) C++
12 2 (1.08%) Bash Shell
12 2 (1.08%) PHP
13 1 (0.54%) C
13 1 (0.54%) CQL
Qualifications
1 24 (12.97%) Security Cleared
2 18 (9.73%) Degree
3 7 (3.78%) PhD
3 7 (3.78%) SC Cleared
4 3 (1.62%) Computer Science Degree
5 2 (1.08%) CTC Cleared
5 2 (1.08%) DV Cleared
5 2 (1.08%) EMC Certification
6 1 (0.54%) APMP
Quality Assurance & Compliance
1 25 (13.51%) Data Quality
2 5 (2.70%) QA
3 4 (2.16%) GCP
4 1 (0.54%) SLA
System Software
1 37 (20.00%) HDFS
2 11 (5.95%) Apache Flume
3 7 (3.78%) Docker
4 5 (2.70%) Apache ZooKeeper
5 3 (1.62%) Virtual Machines
5 3 (1.62%) VMware Infrastructure
5 3 (1.62%) vSphere
6 2 (1.08%) Active Directory
7 1 (0.54%) Oracle RAC
Systems Management
1 20 (10.81%) Ambari
2 17 (9.19%) Opscode Chef
3 16 (8.65%) Puppet
4 15 (8.11%) Oozie
5 10 (5.41%) Ansible
5 10 (5.41%) ZABBIX
6 6 (3.24%) Hadoop YARN
7 4 (2.16%) Kubernetes
8 3 (1.62%) Nagios
9 2 (1.08%) Docker Swarm
9 2 (1.08%) Terraform
10 1 (0.54%) Salt
10 1 (0.54%) yum
Vendors
1 91 (49.19%) Cloudera
2 59 (31.89%) MapR
3 38 (20.54%) Tableau
4 24 (12.97%) Microsoft
5 23 (12.43%) Google
6 18 (9.73%) Jaspersoft
7 17 (9.19%) ArcSight
7 17 (9.19%) HP
8 15 (8.11%) SAP
9 12 (6.49%) Red Hat
10 11 (5.95%) IBM
10 11 (5.95%) Oracle
11 9 (4.86%) Talend
12 8 (4.32%) Teradata
13 5 (2.70%) Greenplum
13 5 (2.70%) Splunk
14 4 (2.16%) Informatica
15 3 (1.62%) NetApp
15 3 (1.62%) Netezza
15 3 (1.62%) VMware