Period
to 23 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 23 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
23 Nov 2017
Same period 2016 Same period 2015
Rank 988 1039 1144
Rank change year-on-year +51 +105 +121
Permanent jobs citing Hortonworks 178 164 133
As % of all permanent IT jobs advertised in England 0.11% 0.092% 0.065%
As % of the Vendors category 0.24% 0.21% 0.14%
Number of salaries quoted 142 109 62
England median annual salary £65,000 £67,500 £57,500
Median salary % change year-on-year -3.70% +17.39% -29.23%
10th Percentile £45,000 £46,250 £38,250
90th Percentile £97,950 £92,500 £93,000
UK median annual salary £65,000 £75,000 £57,500
% change year-on-year -13.33% +30.43% -29.23%

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 74926 78252 93396
As % of all permanent IT jobs advertised in England 44.39% 43.68% 45.65%
Number of salaries quoted 58463 63737 76831
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 23 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 23 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 +21 114 £72,500 -3.33% 16
South East +31 32 £55,000 -13.73% 1
North of England +22 24 £57,500 -14.81% 5
North West -1 24 £57,500 -14.81% 1
East of England +7 1 £55,000 +4.76%
South West +2 1 £80,000 +60.00%
Hortonworks
UK

For the 6 months to 23 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.

1 155 (87.08%) Big Data
2 140 (78.65%) Hadoop
3 112 (62.92%) Python
4 96 (53.93%) Cloudera
5 91 (51.12%) Java
6 90 (50.56%) Apache Spark
7 83 (46.63%) Analytics
8 80 (44.94%) Agile Software Development
9 69 (38.76%) SQL
10 67 (37.64%) Linux
10 67 (37.64%) Continuous Integration
11 65 (36.52%) Business Intelligence
12 63 (35.39%) Microsoft Azure
13 56 (31.46%) Scala
14 54 (30.34%) Apache Hive
15 52 (29.21%) HBase
16 51 (28.65%) MapR
17 49 (27.53%) Data Integration
18 47 (26.40%) ETL
18 47 (26.40%) Apache
19 46 (25.84%) NoSQL
20 43 (24.16%) Finance
21 42 (23.60%) Amazon AWS
22 40 (22.47%) SQL Server
23 38 (21.35%) Kafka
24 36 (20.22%) Data Warehouse
25 35 (19.66%) DevOps
26 34 (19.10%) Software Engineering
27 33 (18.54%) Scrum
27 33 (18.54%) SAS

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 47 (26.40%) Apache
3 33 (18.54%) SAS
4 26 (14.61%) Elasticsearch
5 18 (10.11%) Apache Airflow
6 15 (8.43%) Apache Solr
7 6 (3.37%) Confluence
8 4 (2.25%) Apache Pig
9 2 (1.12%) JBoss
9 2 (1.12%) Tomcat
10 1 (0.56%) GemFire
10 1 (0.56%) nginx
Applications
1 13 (7.30%) SPSS
Cloud Services
1 63 (35.39%) Microsoft Azure
2 42 (23.60%) Amazon AWS
3 17 (9.55%) Cloud Computing
4 16 (8.99%) GitHub
5 14 (7.87%) Amazon CloudWatch
5 14 (7.87%) AWS CloudFormation
5 14 (7.87%) Azure Machine Learning
6 9 (5.06%) Amazon EMR
7 8 (4.49%) Google Cloud Platform
8 6 (3.37%) IaaS
8 6 (3.37%) PaaS
8 6 (3.37%) SaaS
9 1 (0.56%) Amazon EC2
9 1 (0.56%) Amazon Kinesis
9 1 (0.56%) Amazon S3
9 1 (0.56%) Amazon SQS
9 1 (0.56%) AWS Lambda
9 1 (0.56%) Azure Data Factory
9 1 (0.56%) CloudBees
9 1 (0.56%) Cortana Intelligence Suite
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
1 155 (87.08%) Big Data
2 140 (78.65%) Hadoop
3 54 (30.34%) Apache Hive
4 52 (29.21%) HBase
5 46 (25.84%) NoSQL
6 40 (22.47%) 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%) Relational Database
10 24 (13.48%) MongoDB
11 21 (11.80%) SQL Server Integration Services
12 20 (11.24%) HDInsight
13 16 (8.99%) Pentaho
13 16 (8.99%) SQL Server Reporting Services
14 15 (8.43%) RDBMS
15 14 (7.87%) Azure SQL Data Warehouse
15 14 (7.87%) Spotfire
16 13 (7.30%) Impala
Development Applications
1 32 (17.98%) Jenkins
2 21 (11.80%) JIRA
3 14 (7.87%) Bitbucket
4 13 (7.30%) Git (software)
5 7 (3.93%) Talend Open Studio
6 5 (2.81%) Artifactory
6 5 (2.81%) GitLab
6 5 (2.81%) Maven
7 4 (2.25%) Cucumber
7 4 (2.25%) Team Foundation Server
7 4 (2.25%) Vagrant
8 1 (0.56%) Atlassian Bamboo
8 1 (0.56%) Selenium
8 1 (0.56%) SonarQube
8 1 (0.56%) Subversion
General
1 43 (24.16%) Finance
2 28 (15.73%) Manufacturing
3 24 (13.48%) Marketing
3 24 (13.48%) Telecoms
4 17 (9.55%) Electronics
5 11 (6.18%) Legal
6 9 (5.06%) Aerospace
6 9 (5.06%) Retail
7 5 (2.81%) Pharmaceutical
8 4 (2.25%) Banking
9 2 (1.12%) Advertising
10 1 (0.56%) Investment Banking
10 1 (0.56%) Retail Banking
Job Titles
1 48 (26.97%) Architect
2 45 (25.28%) Developer
3 38 (21.35%) Data Architect
4 30 (16.85%) Data Engineer
5 27 (15.17%) Big Data Engineer
6 26 (14.61%) Big Data Architect
7 24 (13.48%) Big Data Developer
8 20 (11.24%) SQL Developer
9 16 (8.99%) Agile Developer
9 16 (8.99%) Consultant
10 15 (8.43%) Data Consultant
11 14 (7.87%) Big Data Consultant
11 14 (7.87%) Data Warehouse Developer
12 13 (7.30%) Data Manager
12 13 (7.30%) Solutions Architect
13 12 (6.74%) Hadoop Engineer
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 38 (21.35%) 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
9 3 (1.69%) Apache Tez
9 3 (1.69%) XML
10 2 (1.12%) CSS
10 2 (1.12%) Guice
10 2 (1.12%) HTML
Miscellaneous
1 23 (12.92%) Computer Science
2 21 (11.80%) Analytical Skills
3 17 (9.55%) User Experience
4 11 (6.18%) Social Network
5 7 (3.93%) Life Science
6 5 (2.81%) 3D Printing
6 5 (2.81%) IVR
6 5 (2.81%) Mobile Computing
6 5 (2.81%) NHS
6 5 (2.81%) Robotics
7 4 (2.25%) Algorithms
8 3 (1.69%) Data Centre
9 2 (1.12%) Data Structures
9 2 (1.12%) Fintech
9 2 (1.12%) Management Information System
9 2 (1.12%) Virtual Team
10 1 (0.56%) Augmented Reality
10 1 (0.56%) FMCG
10 1 (0.56%) Taxonomies
Operating Systems
1 67 (37.64%) Linux
2 28 (15.73%) Windows
3 9 (5.06%) Unix
4 4 (2.25%) Red Hat Enterprise Linux
4 4 (2.25%) Ubuntu
5 2 (1.12%) Mesosphere
6 1 (0.56%) CoreOS
Processes & Methodologies
1 83 (46.63%) Analytics
2 80 (44.94%) Agile Software Development
3 67 (37.64%) Continuous Integration
4 65 (36.52%) Business Intelligence
5 49 (27.53%) Data Integration
6 47 (26.40%) ETL
7 35 (19.66%) DevOps
8 34 (19.10%) Software Engineering
9 33 (18.54%) MapReduce
9 33 (18.54%) Scrum
10 31 (17.42%) Data Modelling
11 30 (16.85%) Visualisation
12 26 (14.61%) Data Management
13 24 (13.48%) Open Source
14 23 (12.92%) Business Development
15 21 (11.80%) Data Analytics
15 21 (11.80%) Machine Learning
16 19 (10.67%) Data Governance
17 18 (10.11%) Mentoring
18 16 (8.99%) Data Architecture
Programming Languages
1 112 (62.92%) Python
2 91 (51.12%) Java
3 69 (38.76%) SQL
4 56 (31.46%) Scala
5 33 (18.54%) R
6 18 (10.11%) 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
Qualifications
1 31 (17.42%) Security Cleared
2 17 (9.55%) Degree
3 13 (7.30%) SC Cleared
4 5 (2.81%) 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 27 (15.17%) Data Quality
2 5 (2.81%) QA
3 3 (1.69%) GCP
System Software
1 25 (14.04%) HDFS
2 21 (11.80%) Docker
3 15 (8.43%) Apache Flume
4 10 (5.62%) Apache ZooKeeper
5 2 (1.12%) MapR-FS
Systems Management
1 20 (11.24%) Ambari
1 20 (11.24%) Puppet
2 19 (10.67%) Oozie
3 16 (8.99%) Opscode Chef
4 15 (8.43%) Ansible
4 15 (8.43%) 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%) Network Intrusion Detection System
9 1 (0.56%) Prometheus
Vendors
1 96 (53.93%) Cloudera
2 51 (28.65%) MapR
3 33 (18.54%) Tableau
4 19 (10.67%) SAP
5 18 (10.11%) Jaspersoft
5 18 (10.11%) Microsoft
5 18 (10.11%) Oracle
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
12 7 (3.93%) Talend
13 3 (1.69%) Datameer
13 3 (1.69%) Red Hat
14 2 (1.12%) BMC
14 2 (1.12%) Platfora