Period
to 20 October 2018

The table below provides summary statistics for permanent job vacancies advertised in London 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 October 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
England > London
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 615 722 750
Rank change year-on-year +107 +28 +91
Permanent jobs citing Hortonworks 198 121 108
As % of all permanent IT jobs advertised in London 0.29% 0.16% 0.14%
As % of the Vendors category 0.71% 0.37% 0.33%
Number of salaries quoted 136 99 83
London median annual salary £80,000 £67,500 £72,500
Median salary % change year-on-year +18.52% -6.90% +7.41%
10th Percentile £49,500 £45,000 £46,250
90th Percentile £113,750 £98,000 £108,000
England median annual salary £75,000 £62,500 £67,500
% change year-on-year +20.00% -7.41% +29.73%

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 London.

All Vendors
London
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 28,055 32,295 32,335
As % of all permanent IT jobs advertised in London 41.56% 43.53% 42.03%
Number of salaries quoted 22,046 24,366 27,339
London median annual salary £59,000 £55,000 £55,000
Median salary % change year-on-year +7.27% - -
10th Percentile £31,250 £31,500 £31,250
90th Percentile £90,000 £85,000 £83,800
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Hortonworks
Job Vacancy Trend in London

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

Job vacancy trend for Hortonworks in London

Hortonworks
Salary Trend in London

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

Salary trend for Hortonworks in London

Hortonworks
Salary Histogram in London

The salary distribution of IT jobs citing Hortonworks in London over the 6 months to 20 October 2018.

Salary histogram for Hortonworks in London

Hortonworks
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hortonworks within the London region over the 6 months to 20 October 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
Central London -19 20 £75,000 +25.00% 6
East London - 1 £65,000 -
North London - 1 £80,000 -
Hortonworks
England

For the 6 months to 20 October 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 London region with a requirement for Hortonworks.

1 189 (95.45%) Hadoop
2 160 (80.81%) Big Data
3 156 (78.79%) Apache Spark
4 123 (62.12%) Java
5 116 (58.59%) Python
6 112 (56.57%) Cloudera
6 112 (56.57%) NoSQL
7 111 (56.06%) Scala
8 110 (55.56%) Amazon AWS
8 110 (55.56%) Apache Hive
9 109 (55.05%) HBase
10 102 (51.52%) Kafka
11 94 (47.47%) Apache Cassandra
12 81 (40.91%) Analytics
13 80 (40.40%) Data Science
14 74 (37.37%) MapR
15 73 (36.87%) Agile Software Development
16 69 (34.85%) ETL
17 64 (32.32%) SQL
18 57 (28.79%) Impala
19 56 (28.28%) Apache
20 55 (27.78%) HDFS
21 52 (26.26%) Linux
22 50 (25.25%) MongoDB
23 49 (24.75%) Microsoft Azure
24 47 (23.74%) Machine Learning
24 47 (23.74%) Amazon Redshift
24 47 (23.74%) Apache Flume
25 46 (23.23%) Databricks
26 42 (21.21%) Jenkins

Hortonworks
Co-occurring IT Skills in London 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
1 156 (78.79%) Apache Spark
2 56 (28.28%) Apache
3 40 (20.20%) Apache Pig
4 38 (19.19%) Elasticsearch
5 19 (9.60%) Apache Solr
6 11 (5.56%) Confluence
7 7 (3.54%) SAS
8 4 (2.02%) Jupyter
9 1 (0.51%) Apache Airflow
9 1 (0.51%) Tomcat
Applications
1 4 (2.02%) Chatbot
2 1 (0.51%) SPSS
Cloud Services
1 110 (55.56%) Amazon AWS
2 49 (24.75%) Microsoft Azure
3 37 (18.69%) Amazon EMR
4 29 (14.65%) Google Cloud Platform
5 18 (9.09%) Amazon Kinesis
6 13 (6.57%) IBM Cloud
7 10 (5.05%) Amazon SageMaker
8 5 (2.53%) Amazon EC2
9 4 (2.02%) PaaS
10 3 (1.52%) Amazon S3
10 3 (1.52%) AWS Data Pipeline
10 3 (1.52%) AWS Lambda
10 3 (1.52%) SaaS
11 2 (1.01%) Amazon CloudWatch
12 1 (0.51%) Azure Data Factory
12 1 (0.51%) Azure Machine Learning
12 1 (0.51%) CloudBees
12 1 (0.51%) Cloudflare
12 1 (0.51%) CloudFront
12 1 (0.51%) Data Lake Analytics
Communications & Networking
1 20 (10.10%) Kerberos
2 7 (3.54%) TCP/IP
3 4 (2.02%) Firewall
3 4 (2.02%) SSL
4 3 (1.52%) VPN
5 2 (1.01%) VLAN
6 1 (0.51%) Reverse Proxy
Database & Business Intelligence
1 189 (95.45%) Hadoop
2 160 (80.81%) Big Data
3 112 (56.57%) NoSQL
4 110 (55.56%) Apache Hive
5 109 (55.05%) HBase
6 94 (47.47%) Apache Cassandra
7 57 (28.79%) Impala
8 50 (25.25%) MongoDB
9 47 (23.74%) Amazon Redshift
10 35 (17.68%) Flink
11 32 (16.16%) Couchbase
11 32 (16.16%) CouchDB
12 20 (10.10%) Relational Database
13 18 (9.09%) Neo4j
14 17 (8.59%) Data Lake
15 12 (6.06%) Amazon Athena
15 12 (6.06%) Cosmos DB
15 12 (6.06%) MySQL
16 10 (5.05%) Data Warehouse
16 10 (5.05%) PostgreSQL
Development Applications
1 42 (21.21%) Jenkins
2 18 (9.09%) Atlassian Bamboo
2 18 (9.09%) Git (software)
2 18 (9.09%) Vagrant
3 17 (8.59%) JUnit
4 11 (5.56%) JIRA
5 5 (2.53%) Maven
6 4 (2.02%) TeamCity
7 2 (1.01%) Eclipse
7 2 (1.01%) FindBugs
7 2 (1.01%) GitLab
7 2 (1.01%) IntelliJ
7 2 (1.01%) RStudio
7 2 (1.01%) Travis CI
8 1 (0.51%) Artifactory
8 1 (0.51%) Bitbucket
8 1 (0.51%) CircleCI
8 1 (0.51%) Gerrit
8 1 (0.51%) Selenium
8 1 (0.51%) SonarQube
General
1 38 (19.19%) Finance
2 34 (17.17%) Banking
3 22 (11.11%) Investment Banking
4 18 (9.09%) Retail
5 17 (8.59%) Advertising
6 14 (7.07%) Pharmaceutical
7 13 (6.57%) Front Office
8 12 (6.06%) Games
8 12 (6.06%) Manufacturing
9 8 (4.04%) Marketing
10 5 (2.53%) Telecoms
11 3 (1.52%) Electronics
12 1 (0.51%) Aerospace
12 1 (0.51%) Law
Job Titles
1 117 (59.09%) Data Engineer
2 87 (43.94%) Big Data Engineer
3 26 (13.13%) Developer
4 19 (9.60%) Architect
5 16 (8.08%) Data Scientist
5 16 (8.08%) Hadoop Engineer
5 16 (8.08%) Scala Developer
5 16 (8.08%) Senior Data Engineer
6 12 (6.06%) Games Engineer
6 12 (6.06%) Java Engineer
7 11 (5.56%) Data Architect
7 11 (5.56%) DevOps Engineer
8 10 (5.05%) AWS DevOps
8 10 (5.05%) Big Data Developer
9 9 (4.55%) AWS Engineer
10 8 (4.04%) AWS DevOps Engineer
10 8 (4.04%) Solutions Architect
11 7 (3.54%) Administrator
11 7 (3.54%) Azure DevOps Engineer
11 7 (3.54%) Systems Engineer
Libraries, Frameworks & Software Standards
1 102 (51.52%) Kafka
2 30 (15.15%) Spark Streaming
3 25 (12.63%) PySpark
4 15 (7.58%) .NET
5 14 (7.07%) TensorFlow
6 12 (6.06%) scikit-learn
7 11 (5.56%) Natural Language Processing
8 10 (5.05%) MXNet
8 10 (5.05%) RabbitMQ
9 9 (4.55%) LDAP
10 5 (2.53%) Elastic Stack
10 5 (2.53%) MLlib
11 3 (1.52%) Apache Avro
11 3 (1.52%) Middleware
11 3 (1.52%) Rendezvous
11 3 (1.52%) SPNEGO
11 3 (1.52%) Web Services
12 2 (1.01%) Node.js
12 2 (1.01%) REST
12 2 (1.01%) RESTful
Miscellaneous
1 41 (20.71%) Analytical Skills
2 24 (12.12%) Computer Science
3 17 (8.59%) Algorithms
4 16 (8.08%) Derivative
4 16 (8.08%) Market Risk
5 15 (7.58%) Data Structures
5 15 (7.58%) Fintech
5 15 (7.58%) Life Science
6 14 (7.07%) Virtual Team
7 9 (4.55%) Blog
8 8 (4.04%) Wiki
9 4 (2.02%) Greenfield Project
9 4 (2.02%) Linux Command Line
10 3 (1.52%) Acoustics
10 3 (1.52%) PMI
11 2 (1.01%) Cybercrime
11 2 (1.01%) Equities
11 2 (1.01%) Foreign Exchange (FX)
11 2 (1.01%) Mainframe
12 1 (0.51%) Private Cloud
Operating Systems
1 52 (26.26%) Linux
2 26 (13.13%) Unix
3 7 (3.54%) CentOS
3 7 (3.54%) Red Hat Enterprise Linux
4 3 (1.52%) Ubuntu
4 3 (1.52%) Windows
5 2 (1.01%) DC/OS
5 2 (1.01%) Fedora
6 1 (0.51%) Windows Server
Processes & Methodologies
1 81 (40.91%) Analytics
2 80 (40.40%) Data Science
3 73 (36.87%) Agile Software Development
4 69 (34.85%) ETL
5 47 (23.74%) Machine Learning
6 42 (21.21%) MapReduce
7 40 (20.20%) Continuous Integration
8 37 (18.69%) Artificial Intelligence
9 32 (16.16%) Scrum
10 31 (15.66%) Kanban
11 30 (15.15%) Data Analytics
11 30 (15.15%) Software Engineering
12 27 (13.64%) Problem-Solving
13 24 (12.12%) Data Munging
14 23 (11.62%) Configuration Management
14 23 (11.62%) TDD
15 22 (11.11%) Data Modelling
16 21 (10.61%) DevOps
16 21 (10.61%) Risk Management
17 19 (9.60%) Translating Business Requirements
Programming Languages
1 123 (62.12%) Java
2 116 (58.59%) Python
3 111 (56.06%) Scala
4 64 (32.32%) SQL
5 21 (10.61%) R
6 14 (7.07%) C#
7 13 (6.57%) JavaScript
8 11 (5.56%) Bash Shell
9 6 (3.03%) Haskell
10 5 (2.53%) Perl
11 4 (2.02%) PowerShell
11 4 (2.02%) Ruby
11 4 (2.02%) Shell Script
12 2 (1.01%) C
12 2 (1.01%) PHP
13 1 (0.51%) Clojure
13 1 (0.51%) T-SQL
13 1 (0.51%) VB.NET
Qualifications
1 11 (5.56%) Security Cleared
2 8 (4.04%) Degree
3 3 (1.52%) PMI Certification
4 2 (1.01%) Computer Science Degree
4 2 (1.01%) DV Cleared
4 2 (1.01%) PhD
5 1 (0.51%) Master's Degree
5 1 (0.51%) Numerate Degree
Quality Assurance & Compliance
1 14 (7.07%) MiFID
2 8 (4.04%) PMO
3 5 (2.53%) QA
4 3 (1.52%) COBIT
4 3 (1.52%) GDPR
4 3 (1.52%) SLA
5 1 (0.51%) Data Quality
System Software
1 55 (27.78%) HDFS
2 47 (23.74%) Apache Flume
3 39 (19.70%) Docker
4 20 (10.10%) VirtualBox
5 16 (8.08%) Active Directory
6 12 (6.06%) Apache ZooKeeper
7 4 (2.02%) VMware Infrastructure
7 4 (2.02%) Xen
8 2 (1.01%) KVM
8 2 (1.01%) Virtual Machines
8 2 (1.01%) VMware ESXi
Systems Management
1 41 (20.71%) Oozie
2 40 (20.20%) Hadoop YARN
3 32 (16.16%) Ansible
4 28 (14.14%) Kubernetes
5 25 (12.63%) Kibana
5 25 (12.63%) Prometheus
6 24 (12.12%) Grafana
7 23 (11.62%) logstash
8 22 (11.11%) Docker Swarm
9 21 (10.61%) Terraform
10 9 (4.55%) Puppet
11 6 (3.03%) Ambari
12 5 (2.53%) Opscode Chef
13 3 (1.52%) Mesos
14 2 (1.01%) Nagios
14 2 (1.01%) OpenNMS
14 2 (1.01%) Red Hat Spacewalk
14 2 (1.01%) vCenter Server
14 2 (1.01%) ZABBIX
15 1 (0.51%) Apache Brooklyn
Vendors
1 112 (56.57%) Cloudera
2 74 (37.37%) MapR
3 46 (23.23%) Databricks
4 32 (16.16%) Google
5 22 (11.11%) WorldPay
6 18 (9.09%) Informatica
7 17 (8.59%) IBM
8 15 (7.58%) Talend
9 12 (6.06%) Oracle
10 10 (5.05%) Dataiku
11 9 (4.55%) Microsoft
12 8 (4.04%) Tableau
13 5 (2.53%) SAP
14 4 (2.02%) Datameer
14 4 (2.02%) VMware
15 3 (1.52%) Netezza
15 3 (1.52%) Red Hat
15 3 (1.52%) Solace
15 3 (1.52%) Sybase
15 3 (1.52%) TIBCO