The table below provides summary statistics for permanent job vacancies with a requirement for knowledge and experience of Vertica products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Vertica over the 3 months to 23 March 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 HP Vertica.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Vertica
UK
Rank 818 917 909
Rank change year-on-year +99 -8  
Permanent jobs citing Vertica 31 29 47
As % of all permanent IT jobs advertised in the UK 0.037% 0.028% 0.045%
As % of the Vendors category 0.084% 0.062% 0.095%
Number of salaries quoted 21 21 37
Median salary £65,000 £50,000 £50,000
Median salary % change year-on-year +30.00% -  
90% offered a salary of more than £50,500 £47,500 £34,600
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £50,500 £47,500 £51,500
% change year-on-year +6.31% -7.76%  

Vertica is in the vendor products and services category. The following table is for comparison with the above and provides summary statistics for all vendor product and service related skills in permanent job vacancies.

Vendor Product & Service Skills
UK
Permanent job vacancies with a requirement for skills associated with vendor products and/or services 36809 47120 49687
As % of all permanent IT job vacancies advertised in the UK 43.95% 45.94% 47.20%
Number of salaries quoted 29603 38477 40044
Median salary £46,000 £45,000 £45,000
Median salary % change year-on-year +2.22% -  
90% offered a salary of more than £27,500 £28,000 £27,500
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £42,500 £42,000
% change year-on-year - +1.19%  

Vertica
Job Vacancy Trend

The job posting trend of jobs advertised citing Vertica as a proportion of all permanent or contract IT jobs with a match in the Vendors category.

Job vacancy trend for Vertica in the UK

Vertica
Salary Trend

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

Salary trend for Vertica in the UK

Vertica
Salary Histogram

The salary distribution of IT jobs citing Vertica over the 3 months to 23 March 2017.

Salary histogram for Vertica in the UK

Vertica
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Vertica within the UK over the 3 months to 23 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +94 28 £71,250 +42.50% 4
London +88 25 £72,500 +9.43% 2
City of London - 4 £62,500 -
Scotland +16 3 £50,500 - 1
Edinburgh +3 3 £50,500 -
East of England +33 1 £60,000 -
West Midlands +23 1 - -
Cambridgeshire +18 1 £60,000 -
Cambridge +10 1 £60,000 -
North West -17 1 - - 2
Hammersmith - 1 - -
Manchester - 1 - - 2
Birmingham - 1 - -

Vertica
Top 30 Related IT Skills

For the 6 months to 23 March 2017, IT jobs citing Vertica 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 Vertica.

1 44 (63.77%) SQL
2 33 (47.83%) Linux
3 29 (42.03%) MySQL
3 29 (42.03%) MongoDB
4 27 (39.13%) ETL
5 23 (33.33%) Business Intelligence
6 21 (30.43%) Oracle
6 21 (30.43%) Java
6 21 (30.43%) Visualisation
6 21 (30.43%) Amazon Redshift
7 20 (28.99%) Hadoop
7 20 (28.99%) NoSQL
7 20 (28.99%) SQL Server
8 19 (27.54%) Big Data
8 19 (27.54%) Relational Database
9 18 (26.09%) Performance Optimisation
10 17 (24.64%) Performance Tuning
11 16 (23.19%) Data Visualisation
11 16 (23.19%) Python
11 16 (23.19%) RDBMS
12 15 (21.74%) Degree
12 15 (21.74%) Talend Open Studio
12 15 (21.74%) Talend
13 14 (20.29%) Boost C++ Libraries
13 14 (20.29%) Low Latency
13 14 (20.29%) High-Frequency Trading
13 14 (20.29%) Unit Testing
13 14 (20.29%) KDB
13 14 (20.29%) System Testing
13 14 (20.29%) Fixed Income

Vertica
Top Related 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 8 (11.59%) Apache Spark
2 7 (10.14%) Gentran
3 5 (7.25%) Elasticsearch
4 3 (4.35%) Apache
4 3 (4.35%) Apache Pig
5 2 (2.90%) OpenStack
6 1 (1.45%) nginx
6 1 (1.45%) SAS
6 1 (1.45%) Tomcat
6 1 (1.45%) WebSphere
Applications
1 7 (10.14%) MS Excel
1 7 (10.14%) MS Office
2 1 (1.45%) SPSS
Cloud Services
1 13 (18.84%) Amazon AWS
2 3 (4.35%) Amazon Kinesis
3 2 (2.90%) Microsoft Azure
4 1 (1.45%) Amazon EC2
4 1 (1.45%) Amazon ELB
4 1 (1.45%) Amazon S3
4 1 (1.45%) IaaS
4 1 (1.45%) PaaS
4 1 (1.45%) SaaS
Communications & Networking
1 2 (2.90%) Internet
2 1 (1.45%) DHCP
2 1 (1.45%) DNS
2 1 (1.45%) Firewall
2 1 (1.45%) HTTP
2 1 (1.45%) Network Security
Database & Business Intelligence
1 29 (42.03%) MongoDB
1 29 (42.03%) MySQL
2 21 (30.43%) Amazon Redshift
3 20 (28.99%) Hadoop
3 20 (28.99%) NoSQL
3 20 (28.99%) SQL Server
4 19 (27.54%) Big Data
4 19 (27.54%) Relational Database
5 16 (23.19%) RDBMS
6 14 (20.29%) Data Warehouse
6 14 (20.29%) KDB
6 14 (20.29%) OLTP
7 12 (17.39%) PostgreSQL
8 11 (15.94%) Apache Hive
9 10 (14.49%) Data Mining
10 9 (13.04%) Apache Cassandra
11 5 (7.25%) Amazon RDS
12 4 (5.80%) Couchbase
12 4 (5.80%) HBase
12 4 (5.80%) Pentaho
Development Applications
1 15 (21.74%) Talend Open Studio
2 3 (4.35%) JUnit
3 2 (2.90%) TestNG
4 1 (1.45%) Cucumber
4 1 (1.45%) Hudson
4 1 (1.45%) Jenkins
4 1 (1.45%) Maven
4 1 (1.45%) Vagrant
General
1 10 (14.49%) Retail
2 8 (11.59%) Marketing
3 4 (5.80%) Finance
4 3 (4.35%) Banking
4 3 (4.35%) Telecoms
5 2 (2.90%) Games
5 2 (2.90%) Online Betting
Job Titles
1 29 (42.03%) Developer
2 19 (27.54%) Data Engineer
3 9 (13.04%) Analyst
4 8 (11.59%) C++ Developer
4 8 (11.59%) Low Latency C++ Developer
4 8 (11.59%) Systems Developer
5 7 (10.14%) Business Intelligence Developer
5 7 (10.14%) Operations Analyst
6 6 (8.70%) Architect
6 6 (8.70%) Data Architect
6 6 (8.70%) Lead Developer
6 6 (8.70%) SQL Developer
6 6 (8.70%) Web Developer
7 5 (7.25%) Applications Developer
7 5 (7.25%) SQL BI Developer
7 5 (7.25%) Web Applications Developer
8 4 (5.80%) Big Data Engineer
8 4 (5.80%) Platform Architect
8 4 (5.80%) Senior Data Engineer
9 3 (4.35%) Java Engineer
Libraries, Frameworks & Software Standards
1 14 (20.29%) Boost C++ Libraries
1 14 (20.29%) STL
2 7 (10.14%) EDI
3 3 (4.35%) AngularJS
3 3 (4.35%) D3.js
3 3 (4.35%) Java EE
3 3 (4.35%) Kafka
4 2 (2.90%) Lucene
4 2 (2.90%) Oracle GoldenGate
4 2 (2.90%) Samza
5 1 (1.45%) RESTful
5 1 (1.45%) Servlets
Miscellaneous
1 14 (20.29%) Equities
1 14 (20.29%) Fixed Income
2 13 (18.84%) Computer Science
3 5 (7.25%) Analytical Skills
4 3 (4.35%) Enterprise Software
5 2 (2.90%) Fintech
6 1 (1.45%) Client/Server
6 1 (1.45%) Digital Media
6 1 (1.45%) Mobile App
6 1 (1.45%) Online Games
6 1 (1.45%) Private Cloud
6 1 (1.45%) Replication
6 1 (1.45%) User Experience
Operating Systems
1 33 (47.83%) Linux
2 4 (5.80%) Windows
3 1 (1.45%) CentOS
Processes & Methodologies
1 27 (39.13%) ETL
2 23 (33.33%) Business Intelligence
3 21 (30.43%) Visualisation
4 18 (26.09%) Performance Optimisation
5 17 (24.64%) Performance Tuning
6 16 (23.19%) Data Visualisation
7 14 (20.29%) Agile Software Development
7 14 (20.29%) High-Frequency Trading
7 14 (20.29%) Low Latency
7 14 (20.29%) System Testing
7 14 (20.29%) Unit Testing
8 13 (18.84%) Data Modelling
8 13 (18.84%) E-Commerce
9 12 (17.39%) Analytics
10 9 (13.04%) Data Engineering
10 9 (13.04%) DevOps
11 7 (10.14%) Use Case
12 6 (8.70%) Data Architecture
13 5 (7.25%) Data Analysis
13 5 (7.25%) Software Engineering
Programming Languages
1 44 (63.77%) SQL
2 21 (30.43%) Java
3 16 (23.19%) Python
4 14 (20.29%) C++
5 8 (11.59%) PHP
5 8 (11.59%) R
6 7 (10.14%) ActionScript
6 7 (10.14%) ActionScript 2.0
7 6 (8.70%) JavaScript
7 6 (8.70%) Scala
8 4 (5.80%) VB
8 4 (5.80%) VBA
9 3 (4.35%) C#
9 3 (4.35%) Perl
9 3 (4.35%) T-SQL
10 1 (1.45%) Bash Shell
10 1 (1.45%) C
10 1 (1.45%) F#
10 1 (1.45%) Ruby
Qualifications
1 15 (21.74%) Degree
Quality Assurance & Compliance
1 5 (7.25%) Data Quality
2 2 (2.90%) QA
System Software
1 2 (2.90%) Apache ZooKeeper
1 2 (2.90%) HDFS
2 1 (1.45%) Apache Flume
2 1 (1.45%) Docker
2 1 (1.45%) Oracle RAC
Systems Management
1 3 (4.35%) NetBackup
2 2 (2.90%) Hadoop YARN
3 1 (1.45%) Data Guard
3 1 (1.45%) Oracle RMAN
3 1 (1.45%) Puppet
Vendors
1 21 (30.43%) Oracle
2 15 (21.74%) Talend
3 13 (18.84%) Tableau
4 12 (17.39%) Intel
5 10 (14.49%) Teradata
6 9 (13.04%) Netezza
7 8 (11.59%) Informatica
7 8 (11.59%) Microsoft
8 6 (8.70%) ParAccel
9 4 (5.80%) Cognos
9 4 (5.80%) HP
9 4 (5.80%) MicroStrategy
10 2 (2.90%) Actuate
10 2 (2.90%) Greenplum
11 1 (1.45%) Progress
11 1 (1.45%) Red Hat
11 1 (1.45%) RightScale
11 1 (1.45%) SAP
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