Period
to 22 May 2018

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 6 months to 22 May 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 Micro Focus Vertica.

Vertica
UK
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 1107 1091 1233
Rank change year-on-year -16 +142 -32
Permanent jobs citing Vertica 90 73 56
As % of all permanent IT jobs advertised in the UK 0.052% 0.043% 0.028%
As % of the Vendors category 0.12% 0.098% 0.061%
Number of salaries quoted 37 51 41
UK median annual salary £65,000 £65,000 £60,000
Median salary % change year-on-year - +8.33% +15.38%
10th Percentile £44,000 £45,000 £43,750
90th Percentile £96,000 £82,500 £82,500
UK excluding London median annual salary £65,000 £65,000 £47,500
% change year-on-year - +36.84% +18.75%

Vertica 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 76,450 74,718 91,400
As % of all permanent IT jobs advertised in the UK 44.52% 44.22% 45.50%
Number of salaries quoted 59,959 60,027 74,658
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £27,000 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
UK excluding London median annual salary £42,500 £41,500 £42,000
% change year-on-year +2.41% -1.19% +5.00%

Vertica
Job Vacancy Trend

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

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 6 months to 22 May 2018.

Salary histogram for Vertica in the UK

Vertica
Top 11 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 6 months to 22 May 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
England -3 79 £65,000 - 10
London -4 53 £80,000 +23.08% 7
UK excluding London -6 37 £65,000 - 5
North of England 0 11 £65,000 - 1
Scotland -29 11 - - 2
Midlands +15 8 £45,000 - 1
West Midlands +14 8 £45,000 - 1
Yorkshire - 8 £65,000 -
South East -5 6 £65,000 -7.14%
North West +14 3 - - 1
South West - 1 £50,000 -

For the 6 months to 22 May 2018, IT jobs citing Vertica 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 with a requirement for Vertica.

1 63 (70.00%) SQL
2 53 (58.89%) Analytics
3 50 (55.56%) Business Intelligence
4 48 (53.33%) Agile Software Development
5 47 (52.22%) ETL
6 43 (47.78%) Oracle
7 42 (46.67%) Linux
8 39 (43.33%) NoSQL
9 38 (42.22%) Degree
9 38 (42.22%) Data Modelling
10 35 (38.89%) Data Warehouse
11 34 (37.78%) Amazon AWS
11 34 (37.78%) Data Analytics
12 32 (35.56%) Kafka
13 30 (33.33%) MongoDB
13 30 (33.33%) Big Data
14 29 (32.22%) Hadoop
14 29 (32.22%) Computer Science
14 29 (32.22%) Java
14 29 (32.22%) Software Engineering
14 29 (32.22%) Scrum
15 28 (31.11%) SQL Server
16 27 (30.00%) Marketing
16 27 (30.00%) Visualisation
16 27 (30.00%) Data Visualisation
17 26 (28.89%) Web Services
17 26 (28.89%) MySQL
18 25 (27.78%) Dimensional Modelling
19 23 (25.56%) Microsoft Excel
19 23 (25.56%) Amazon Redshift

Vertica
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 21 (23.33%) Apache Spark
2 7 (7.78%) Elasticsearch
3 4 (4.44%) Apache
3 4 (4.44%) Apache Pig
3 4 (4.44%) Gentran
4 2 (2.22%) SAS
5 1 (1.11%) IIS
Applications
1 23 (25.56%) Microsoft Excel
2 5 (5.56%) Microsoft Office
3 1 (1.11%) SPSS
Business Applications
1 4 (4.44%) Oracle Receivables
Cloud Services
1 34 (37.78%) Amazon AWS
2 19 (21.11%) Google Cloud Platform
3 17 (18.89%) Microsoft Azure
4 8 (8.89%) SaaS
5 6 (6.67%) Cloud Computing
6 3 (3.33%) Amazon EC2
6 3 (3.33%) PaaS
7 2 (2.22%) Amazon S3
7 2 (2.22%) AWS Lambda
7 2 (2.22%) IaaS
7 2 (2.22%) Serverless
8 1 (1.11%) Amazon EMR
8 1 (1.11%) GitHub
Communications & Networking
1 4 (4.44%) FTP
2 2 (2.22%) DNS
2 2 (2.22%) Firewall
2 2 (2.22%) HTTP
2 2 (2.22%) HTTPS
2 2 (2.22%) LAN
2 2 (2.22%) SSL
2 2 (2.22%) TCP/IP
2 2 (2.22%) WAN
Database & Business Intelligence
1 39 (43.33%) NoSQL
2 35 (38.89%) Data Warehouse
3 30 (33.33%) Big Data
3 30 (33.33%) MongoDB
4 29 (32.22%) Hadoop
5 28 (31.11%) SQL Server
6 26 (28.89%) MySQL
7 23 (25.56%) Amazon Redshift
8 22 (24.44%) Apache Cassandra
9 21 (23.33%) Apache Hive
10 20 (22.22%) Impala
11 19 (21.11%) HBase
11 19 (21.11%) Snowflake Schema
12 18 (20.00%) Flink
13 17 (18.89%) Pentaho
14 16 (17.78%) SQL Server Integration Services
15 14 (15.56%) Apache Kudu
15 14 (15.56%) BusinessObjects
15 14 (15.56%) Power BI
15 14 (15.56%) Spotfire
Development Applications
1 9 (10.00%) Jenkins
2 5 (5.56%) ERwin
3 4 (4.44%) Gradle
4 3 (3.33%) Git (software)
5 2 (2.22%) Bitbucket
5 2 (2.22%) JUnit
5 2 (2.22%) Maven
5 2 (2.22%) TestNG
6 1 (1.11%) CircleCI
6 1 (1.11%) Subversion
General
1 27 (30.00%) Marketing
2 10 (11.11%) Finance
3 5 (5.56%) Retail
4 4 (4.44%) Games
5 2 (2.22%) Financial Institution
6 1 (1.11%) Advertising
6 1 (1.11%) Banking
6 1 (1.11%) Law
6 1 (1.11%) Manufacturing
6 1 (1.11%) Pharmaceutical
6 1 (1.11%) Telecoms
Job Titles
1 36 (40.00%) Developer
2 24 (26.67%) SQL Developer
3 21 (23.33%) Business Intelligence Developer
3 21 (23.33%) SQL BI Developer
4 19 (21.11%) Analytics Developer
4 19 (21.11%) Data Visualisation Developer
5 18 (20.00%) Architect
6 16 (17.78%) Big Data Architect
6 16 (17.78%) Data Architect
7 11 (12.22%) Analyst
8 8 (8.89%) JavaScript Developer
8 8 (8.89%) Lead Developer
8 8 (8.89%) Lead PHP Developer
8 8 (8.89%) Lead Web Developer
8 8 (8.89%) Node.js Developer
8 8 (8.89%) PHP Developer
8 8 (8.89%) PHP Web Developer
8 8 (8.89%) Software Engineer
8 8 (8.89%) Web Developer
9 5 (5.56%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 32 (35.56%) Kafka
2 26 (28.89%) Web Services
3 17 (18.89%) Spark Streaming
4 8 (8.89%) AngularJS
4 8 (8.89%) Node.js
4 8 (8.89%) React
5 4 (4.44%) Spring Boot
6 3 (3.33%) CSS
6 3 (3.33%) Hibernate
6 3 (3.33%) Spring
7 2 (2.22%) Akka
7 2 (2.22%) Lucene
7 2 (2.22%) Play Framework
7 2 (2.22%) Samza
8 1 (1.11%) JSON
8 1 (1.11%) MLlib
8 1 (1.11%) XML
8 1 (1.11%) XSD
Miscellaneous
1 29 (32.22%) Computer Science
2 4 (4.44%) Management Information System
3 3 (3.33%) Analytical Skills
3 3 (3.33%) PlayStation
4 2 (2.22%) Fintech
4 2 (2.22%) Hybrid Cloud
4 2 (2.22%) User Experience
5 1 (1.11%) Algorithms
5 1 (1.11%) Data Structures
5 1 (1.11%) Enterprise Cloud
5 1 (1.11%) Public Cloud
Operating Systems
1 42 (46.67%) Linux
2 19 (21.11%) Windows
3 14 (15.56%) Unix
4 3 (3.33%) Apple iOS
Processes & Methodologies
1 53 (58.89%) Analytics
2 50 (55.56%) Business Intelligence
3 48 (53.33%) Agile Software Development
4 47 (52.22%) ETL
5 38 (42.22%) Data Modelling
6 34 (37.78%) Data Analytics
7 29 (32.22%) Scrum
7 29 (32.22%) Software Engineering
8 27 (30.00%) Data Visualisation
8 27 (30.00%) Visualisation
9 25 (27.78%) Dimensional Modelling
10 21 (23.33%) Statistics
11 19 (21.11%) Marketing Intelligence
12 17 (18.89%) Performance Tuning
13 16 (17.78%) MapReduce
14 13 (14.44%) Problem-Solving
15 12 (13.33%) Creative Thinking
16 11 (12.22%) DNA
17 9 (10.00%) Prototyping
18 8 (8.89%) Web Development
Programming Languages
1 63 (70.00%) SQL
2 29 (32.22%) Java
3 22 (24.44%) Python
4 19 (21.11%) VB
4 19 (21.11%) VBA
5 12 (13.33%) JavaScript
6 9 (10.00%) PHP
7 5 (5.56%) PL/SQL
8 4 (4.44%) ActionScript
8 4 (4.44%) ActionScript 2.0
8 4 (4.44%) Java 8
8 4 (4.44%) R
9 3 (3.33%) Go
10 2 (2.22%) Scala
11 1 (1.11%) Perl
Qualifications
1 38 (42.22%) Degree
2 9 (10.00%) Computer Science Degree
3 3 (3.33%) PhD
4 1 (1.11%) Master's Degree
4 1 (1.11%) Microsoft Certification
4 1 (1.11%) Numerate Degree
Quality Assurance & Compliance
1 4 (4.44%) QA
2 2 (2.22%) SLA
3 1 (1.11%) GCP
System Software
1 14 (15.56%) Docker
2 2 (2.22%) Apache ZooKeeper
2 2 (2.22%) HDFS
3 1 (1.11%) Apache Flume
Systems Management
1 8 (8.89%) Ansible
2 3 (3.33%) Hadoop YARN
2 3 (3.33%) logstash
3 2 (2.22%) Kibana
3 2 (2.22%) Kubernetes
4 1 (1.11%) Opscode Chef
4 1 (1.11%) Rundeck
4 1 (1.11%) Systems Management Server (SMS)
Vendors
1 43 (47.78%) Oracle
2 21 (23.33%) Greenplum
3 20 (22.22%) Informatica
3 20 (22.22%) Microsoft
3 20 (22.22%) Tableau
3 20 (22.22%) Talend
4 19 (21.11%) HP
5 17 (18.89%) Cloudera
5 17 (18.89%) Google
6 16 (17.78%) SAP
7 14 (15.56%) IBM
7 14 (15.56%) TIBCO
8 6 (6.67%) Cognos
8 6 (6.67%) Netezza
8 6 (6.67%) Teradata
9 5 (5.56%) Cognizant
10 4 (4.44%) CA
11 3 (3.33%) Dell
11 3 (3.33%) Hortonworks
12 2 (2.22%) MapR