Period
to 19 August 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 19 August 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
19 Aug 2018
Same period 2017 Same period 2016
Rank 1101 1144 1211
Rank change year-on-year +43 +67 -39
Permanent jobs citing Vertica 68 57 70
As % of all permanent IT jobs advertised in the UK 0.040% 0.032% 0.035%
As % of the Vendors category 0.092% 0.072% 0.080%
Number of salaries quoted 27 31 53
UK median annual salary £65,000 £65,000 £60,000
Median salary % change year-on-year - +8.33% +4.35%
10th Percentile £49,000 £35,000 £31,250
90th Percentile £84,500 £90,000 £81,750
UK excluding London median annual salary £65,000 £65,000 £40,000
% change year-on-year - +62.50% -15.79%

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 74,313 78,984 87,884
As % of all permanent IT jobs advertised in the UK 43.97% 44.58% 44.56%
Number of salaries quoted 57,554 61,622 71,489
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £26,750 £26,250 £26,250
90th Percentile £78,750 £75,000 £75,000
UK excluding London median annual salary £44,000 £42,500 £41,500
% change year-on-year +3.53% +2.41% +3.75%

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 19 August 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 19 August 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 +21 61 £65,000 +3.59% 6
London +41 47 £72,500 +20.83% 3
UK excluding London +33 21 £65,000 - 4
Scotland -12 7 - - 1
North of England +19 6 £65,000 - 1
Yorkshire - 5 £65,000 -
South East +12 4 £67,500 +3.85% 2
Midlands - 3 £50,000 -
West Midlands - 3 £50,000 -
North West +15 1 - - 1
South West - 1 £50,000 -

For the 6 months to 19 August 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 46 (67.65%) SQL
2 40 (58.82%) ETL
2 40 (58.82%) Analytics
3 36 (52.94%) Agile Software Development
4 34 (50.00%) Business Intelligence
5 31 (45.59%) Amazon AWS
6 30 (44.12%) Kafka
6 30 (44.12%) Oracle
7 28 (41.18%) Data Warehouse
8 27 (39.71%) Degree
8 27 (39.71%) Hadoop
9 26 (38.24%) NoSQL
9 26 (38.24%) Data Analytics
9 26 (38.24%) Big Data
9 26 (38.24%) Linux
10 25 (36.76%) Data Modelling
11 23 (33.82%) Unix
11 23 (33.82%) Python
11 23 (33.82%) Java
11 23 (33.82%) Scrum
12 22 (32.35%) Computer Science
13 21 (30.88%) Visualisation
14 20 (29.41%) Apache Hive
14 20 (29.41%) Data Visualisation
14 20 (29.41%) Impala
15 19 (27.94%) Apache Spark
15 19 (27.94%) Amazon Redshift
15 19 (27.94%) SQL Server
15 19 (27.94%) Web Services
16 18 (26.47%) Informatica

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 19 (27.94%) Apache Spark
2 7 (10.29%) Elasticsearch
3 4 (5.88%) Gentran
4 2 (2.94%) Apache
4 2 (2.94%) Apache Pig
5 1 (1.47%) IIS
Applications
1 16 (23.53%) Microsoft Excel
2 5 (7.35%) Microsoft Office
Business Applications
1 4 (5.88%) Oracle Receivables
Cloud Services
1 31 (45.59%) Amazon AWS
2 18 (26.47%) Google Cloud Platform
3 15 (22.06%) Microsoft Azure
4 9 (13.24%) SaaS
5 7 (10.29%) Cloud Computing
6 4 (5.88%) Amazon EC2
6 4 (5.88%) Amazon S3
6 4 (5.88%) IaaS
6 4 (5.88%) PaaS
7 1 (1.47%) AWS Lambda
7 1 (1.47%) Serverless
Communications & Networking
1 4 (5.88%) DNS
1 4 (5.88%) Firewall
1 4 (5.88%) FTP
1 4 (5.88%) HTTP
1 4 (5.88%) HTTPS
1 4 (5.88%) LAN
1 4 (5.88%) SSL
1 4 (5.88%) TCP/IP
1 4 (5.88%) WAN
Database & Business Intelligence
1 28 (41.18%) Data Warehouse
2 27 (39.71%) Hadoop
3 26 (38.24%) Big Data
3 26 (38.24%) NoSQL
4 20 (29.41%) Apache Hive
4 20 (29.41%) Impala
5 19 (27.94%) Amazon Redshift
5 19 (27.94%) SQL Server
6 17 (25.00%) Apache Cassandra
6 17 (25.00%) Flink
6 17 (25.00%) HBase
7 16 (23.53%) SQL Server Integration Services
8 15 (22.06%) MongoDB
9 14 (20.59%) Pentaho
10 13 (19.12%) Apache Kudu
10 13 (19.12%) BusinessObjects
10 13 (19.12%) DataStage
10 13 (19.12%) MySQL
10 13 (19.12%) Power BI
10 13 (19.12%) Spotfire
Development Applications
1 8 (11.76%) Jenkins
2 2 (2.94%) CircleCI
2 2 (2.94%) ERwin
2 2 (2.94%) Git (software)
2 2 (2.94%) Gradle
3 1 (1.47%) Bitbucket
3 1 (1.47%) JUnit
3 1 (1.47%) Maven
3 1 (1.47%) TestNG
General
1 17 (25.00%) Marketing
2 7 (10.29%) Finance
3 4 (5.88%) Retail
4 3 (4.41%) Games
5 2 (2.94%) Advertising
6 1 (1.47%) Financial Institution
6 1 (1.47%) Law
Job Titles
1 22 (32.35%) Developer
2 15 (22.06%) Architect
3 14 (20.59%) Big Data Architect
3 14 (20.59%) Business Intelligence Developer
3 14 (20.59%) Data Architect
3 14 (20.59%) SQL BI Developer
3 14 (20.59%) SQL Developer
4 12 (17.65%) Analyst
4 12 (17.65%) Analytics Developer
4 12 (17.65%) Data Visualisation Developer
5 7 (10.29%) Data Engineer
6 5 (7.35%) JavaScript Developer
6 5 (7.35%) Lead Developer
6 5 (7.35%) Lead PHP Developer
6 5 (7.35%) Lead Web Developer
6 5 (7.35%) Node.js Developer
6 5 (7.35%) PHP Developer
6 5 (7.35%) PHP Web Developer
6 5 (7.35%) Support Analyst
6 5 (7.35%) Web Developer
Libraries, Frameworks & Software Standards
1 30 (44.12%) Kafka
2 19 (27.94%) Web Services
3 18 (26.47%) Spark Streaming
4 5 (7.35%) AngularJS
4 5 (7.35%) Node.js
4 5 (7.35%) React
5 2 (2.94%) CSS
5 2 (2.94%) Hibernate
5 2 (2.94%) Spring
5 2 (2.94%) Spring Boot
6 1 (1.47%) Akka
6 1 (1.47%) Lucene
6 1 (1.47%) Play Framework
6 1 (1.47%) Samza
Miscellaneous
1 22 (32.35%) Computer Science
2 4 (5.88%) Management Information System
3 3 (4.41%) Fintech
3 3 (4.41%) Hybrid Cloud
4 2 (2.94%) PlayStation
5 1 (1.47%) Algorithms
5 1 (1.47%) Analytical Skills
5 1 (1.47%) Enterprise Cloud
5 1 (1.47%) Public Cloud
5 1 (1.47%) User Experience
Operating Systems
1 26 (38.24%) Linux
2 23 (33.82%) Unix
3 12 (17.65%) Windows
4 2 (2.94%) Apple iOS
Processes & Methodologies
1 40 (58.82%) Analytics
1 40 (58.82%) ETL
2 36 (52.94%) Agile Software Development
3 34 (50.00%) Business Intelligence
4 26 (38.24%) Data Analytics
5 25 (36.76%) Data Modelling
6 23 (33.82%) Scrum
7 21 (30.88%) Visualisation
8 20 (29.41%) Data Visualisation
9 15 (22.06%) Software Engineering
10 14 (20.59%) Creative Thinking
10 14 (20.59%) Dimensional Modelling
10 14 (20.59%) MapReduce
10 14 (20.59%) Performance Tuning
10 14 (20.59%) Statistics
11 12 (17.65%) Machine Learning
11 12 (17.65%) Marketing Intelligence
12 11 (16.18%) DNA
13 9 (13.24%) Problem-Solving
14 7 (10.29%) Data Science
Programming Languages
1 46 (67.65%) SQL
2 23 (33.82%) Java
2 23 (33.82%) Python
3 12 (17.65%) VB
3 12 (17.65%) VBA
4 6 (8.82%) Go
5 5 (7.35%) JavaScript
5 5 (7.35%) PHP
6 4 (5.88%) ActionScript
6 4 (5.88%) ActionScript 2.0
7 2 (2.94%) Java 8
7 2 (2.94%) PL/SQL
7 2 (2.94%) R
7 2 (2.94%) Shell Script
8 1 (1.47%) Scala
Qualifications
1 27 (39.71%) Degree
2 8 (11.76%) Computer Science Degree
3 4 (5.88%) PhD
4 1 (1.47%) Master's Degree
4 1 (1.47%) Numerate Degree
Quality Assurance & Compliance
1 3 (4.41%) SLA
2 2 (2.94%) QA
3 1 (1.47%) GCP
System Software
1 11 (16.18%) Docker
2 1 (1.47%) Apache ZooKeeper
2 1 (1.47%) HDFS
Systems Management
1 5 (7.35%) Ansible
2 4 (5.88%) Kibana
2 4 (5.88%) Kubernetes
3 2 (2.94%) Hadoop YARN
3 2 (2.94%) logstash
Vendors
1 30 (44.12%) Oracle
2 18 (26.47%) Informatica
2 18 (26.47%) Microsoft
2 18 (26.47%) Tableau
3 17 (25.00%) Google
4 16 (23.53%) Cloudera
4 16 (23.53%) Greenplum
4 16 (23.53%) SAP
5 15 (22.06%) HP
5 15 (22.06%) Talend
6 13 (19.12%) IBM
6 13 (19.12%) TIBCO
7 5 (7.35%) Cognos
8 4 (5.88%) CA
8 4 (5.88%) MapR
9 3 (4.41%) EXASOL
9 3 (4.41%) Netezza
10 2 (2.94%) Cognizant
10 2 (2.94%) Dell
10 2 (2.94%) Teradata