Period
to 22 November 2017

The table below provides summary statistics for permanent job vacancies with a requirement for knowledge and experience of EXASOL products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited EXASOL over the 6 months to 22 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 EXASOL.

EXASOL
UK
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 1162 1186 1287
Rank change year-on-year +24 +101 +48
Permanent jobs citing EXASOL 20 39 22
As % of all permanent IT jobs advertised in the UK 0.011% 0.021% 0.010%
As % of the Vendors category 0.025% 0.047% 0.022%
Number of salaries quoted 12 39 17
UK median annual salary £57,500 £60,000 £52,500
Median salary % change year-on-year -4.17% +14.29% -22.22%
10th Percentile £32,250 £50,000 £46,000
90th Percentile £72,500 £70,000 £67,500
UK excluding London median annual salary - £40,000 -

EXASOL 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 80478 83375 98527
As % of all permanent IT jobs advertised in the UK 44.56% 43.83% 45.66%
Number of salaries quoted 62276 67313 80223
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £42,500 £41,000
% change year-on-year - +3.66% +2.50%

EXASOL
Job Vacancy Trend

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

Job vacancy trend for EXASOL in the UK

EXASOL
Salary Trend

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

Salary trend for EXASOL in the UK

EXASOL
Salary Histogram

The salary distribution of IT jobs citing EXASOL over the 6 months to 22 November 2017.

Salary histogram for EXASOL in the UK

EXASOL
Top 2 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing EXASOL within the UK over the 6 months to 22 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
England -1 20 £57,500 -4.17% 1
London -20 20 £57,500 -4.17% 1

For the 6 months to 22 November 2017, IT jobs citing EXASOL 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 EXASOL.

1 19 (95.00%) SQL
2 14 (70.00%) ETL
3 12 (60.00%) Analytical Skills
4 11 (55.00%) Analytics
4 11 (55.00%) Data Warehouse
4 11 (55.00%) Oracle
4 11 (55.00%) Unix
5 10 (50.00%) Tableau
6 9 (45.00%) Hadoop
6 9 (45.00%) Oracle Database
6 9 (45.00%) Performance Tuning
6 9 (45.00%) PL/SQL
7 8 (40.00%) Java
7 8 (40.00%) MySQL
7 8 (40.00%) Linux
7 8 (40.00%) BusinessObjects
7 8 (40.00%) Informatica
8 7 (35.00%) Data Modelling
8 7 (35.00%) Apache Spark
9 6 (30.00%) Complex ETL
9 6 (30.00%) Amazon Redshift
9 6 (30.00%) Oracle Database 12c
9 6 (30.00%) ITIL Foundation Certificate
9 6 (30.00%) Visualisation
9 6 (30.00%) Confluence
9 6 (30.00%) Data Integration
9 6 (30.00%) Python
9 6 (30.00%) PowerCenter
9 6 (30.00%) Control-M
9 6 (30.00%) Shell Script

EXASOL
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 7 (35.00%) Apache Spark
2 6 (30.00%) Confluence
3 2 (10.00%) Apache Pig
Applications
1 1 (5.00%) SPSS
Cloud Services
1 2 (10.00%) Amazon AWS
1 2 (10.00%) Cloud Computing
1 2 (10.00%) Google Cloud Platform
Database & Business Intelligence
1 11 (55.00%) Data Warehouse
2 9 (45.00%) Hadoop
2 9 (45.00%) Oracle Database
3 8 (40.00%) BusinessObjects
3 8 (40.00%) MySQL
4 6 (30.00%) Amazon Redshift
4 6 (30.00%) Oracle Database 12c
4 6 (30.00%) PowerCenter
5 5 (25.00%) CouchDB
5 5 (25.00%) NoSQL
5 5 (25.00%) PostgreSQL
5 5 (25.00%) Presto
5 5 (25.00%) Redis
6 4 (20.00%) Apache Hive
7 3 (15.00%) OLAP
7 3 (15.00%) OLTP
7 3 (15.00%) Oracle ODI
7 3 (15.00%) Oracle OLAP
7 3 (15.00%) Relational Database
7 3 (15.00%) SQL Server
Development Applications
1 6 (30.00%) JIRA
General
1 6 (30.00%) Finance
2 2 (10.00%) Retail
Job Titles
1 10 (50.00%) Developer
2 4 (20.00%) Data Engineer
2 4 (20.00%) Data Integration Developer
2 4 (20.00%) ETL Developer
2 4 (20.00%) Hadoop Engineer
2 4 (20.00%) Informatica Developer
2 4 (20.00%) Informatica ETL Developer
2 4 (20.00%) Integration Developer
3 3 (15.00%) Analyst
3 3 (15.00%) Analytics Consultant
3 3 (15.00%) Consultant
3 3 (15.00%) Data Warehouse Developer
3 3 (15.00%) ETL Analyst
3 3 (15.00%) Oracle Data Warehouse Developer
3 3 (15.00%) Oracle Developer
3 3 (15.00%) Python Developer
4 2 (10.00%) JavaScript Engineer
4 2 (10.00%) Platform Engineer
4 2 (10.00%) Support Analyst
5 1 (5.00%) Data Analytics Consultant
Libraries, Frameworks & Software Standards
1 5 (25.00%) Kafka
2 4 (20.00%) Spark Streaming
3 3 (15.00%) D3.js
3 3 (15.00%) JSON
3 3 (15.00%) Oracle GoldenGate
3 3 (15.00%) Web Services
3 3 (15.00%) XML
4 2 (10.00%) HTML
4 2 (10.00%) Regular Expression
Miscellaneous
1 12 (60.00%) Analytical Skills
2 6 (30.00%) Linux Command Line
3 3 (15.00%) Replication
4 2 (10.00%) Hybrid Cloud
4 2 (10.00%) Social Network
Operating Systems
1 11 (55.00%) Unix
2 8 (40.00%) Linux
Processes & Methodologies
1 14 (70.00%) ETL
2 11 (55.00%) Analytics
3 9 (45.00%) Performance Tuning
4 7 (35.00%) Data Modelling
5 6 (30.00%) Asset Management
5 6 (30.00%) Complex ETL
5 6 (30.00%) Data Integration
5 6 (30.00%) Fund Management
5 6 (30.00%) ITIL
5 6 (30.00%) Visualisation
6 5 (25.00%) Open Source
7 4 (20.00%) Business Intelligence
7 4 (20.00%) Data Analysis
7 4 (20.00%) Investment Management
8 3 (15.00%) Agile Software Development
8 3 (15.00%) Data Visualisation
8 3 (15.00%) Database Tuning
8 3 (15.00%) Dimensional Modelling
8 3 (15.00%) OO
8 3 (15.00%) OOP
Programming Languages
1 19 (95.00%) SQL
2 9 (45.00%) PL/SQL
3 8 (40.00%) Java
4 6 (30.00%) Python
4 6 (30.00%) Shell Script
5 5 (25.00%) JavaScript
6 4 (20.00%) Bash Shell
7 3 (15.00%) ES6
7 3 (15.00%) PHP
8 2 (10.00%) Scala
9 1 (5.00%) Ruby
Qualifications
1 6 (30.00%) ITIL Foundation Certificate
2 2 (10.00%) Oracle Certification
Quality Assurance & Compliance
1 4 (20.00%) SLA
2 2 (10.00%) Solvency II
Systems Management
1 6 (30.00%) Control-M
Vendors
1 11 (55.00%) Oracle
2 10 (50.00%) Tableau
3 8 (40.00%) Informatica
4 4 (20.00%) Alteryx
4 4 (20.00%) Netezza
4 4 (20.00%) SAP
4 4 (20.00%) Vertica
5 2 (10.00%) Cloudera
5 2 (10.00%) Cognos
5 2 (10.00%) Google
5 2 (10.00%) HP
5 2 (10.00%) Hyperion
5 2 (10.00%) Syncsort
5 2 (10.00%) Teradata
6 1 (5.00%) Splunk