Period
to 16 December 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Impala skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Impala over the 6 months to 16 December 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Impala
Scotland > Edinburgh
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 135 137 109
Rank change year-on-year +2 -28 -
Contract jobs citing Impala 1 2 1
As % of all contract IT jobs advertised in Edinburgh 0.035% 0.068% 0.051%
As % of the Database & Business Intelligence category 0.19% 0.37% 0.24%
Number of daily rates quoted 0 2 0
Edinburgh median daily rate - £400 -
Scotland median daily rate £500 £400 -
% change year-on-year +25.00% - -
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

Impala is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Contract vacancies with a requirement for database or business intelligence skills 530 536 425
As % of all contract IT jobs advertised in Edinburgh 18.77% 18.24% 21.56%
Number of daily rates quoted 294 290 217
Edinburgh median daily rate £415 £400 £363
Median daily rate % change year-on-year +3.75% +10.34% -9.38%
10th Percentile £313 £311 £268
90th Percentile £544 £510 £513
Scotland median daily rate £400 £388 £350
% change year-on-year +3.23% +10.71% -6.67%
Number of hourly rates quoted 3 0 9
Edinburgh median hourly rate £30.00 - £52.00
10th Percentile £18.40 - £44.25
90th Percentile £34.00 - £52.03
Scotland median hourly rate £31.25 £33.00 £42.25
% change year-on-year -5.30% -21.89% +69.00%

Impala
Job Vacancy Trend in Edinburgh

Job postings citing Impala as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Impala in Edinburgh

Impala
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Impala in Edinburgh.

Contractor daily rate trend for Impala in Edinburgh

For the 6 months to 16 December 2018, IT contractor jobs citing Impala also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Edinburgh region with a requirement for Impala.

1 1 (100.00%) Java
1 1 (100.00%) Perl
1 1 (100.00%) PL/SQL
1 1 (100.00%) SQL
1 1 (100.00%) T-SQL
1 1 (100.00%) Oracle
1 1 (100.00%) SQL Server
1 1 (100.00%) XML
1 1 (100.00%) Python
1 1 (100.00%) ETL
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Microsoft
1 1 (100.00%) Informatica
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Banking
1 1 (100.00%) Maven
1 1 (100.00%) SQL Server Integration Services
1 1 (100.00%) JSON
1 1 (100.00%) JIRA
1 1 (100.00%) PowerShell
1 1 (100.00%) Hadoop
1 1 (100.00%) Visualisation
1 1 (100.00%) Open Source
1 1 (100.00%) Apache Hive
1 1 (100.00%) MongoDB
1 1 (100.00%) NoSQL
1 1 (100.00%) Data Visualisation
1 1 (100.00%) REST
1 1 (100.00%) Tableau
1 1 (100.00%) Data Analytics

Impala
Co-occurring IT Skills in Edinburgh 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 1 (100.00%) Apache Spark
Database & Business Intelligence
1 1 (100.00%) Apache Hive
1 1 (100.00%) Hadoop
1 1 (100.00%) MongoDB
1 1 (100.00%) NoSQL
1 1 (100.00%) Oracle Database
1 1 (100.00%) Oracle Database 12c
1 1 (100.00%) SQL Server
1 1 (100.00%) SQL Server Integration Services
1 1 (100.00%) Sqoop
Development Applications
1 1 (100.00%) JIRA
1 1 (100.00%) Maven
General
1 1 (100.00%) Banking
Job Titles
1 1 (100.00%) Developer
Libraries, Frameworks & Software Standards
1 1 (100.00%) JSON
1 1 (100.00%) REST
1 1 (100.00%) XML
Processes & Methodologies
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Analytics
1 1 (100.00%) Data Development
1 1 (100.00%) Data Munging
1 1 (100.00%) Data Visualisation
1 1 (100.00%) DevOps
1 1 (100.00%) ETL
1 1 (100.00%) Open Source
1 1 (100.00%) Visualisation
Programming Languages
1 1 (100.00%) Java
1 1 (100.00%) Perl
1 1 (100.00%) PL/SQL
1 1 (100.00%) PowerShell
1 1 (100.00%) Python
1 1 (100.00%) SQL
1 1 (100.00%) T-SQL
Vendors
1 1 (100.00%) Informatica
1 1 (100.00%) Microsoft
1 1 (100.00%) Oracle
1 1 (100.00%) Tableau