Period
to 20 October 2018

The following table provides summary statistics for contract job vacancies advertised in Scotland 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 20 October 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
UK > Scotland
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 189 179 -
Rank change year-on-year -10 - -
Contract jobs citing Impala 15 4 0
As % of all contract IT jobs advertised in Scotland 0.28% 0.083% -
As % of the Database & Business Intelligence category 1.39% 0.40% -
Number of daily rates quoted 2 3 0
Scotland median daily rate £500 £400 -
Median daily rate % change year-on-year +25.00% - -
UK median daily rate £550 £500 £538
% change year-on-year +10.00% -6.98% -11.34%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £45.00 £45.00 -

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 Scotland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Scotland
Contract vacancies with a requirement for database or business intelligence skills 1,080 1,010 1,105
As % of all contract IT jobs advertised in Scotland 20.29% 21.01% 23.14%
Number of daily rates quoted 604 541 616
Scotland median daily rate £400 £388 £350
Median daily rate % change year-on-year +3.23% +10.71% -0.71%
10th Percentile £306 £288 £257
90th Percentile £543 £525 £483
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 7 11 20
Scotland median hourly rate £16.25 £43.39 £41.25
Median hourly rate % change year-on-year -62.55% +5.19% +27.22%
10th Percentile £10.68 £13.65 £9.37
90th Percentile £34.25 £195.00 £46.01
UK median hourly rate £30.00 £30.00 £29.50
% change year-on-year - +1.69% +5.36%

Impala
Job Vacancy Trend in Scotland

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

Job vacancy trend for Impala in Scotland

Impala
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for Impala in Scotland

Impala
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Impala within the Scotland region over the 6 months to 20 October 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -4 13 £500 -28.57%
Edinburgh -6 2 - -
Impala
UK

For the 6 months to 20 October 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 Scotland region with a requirement for Impala.

1 14 (93.33%) Apache Spark
2 13 (86.67%) Hadoop
3 12 (80.00%) Java
4 11 (73.33%) Kafka
4 11 (73.33%) Analytics
4 11 (73.33%) Scala
4 11 (73.33%) Akka
4 11 (73.33%) Java 8
5 10 (66.67%) Computer Science Degree
5 10 (66.67%) Enterprise Software
5 10 (66.67%) Degree
5 10 (66.67%) Computer Science
5 10 (66.67%) MapReduce
5 10 (66.67%) Games
5 10 (66.67%) Software Engineering
6 3 (20.00%) Agile Software Development
6 3 (20.00%) SQL
6 3 (20.00%) Oracle
6 3 (20.00%) ETL
6 3 (20.00%) Apache Hive
6 3 (20.00%) MongoDB
6 3 (20.00%) NoSQL
6 3 (20.00%) Big Data
7 2 (13.33%) JSON
7 2 (13.33%) JIRA
7 2 (13.33%) UML
7 2 (13.33%) Data Warehouse
7 2 (13.33%) Data Modelling
7 2 (13.33%) Banking
8 1 (6.67%) SQL Server Integration Services

Impala
Co-occurring IT Skills in Scotland 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 14 (93.33%) Apache Spark
2 1 (6.67%) Apache Solr
Database & Business Intelligence
1 13 (86.67%) Hadoop
2 3 (20.00%) Apache Hive
2 3 (20.00%) Big Data
2 3 (20.00%) MongoDB
2 3 (20.00%) NoSQL
3 2 (13.33%) Data Warehouse
4 1 (6.67%) Cloudera CDH
4 1 (6.67%) HBase
4 1 (6.67%) Oracle Database
4 1 (6.67%) Oracle Database 12c
4 1 (6.67%) Relational Database
4 1 (6.67%) SQL Server
4 1 (6.67%) SQL Server Integration Services
4 1 (6.67%) Sqoop
Development Applications
1 2 (13.33%) JIRA
2 1 (6.67%) Maven
General
1 10 (66.67%) Games
2 2 (13.33%) Banking
3 1 (6.67%) Finance
Job Titles
1 9 (60.00%) Scala Software Engineer
1 9 (60.00%) Software Engineer
2 3 (20.00%) Developer
3 2 (13.33%) Data Modeller
3 2 (13.33%) Scala Developer
4 1 (6.67%) Apache Spark Developer
4 1 (6.67%) Architect
4 1 (6.67%) Data Architect
4 1 (6.67%) Information Architect
4 1 (6.67%) Java Developer
4 1 (6.67%) Java Scala Developer
4 1 (6.67%) Senior Developer
4 1 (6.67%) Senior Java Developer
4 1 (6.67%) Senior Java Scala Developer
4 1 (6.67%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 11 (73.33%) Akka
1 11 (73.33%) Kafka
2 2 (13.33%) JSON
3 1 (6.67%) Hibernate
3 1 (6.67%) REST
3 1 (6.67%) RESTful
3 1 (6.67%) Spring
3 1 (6.67%) XML
Miscellaneous
1 10 (66.67%) Computer Science
1 10 (66.67%) Enterprise Software
Processes & Methodologies
1 11 (73.33%) Analytics
2 10 (66.67%) MapReduce
2 10 (66.67%) Software Engineering
3 3 (20.00%) Agile Software Development
3 3 (20.00%) ETL
4 2 (13.33%) Data Modelling
4 2 (13.33%) UML
5 1 (6.67%) Business Intelligence
5 1 (6.67%) Data Analysis
5 1 (6.67%) Data Analytics
5 1 (6.67%) Data Management
5 1 (6.67%) Data Visualisation
5 1 (6.67%) ITIL
5 1 (6.67%) ITIL V3
5 1 (6.67%) Kanban
5 1 (6.67%) Migration
5 1 (6.67%) Open Source
5 1 (6.67%) Refactoring
5 1 (6.67%) Scrum
5 1 (6.67%) Visualisation
Programming Languages
1 12 (80.00%) Java
2 11 (73.33%) Java 8
2 11 (73.33%) Scala
3 3 (20.00%) SQL
4 1 (6.67%) Perl
4 1 (6.67%) PL/SQL
4 1 (6.67%) PowerShell
4 1 (6.67%) Python
4 1 (6.67%) T-SQL
Qualifications
1 10 (66.67%) Computer Science Degree
1 10 (66.67%) Degree
System Software
1 1 (6.67%) Apache ZooKeeper
1 1 (6.67%) HDFS
Vendors
1 3 (20.00%) Oracle
2 1 (6.67%) Cloudera
2 1 (6.67%) Informatica
2 1 (6.67%) Microsoft
2 1 (6.67%) Tableau