Period
to 12 December 2017

The following table provides summary statistics for contract job vacancies advertised in Glasgow 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 12 December 2017 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.

Cloudera Impala
Scotland > Glasgow
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 95 - -
Rank change year-on-year - - -
Contract jobs citing Impala 2 0 0
As % of all contract IT jobs advertised in Glasgow 0.16% - -
As % of the Database & Business Intelligence category 0.64% - -
Number of daily rates quoted 1 0 0
Glasgow median daily rate £700 - -
Scotland median daily rate £400 - -
Number of hourly rates quoted 0 0 0
Glasgow 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 Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Contract vacancies with a requirement for database or business intelligence skills 311 298 414
As % of all contract IT jobs advertised in Glasgow 24.57% 25.98% 25.11%
Number of daily rates quoted 166 143 221
Glasgow median daily rate £380 £365 £338
Median daily rate % change year-on-year +4.11% +8.15% -2.88%
10th Percentile £262 £262 £213
90th Percentile £500 £475 £455
Scotland median daily rate £388 £350 £375
% change year-on-year +10.71% -6.67% +5.63%
Number of hourly rates quoted 8 1 2
Glasgow median hourly rate £107.00 £44.50 £30.96
Median hourly rate % change year-on-year +140.45% +43.76% +37.58%
10th Percentile £12.77 £43.25 £15.50
90th Percentile £195.00 £45.75 £45.98
Scotland median hourly rate £42.00 £42.50 £25.00
% change year-on-year -1.18% +70.00% +11.11%

For the 6 months to 12 December 2017, IT contractor jobs citing Impala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Glasgow region with a requirement for Impala.

1 2 (100.00%) SQL
1 2 (100.00%) Java
1 2 (100.00%) Python
1 2 (100.00%) Scala
1 2 (100.00%) Hadoop
1 2 (100.00%) Apache Hive
1 2 (100.00%) MongoDB
1 2 (100.00%) Apache Cassandra
1 2 (100.00%) Big Data
1 2 (100.00%) Kafka
1 2 (100.00%) Sqoop
1 2 (100.00%) Apache Spark
1 2 (100.00%) Spark SQL
2 1 (50.00%) REST
2 1 (50.00%) Finance
2 1 (50.00%) Spring
2 1 (50.00%) JNDI
2 1 (50.00%) JMS
2 1 (50.00%) PL/SQL
2 1 (50.00%) J2EE
2 1 (50.00%) Oracle
2 1 (50.00%) JDBC
2 1 (50.00%) Web Services

Impala
Co-occurring IT Skills in Glasgow 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 2 (100.00%) Apache Spark
Database & Business Intelligence
1 2 (100.00%) Apache Cassandra
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
1 2 (100.00%) Hadoop
1 2 (100.00%) MongoDB
1 2 (100.00%) Spark SQL
1 2 (100.00%) Sqoop
General
1 1 (50.00%) Finance
Job Titles
1 2 (100.00%) Architect
1 2 (100.00%) Big Data Architect
1 2 (100.00%) Data Architect
2 1 (50.00%) Cassandra Architect
Libraries, Frameworks & Software Standards
1 2 (100.00%) Kafka
2 1 (50.00%) J2EE
2 1 (50.00%) JDBC
2 1 (50.00%) JMS
2 1 (50.00%) JNDI
2 1 (50.00%) REST
2 1 (50.00%) Spring
2 1 (50.00%) Web Services
Programming Languages
1 2 (100.00%) Java
1 2 (100.00%) Python
1 2 (100.00%) Scala
1 2 (100.00%) SQL
2 1 (50.00%) PL/SQL
Vendors
1 1 (50.00%) Oracle