Period
to 14 December 2017

The following table provides summary statistics for contract job vacancies advertised in Leeds 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 14 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
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 109 - 152
Rank change year-on-year - +152 -
Contract jobs citing Impala 28 0 10
As % of all contract IT jobs advertised in Leeds 1.25% - 0.30%
As % of the Database & Business Intelligence category 4.67% - 1.18%
Number of daily rates quoted 19 0 1
Leeds median daily rate £460 - £350
10th Percentile £416 - £325
90th Percentile £538 - £375
West Yorkshire median daily rate £460 - £350
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West Yorkshire 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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Contract vacancies with a requirement for database or business intelligence skills 599 665 844
As % of all contract IT jobs advertised in Leeds 26.78% 25.92% 25.68%
Number of daily rates quoted 445 460 572
Leeds median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +15.38%
10th Percentile £305 £296 £281
90th Percentile £543 £538 £525
West Yorkshire median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 0 7 7
Leeds median hourly rate - £14.50 £17.50
Median hourly rate % change year-on-year - -17.14% +9.38%
West Yorkshire median hourly rate - £18.38 £17.50
% change year-on-year - +5.00% +9.38%

Impala
Job Vacancy Trend in Leeds

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

Job vacancy trend for Impala in Leeds

Impala
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for Impala in Leeds

For the 6 months to 14 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 Leeds region with a requirement for Impala.

1 28 (100.00%) Hadoop
1 28 (100.00%) Apache Hive
1 28 (100.00%) Apache Flume
1 28 (100.00%) Apache Spark
2 27 (96.43%) MapReduce
2 27 (96.43%) Big Data
3 26 (92.86%) HBase
3 26 (92.86%) Spark Streaming
3 26 (92.86%) Kafka
3 26 (92.86%) Sqoop
3 26 (92.86%) ETL
3 26 (92.86%) Python
3 26 (92.86%) Shell Script
4 24 (85.71%) Continuous Integration
4 24 (85.71%) GitHub
4 24 (85.71%) DevOps
5 20 (71.43%) Ansible
5 20 (71.43%) Agile Software Development
6 18 (64.29%) Security Cleared
7 17 (60.71%) Open Source
8 16 (57.14%) SC Cleared
9 14 (50.00%) Linux
10 13 (46.43%) Sensu
10 13 (46.43%) Git (software)
10 13 (46.43%) Configuration Management
10 13 (46.43%) Disaster Recovery
10 13 (46.43%) Prometheus
11 12 (42.86%) Informatica
11 12 (42.86%) Talend Open Studio
11 12 (42.86%) NoSQL

Impala
Co-occurring IT Skills in Leeds 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 28 (100.00%) Apache Spark
2 10 (35.71%) OpenStack
3 1 (3.57%) Apache
Cloud Services
1 24 (85.71%) GitHub
Communications & Networking
1 11 (39.29%) LAN
1 11 (39.29%) VPN
1 11 (39.29%) WAN
Database & Business Intelligence
1 28 (100.00%) Apache Hive
1 28 (100.00%) Hadoop
2 27 (96.43%) Big Data
3 26 (92.86%) HBase
3 26 (92.86%) Sqoop
4 12 (42.86%) NoSQL
5 1 (3.57%) IBM BigInsights
Development Applications
1 13 (46.43%) Git (software)
2 12 (42.86%) Talend Open Studio
3 5 (17.86%) JIRA
General
1 4 (14.29%) Electronics
1 4 (14.29%) Finance
1 4 (14.29%) Manufacturing
1 4 (14.29%) Marketing
1 4 (14.29%) Telecoms
2 1 (3.57%) Banking
Job Titles
1 14 (50.00%) DevOps Engineer
2 10 (35.71%) Data Engineer
3 4 (14.29%) Senior Data Engineer
4 3 (10.71%) Developer
5 1 (3.57%) Architect
5 1 (3.57%) Big Data Architect
5 1 (3.57%) Big Data Solutions Architect
5 1 (3.57%) Data Architect
5 1 (3.57%) DevOps Developer
5 1 (3.57%) Linux/Unix DevOps
5 1 (3.57%) Senior Developer
5 1 (3.57%) Solutions Architect
Libraries, Frameworks & Software Standards
1 26 (92.86%) Kafka
1 26 (92.86%) Spark Streaming
2 13 (46.43%) Sensu
Miscellaneous
1 1 (3.57%) Video\Live Streaming
Operating Systems
1 14 (50.00%) Linux
Processes & Methodologies
1 27 (96.43%) MapReduce
2 26 (92.86%) ETL
3 24 (85.71%) Continuous Integration
3 24 (85.71%) DevOps
4 20 (71.43%) Agile Software Development
5 17 (60.71%) Open Source
6 13 (46.43%) Configuration Management
6 13 (46.43%) Disaster Recovery
7 12 (42.86%) Analytics
8 11 (39.29%) Big Data Analytics
8 11 (39.29%) Data Analytics
8 11 (39.29%) Information Security
9 10 (35.71%) Data Modelling
9 10 (35.71%) Reverse Engineering
10 4 (14.29%) Business Intelligence
10 4 (14.29%) Digital Marketing
10 4 (14.29%) Programme Management
11 1 (3.57%) BDD
11 1 (3.57%) Data Integration
11 1 (3.57%) TDD
Programming Languages
1 26 (92.86%) Python
1 26 (92.86%) Shell Script
2 11 (39.29%) Java
2 11 (39.29%) Scala
2 11 (39.29%) SQL
Qualifications
1 18 (64.29%) Security Cleared
2 16 (57.14%) SC Cleared
3 4 (14.29%) DV Cleared
System Software
1 28 (100.00%) Apache Flume
Systems Management
1 20 (71.43%) Ansible
2 13 (46.43%) Prometheus
Vendors
1 12 (42.86%) Informatica
1 12 (42.86%) Talend
2 4 (14.29%) SAP
3 1 (3.57%) Cloudera
3 1 (3.57%) Elastic Path
3 1 (3.57%) Hortonworks
3 1 (3.57%) MapR