Period
to 24 June 2018

The following table provides summary statistics for contract job vacancies advertised in Berkshire 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 24 June 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
South East > Berkshire
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 145 146 -
Rank change year-on-year +1 - -
Contract jobs citing Impala 18 9 0
As % of all contract IT jobs advertised in Berkshire 0.47% 0.25% -
As % of the Database & Business Intelligence category 2.58% 1.45% -
Number of daily rates quoted 12 5 0
Berkshire median daily rate £575 £400 -
Median daily rate % change year-on-year +43.75% - -
South East median daily rate £550 £401 -
% change year-on-year +37.33% - -
Number of hourly rates quoted 0 0 0
Berkshire median hourly rate - - -
South East 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 Berkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Berkshire
Contract vacancies with a requirement for database or business intelligence skills 698 621 676
As % of all contract IT jobs advertised in Berkshire 18.11% 16.95% 14.06%
Number of daily rates quoted 401 328 409
Berkshire median daily rate £425 £416 £415
Median daily rate % change year-on-year +2.10% +0.30% +3.75%
10th Percentile £320 £300 £270
90th Percentile £588 £554 £538
South East median daily rate £438 £413 £395
% change year-on-year +6.06% +4.43% +5.33%
Number of hourly rates quoted 12 36 28
Berkshire median hourly rate £44.75 £9.50 £9.50
Median hourly rate % change year-on-year +371.05% - -70.77%
10th Percentile £11.05 £9.25 £9.25
90th Percentile £57.00 £47.75 £15.00
South East median hourly rate £40.00 £19.00 £34.25
% change year-on-year +110.53% -44.53% +21.78%

Impala
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Impala in Berkshire

Impala
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Impala in Berkshire

Impala
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Impala in Berkshire over the 6 months to 24 June 2018.

Contractor daily rate histogram for Impala in Berkshire

Impala
Contract Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Impala within the Berkshire region over the 6 months to 24 June 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
Reading -2 5 £475 +18.75% 1
Newbury - 2 - -
Impala
South East

For the 6 months to 24 June 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 Berkshire region with a requirement for Impala.

1 18 (100.00%) Hadoop
1 18 (100.00%) Apache Hive
1 18 (100.00%) Big Data
1 18 (100.00%) Apache Spark
2 16 (88.89%) HDFS
2 16 (88.89%) Apache Flume
2 16 (88.89%) HBase
2 16 (88.89%) Linux
3 14 (77.78%) Cloudera
4 13 (72.22%) Kafka
4 13 (72.22%) Hortonworks
4 13 (72.22%) Analytics
4 13 (72.22%) MapR
5 12 (66.67%) Sqoop
5 12 (66.67%) Oozie
6 11 (61.11%) Tag Management
6 11 (61.11%) Google Tag Manager
6 11 (61.11%) Data Lake
6 11 (61.11%) Greenfield Project
6 11 (61.11%) Data Strategy
6 11 (61.11%) Tealium
6 11 (61.11%) Talend
6 11 (61.11%) Bash Shell
6 11 (61.11%) RESTful
6 11 (61.11%) Scala
6 11 (61.11%) CentOS
6 11 (61.11%) Java
6 11 (61.11%) SQL Server
6 11 (61.11%) SOAP
6 11 (61.11%) Web Services

Impala
Co-occurring IT Skills in Berkshire 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 18 (100.00%) Apache Spark
2 1 (5.56%) Apache
2 1 (5.56%) Apache Pig
Cloud Services
1 11 (61.11%) Google Tag Manager
2 1 (5.56%) PaaS
Database & Business Intelligence
1 18 (100.00%) Apache Hive
1 18 (100.00%) Big Data
1 18 (100.00%) Hadoop
2 16 (88.89%) HBase
3 12 (66.67%) Sqoop
4 11 (61.11%) Data Lake
4 11 (61.11%) PostgreSQL
4 11 (61.11%) SQL Server
5 1 (5.56%) Apache Kudu
General
1 1 (5.56%) Telecoms
Job Titles
1 2 (11.11%) Architect
1 2 (11.11%) Big Data Developer
1 2 (11.11%) Big Data Engineer
1 2 (11.11%) Cybersecurity Engineer
1 2 (11.11%) Data Engineer
1 2 (11.11%) Developer
1 2 (11.11%) Hadoop Developer
1 2 (11.11%) Security Engineer
1 2 (11.11%) Systems Engineer
2 1 (5.56%) Administrator
2 1 (5.56%) Big Data Architect
2 1 (5.56%) Data Administrator
2 1 (5.56%) Data Architect
2 1 (5.56%) Enterprise Architect
2 1 (5.56%) Enterprise Data Architect
2 1 (5.56%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 13 (72.22%) Kafka
2 11 (61.11%) RESTful
2 11 (61.11%) SOAP
2 11 (61.11%) Web Services
Miscellaneous
1 11 (61.11%) Greenfield Project
2 2 (11.11%) Analytical Skills
Operating Systems
1 16 (88.89%) Linux
2 11 (61.11%) CentOS
3 2 (11.11%) Windows
4 1 (5.56%) Debian
4 1 (5.56%) Red Hat Enterprise Linux
4 1 (5.56%) Ubuntu
Processes & Methodologies
1 13 (72.22%) Analytics
2 11 (61.11%) Data Strategy
2 11 (61.11%) Tag Management
2 11 (61.11%) Web Analytics
3 4 (22.22%) Agile Software Development
3 4 (22.22%) Cybersecurity
4 2 (11.11%) Big Data Analytics
4 2 (11.11%) Change Management
4 2 (11.11%) Configuration Management
4 2 (11.11%) Continuous Integration
4 2 (11.11%) Data Analysis
4 2 (11.11%) Data Analytics
4 2 (11.11%) Data Munging
4 2 (11.11%) Data Science
4 2 (11.11%) DevOps
4 2 (11.11%) Economics
4 2 (11.11%) Integration Testing
4 2 (11.11%) ITIL
4 2 (11.11%) Release Management
5 1 (5.56%) Load Balancing
Programming Languages
1 11 (61.11%) Bash Shell
1 11 (61.11%) Java
1 11 (61.11%) Scala
2 4 (22.22%) SQL
3 2 (11.11%) C
3 2 (11.11%) Python
3 2 (11.11%) R
Qualifications
1 5 (27.78%) Security Cleared
2 4 (22.22%) DV Cleared
Quality Assurance & Compliance
1 2 (11.11%) Data Quality
System Software
1 16 (88.89%) Apache Flume
1 16 (88.89%) HDFS
2 2 (11.11%) Virtual Machines
Systems Management
1 12 (66.67%) Oozie
2 5 (27.78%) Puppet
3 2 (11.11%) Kibana
4 1 (5.56%) Ambari
4 1 (5.56%) Hadoop YARN
4 1 (5.56%) Opscode Chef
Vendors
1 14 (77.78%) Cloudera
2 13 (72.22%) Hortonworks
2 13 (72.22%) MapR
3 11 (61.11%) Google
3 11 (61.11%) Salesforce.com
3 11 (61.11%) Talend
3 11 (61.11%) Tealium
4 4 (22.22%) Atlassian
5 1 (5.56%) Red Hat
5 1 (5.56%) Splunk