Period
to 6 July 2020

The following table provides summary statistics for contract job vacancies advertised in Yorkshire 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 6 July 2020 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
England > Yorkshire
6 months to
6 Jul 2020
Same period 2019 Same period 2018
Rank 106 179 202
Rank change year-on-year +73 +23 -46
Contract jobs citing Impala 2 14 10
As % of all contract jobs advertised in Yorkshire 0.11% 0.32% 0.20%
As % of the Database & Business Intelligence category 0.64% 1.55% 0.88%
Number of daily rates quoted 1 14 5
Median daily rate £550 £425 £415
Median daily rate % change year-on-year +29.41% +2.41% -10.75%
10th Percentile £525 £336 £412
90th Percentile £575 £526 £570
England median daily rate £525 £568 £525
% change year-on-year -7.49% +8.10% +17.32%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
England median hourly rate £35.00 - -

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 313 904 1,140
As % of all contract IT jobs advertised in Yorkshire 17.35% 20.57% 22.43%
Number of daily rates quoted 203 612 807
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +6.67%
10th Percentile £300 £305 £300
90th Percentile £600 £563 £538
England median daily rate £500 £483 £475
% change year-on-year +3.63% +1.58% +5.56%
Number of hourly rates quoted 18 21 10
Median hourly rate £18.95 £20.86 £21.42
Median hourly rate % change year-on-year -9.13% -2.61% +12.71%
10th Percentile £11.21 £14.90 £15.63
90th Percentile £27.56 £28.73 £35.00
Median hourly rate £35.00 £35.00 £33.50
% change year-on-year - +4.48% +12.01%

Impala
Job Vacancy Trend in Yorkshire

Job postings citing Impala as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Impala in Yorkshire

Impala
Contractor Daily Rate Trend in Yorkshire

3-month moving average daily rate quoted in jobs citing Impala in Yorkshire.

Daily rate trend for Impala in Yorkshire

Impala
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Impala within the Yorkshire region over the 6 months to 6 July 2020. 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
West Yorkshire +45 1 - -
South Yorkshire - 1 £550 -
Impala
England

For the 6 months to 6 July 2020, 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 Yorkshire region with a requirement for Impala.

1 2 (100.00%) ETL
1 2 (100.00%) Apache Hive
1 2 (100.00%) NoSQL
1 2 (100.00%) Analytics
1 2 (100.00%) Big Data
1 2 (100.00%) Hadoop
2 1 (50.00%) Open Source
2 1 (50.00%) Data Ingestion
2 1 (50.00%) PySpark
2 1 (50.00%) Data Science
2 1 (50.00%) Project Delivery
2 1 (50.00%) Confluent
2 1 (50.00%) Cloudera
2 1 (50.00%) Kafka
2 1 (50.00%) Kimball Methodology
2 1 (50.00%) Sqoop
2 1 (50.00%) Performance Tuning
2 1 (50.00%) Relational Database
2 1 (50.00%) HDFS
2 1 (50.00%) Apache Spark
2 1 (50.00%) BigQuery
2 1 (50.00%) Dashboard Development
2 1 (50.00%) Translating Business Requirements
2 1 (50.00%) Data Engineering
2 1 (50.00%) REST
2 1 (50.00%) Continuous Improvement
2 1 (50.00%) HBase
2 1 (50.00%) Java
2 1 (50.00%) SQL
2 1 (50.00%) Oracle

Impala
Co-occurring IT Skills in Yorkshire 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 (50.00%) Apache
1 1 (50.00%) Apache Spark
Database & Business Intelligence
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
1 2 (100.00%) Hadoop
1 2 (100.00%) NoSQL
2 1 (50.00%) BigQuery
2 1 (50.00%) Data Warehouse
2 1 (50.00%) HBase
2 1 (50.00%) Relational Database
2 1 (50.00%) Sqoop
Development Applications
1 1 (50.00%) ERwin
1 1 (50.00%) ProC
General
1 1 (50.00%) Games
Job Titles
1 2 (100.00%) Data Engineer
2 1 (50.00%) Data Modeller
Libraries, Frameworks & Software Standards
1 1 (50.00%) Kafka
1 1 (50.00%) PySpark
1 1 (50.00%) REST
Processes & Methodologies
1 2 (100.00%) Analytics
1 2 (100.00%) ETL
2 1 (50.00%) Agile Software Development
2 1 (50.00%) Dashboard Development
2 1 (50.00%) Data Analysis
2 1 (50.00%) Data Architecture
2 1 (50.00%) Data Engineering
2 1 (50.00%) Data Ingestion
2 1 (50.00%) Data Integration
2 1 (50.00%) Data Management
2 1 (50.00%) Data Science
2 1 (50.00%) Dimensional Modelling
2 1 (50.00%) Incident Management
2 1 (50.00%) Performance Tuning
2 1 (50.00%) Programme Management
2 1 (50.00%) Project Delivery
2 1 (50.00%) Project Management
2 1 (50.00%) Test Scripting
2 1 (50.00%) Translating Business Requirements
2 1 (50.00%) Use Case
Programming Languages
1 1 (50.00%) Java
1 1 (50.00%) Python
1 1 (50.00%) Scala
1 1 (50.00%) SQL
Quality Assurance & Compliance
1 1 (50.00%) QA
System Software
1 1 (50.00%) HDFS
Vendors
1 1 (50.00%) Cloudera
1 1 (50.00%) Confluent
1 1 (50.00%) Informatica
1 1 (50.00%) Oracle