Period
to 12 November 2019

The following table provides summary statistics for contract job vacancies advertised in the West Midlands 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 November 2019 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 > West Midlands
6 months to
12 Nov 2019
Same period 2018 Same period 2017
Rank 157 203 -
Rank change year-on-year +46 - +214
Contract jobs citing Impala 12 5 0
As % of all contract IT jobs advertised in the West Midlands 0.31% 0.099% -
As % of the Database & Business Intelligence category 1.49% 0.53% -
Number of daily rates quoted 6 3 0
West Midlands median daily rate £443 £413 -
Median daily rate % change year-on-year +7.27% - -
England median daily rate £543 £550 £525
% change year-on-year -1.36% +4.76% -4.55%
Number of hourly rates quoted 0 0 0
West Midlands median hourly rate - - -
England median hourly rate £23.33 £45.00 £45.00
% change year-on-year -48.17% - -

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 the West Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Midlands
Contract vacancies with a requirement for database or business intelligence skills 808 949 859
As % of all contract IT jobs advertised in the West Midlands 20.67% 18.70% 18.17%
Number of daily rates quoted 525 595 544
West Midlands median daily rate £418 £413 £400
Median daily rate % change year-on-year +1.21% +3.13% +5.26%
10th Percentile £295 £294 £263
90th Percentile £550 £548 £538
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 9 17 24
West Midlands median hourly rate £22.50 £22.00 £31.91
Median hourly rate % change year-on-year +2.27% -31.05% +79.75%
10th Percentile £11.93 £13.32 £20.90
90th Percentile £35.00 £61.38 £52.63
England median hourly rate £32.00 £32.99 £31.00
% change year-on-year -2.99% +6.41% +10.71%

Impala
Job Vacancy Trend in the West Midlands

Job postings citing Impala as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for Impala in the West Midlands

Impala
Contractor Daily Rate Trend in the West Midlands

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

Contractor daily rate trend for Impala in the West Midlands

Impala
Contract Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Impala within the West Midlands region over the 6 months to 12 November 2019. 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
Shropshire +58 8 £440 +3.53% 1
Coventry - 3 - -
Birmingham +4 1 £445 +8.21% 1
Impala
England

For the 6 months to 12 November 2019, 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 West Midlands region with a requirement for Impala.

1 12 (100.00%) SQL
1 12 (100.00%) Microsoft
2 9 (75.00%) Active Directory
2 9 (75.00%) Kerberos
2 9 (75.00%) Linux
2 9 (75.00%) Git (software)
2 9 (75.00%) Pentaho
2 9 (75.00%) Azure
2 9 (75.00%) AWS
2 9 (75.00%) Apache Hive
2 9 (75.00%) Big Data
2 9 (75.00%) Cloudera
2 9 (75.00%) Artifactory
2 9 (75.00%) Jenkins
2 9 (75.00%) Ansible
2 9 (75.00%) Docker
2 9 (75.00%) Apache Spark
2 9 (75.00%) Terraform
3 8 (66.67%) Hadoop YARN
3 8 (66.67%) DevSecOps
3 8 (66.67%) Migration
4 7 (58.33%) SSL
4 7 (58.33%) DNS
5 5 (41.67%) SC Cleared
5 5 (41.67%) Security Cleared
6 3 (25.00%) Data Visualisation
6 3 (25.00%) Tableau
6 3 (25.00%) Data Quality
6 3 (25.00%) Software Architecture
6 3 (25.00%) Hadoop

Impala
Co-occurring IT Skills in the West Midlands 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 9 (75.00%) Apache Spark
Cloud Services
1 9 (75.00%) AWS
1 9 (75.00%) Azure
Communications & Networking
1 9 (75.00%) Kerberos
2 7 (58.33%) DNS
2 7 (58.33%) SSL
Database & Business Intelligence
1 9 (75.00%) Apache Hive
1 9 (75.00%) Big Data
1 9 (75.00%) Pentaho
2 3 (25.00%) Data Warehouse
2 3 (25.00%) Hadoop
2 3 (25.00%) SQL Server
3 1 (8.33%) SQL Server Integration Services
Development Applications
1 9 (75.00%) Artifactory
1 9 (75.00%) Git (software)
1 9 (75.00%) Jenkins
General
1 1 (8.33%) Public Sector
Job Titles
1 8 (66.67%) Big Data Engineer
1 8 (66.67%) Data Engineer
2 7 (58.33%) Platform Engineer
3 2 (16.67%) Analyst
3 2 (16.67%) Data Analyst
3 2 (16.67%) Data Insight Analyst
3 2 (16.67%) Insight Analyst
3 2 (16.67%) Insight Data Analyst
4 1 (8.33%) AWS Engineer
4 1 (8.33%) Business Intelligence Developer
4 1 (8.33%) Cloud Engineer
4 1 (8.33%) Developer
4 1 (8.33%) Linux Engineer
Miscellaneous
1 3 (25.00%) Greenfield Project
Operating Systems
1 9 (75.00%) Linux
Processes & Methodologies
1 8 (66.67%) DevSecOps
1 8 (66.67%) Migration
2 3 (25.00%) Agile Software Development
2 3 (25.00%) Collaborative Working
2 3 (25.00%) Data Munging
2 3 (25.00%) Data Science
2 3 (25.00%) Data Visualisation
2 3 (25.00%) Data-Driven Decision Making
2 3 (25.00%) Decision-Making
2 3 (25.00%) Demand Forecasting
2 3 (25.00%) Software Architecture
2 3 (25.00%) User Acceptance Testing
2 3 (25.00%) Visualisation
3 1 (8.33%) Business Intelligence
Programming Languages
1 12 (100.00%) SQL
2 3 (25.00%) T-SQL
Qualifications
1 5 (41.67%) SC Cleared
1 5 (41.67%) Security Cleared
Quality Assurance & Compliance
1 3 (25.00%) Data Quality
System Software
1 9 (75.00%) Active Directory
1 9 (75.00%) Docker
Systems Management
1 9 (75.00%) Ansible
1 9 (75.00%) Terraform
2 8 (66.67%) Hadoop YARN
Vendors
1 12 (100.00%) Microsoft
2 9 (75.00%) Cloudera
3 3 (25.00%) Tableau