Apache Impala
UK

The following table provides summary statistics for contract job vacancies 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 13 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
13 May 2024
Same period 2023 Same period 2022
Rank 555 659 733
Rank change year-on-year +104 +74 -156
Contract jobs citing Impala 28 37 108
As % of all contract jobs advertised in the UK 0.065% 0.064% 0.12%
As % of the Database & Business Intelligence category 0.39% 0.36% 0.61%
Number of daily rates quoted 23 19 67
10th Percentile £356 £480 £360
25th Percentile £361 £503 £428
Median daily rate (50th Percentile) £425 £540 £525
Median % change year-on-year -21.30% +2.86% +5.00%
75th Percentile £519 £575 £643
90th Percentile £715 £601 £740
UK excluding London median daily rate £365 £540 £495
% change year-on-year -32.41% +9.09% +10.00%

All Database and Business Intelligence Skills
UK

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 with a requirement for database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 7,252 10,418 17,647
As % of all contract IT jobs advertised in the UK 16.96% 17.91% 20.02%
Number of daily rates quoted 5,185 7,415 12,556
10th Percentile £350 £375 £375
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £525 £540 £546
Median % change year-on-year -2.78% -1.10% +9.20%
75th Percentile £650 £663 £650
90th Percentile £775 £750 £750
UK excluding London median daily rate £475 £500 £495
% change year-on-year -5.00% +1.01% +11.24%
Number of hourly rates quoted 145 186 194
10th Percentile £14.00 £21.24 £15.37
25th Percentile £20.98 £33.05 £22.43
Median hourly rate £40.00 £58.59 £45.00
Median % change year-on-year -31.73% +30.20% +66.79%
75th Percentile £61.60 £73.74 £64.94
90th Percentile £74.00 £81.25 £75.00
UK excluding London median hourly rate £40.00 £55.00 £35.00
% change year-on-year -27.27% +57.14% +42.86%

Impala
Job Vacancy Trend

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

Job vacancy trend for Impala in the UK

Impala
Contractor Daily Rate Trend

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

Daily rate trend for Impala in the UK

Impala
Daily Rate Histogram

Daily rate distribution for jobs citing Impala over the 6 months to 13 May 2024.

Daily rate histogram for Impala in the UK

Impala
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Impala.

Hourly rate trend for Impala in the UK

Impala
Top 12 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Impala within the UK over the 6 months to 13 May 2024. 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
Jobs
England +95 26 £463 -14.35% 6
London +76 14 £463 -11.53% 2
UK excluding London +75 14 £365 -32.41% 8
Midlands +34 6 £365 -32.41% 1
Work from Home +111 5 £365 -34.38% 1
South East +18 5 £475 -13.64%
East Midlands - 5 £363 -
West Midlands +19 1 £550 +1.85% 1
Scotland - 1 £325 - 2
North West - 1 £350 - 2
Northern Ireland - 1 £425 - 2
North of England - 1 £350 - 3

Impala
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 19 (67.86%) Apache Spark
2 3 (10.71%) Apache
3 2 (7.14%) SAS
4 1 (3.57%) Confluence
Cloud Services
1 15 (53.57%) AWS
2 11 (39.29%) Azure
3 9 (32.14%) Power Platform
4 8 (28.57%) Entra ID
5 6 (21.43%) Snowflake
6 3 (10.71%) Amazon EMR
6 3 (10.71%) Amazon S3
7 1 (3.57%) AWS Lambda
7 1 (3.57%) GCP
7 1 (3.57%) Serverless
Database & Business Intelligence
1 20 (71.43%) Apache Hive
2 17 (60.71%) Big Data
2 17 (60.71%) Hadoop
3 10 (35.71%) Tableau
4 9 (32.14%) Power BI
5 7 (25.00%) Data Warehouse
6 5 (17.86%) Spark SQL
6 5 (17.86%) Sqoop
7 3 (10.71%) MySQL
7 3 (10.71%) Oracle Reports
7 3 (10.71%) Relational Database
8 2 (7.14%) Amazon Athena
8 2 (7.14%) Amazon Redshift
8 2 (7.14%) Data Lake
9 1 (3.57%) Amazon RDS
9 1 (3.57%) BusinessObjects
9 1 (3.57%) OLTP
9 1 (3.57%) PowerCenter
9 1 (3.57%) Snowflake Schema
9 1 (3.57%) SQL Server
Development Applications
1 2 (7.14%) ERwin
2 1 (3.57%) Bitbucket
2 1 (3.57%) GitLab
2 1 (3.57%) Jenkins
2 1 (3.57%) JIRA
General
1 12 (42.86%) Finance
2 11 (39.29%) Analytical Skills
3 10 (35.71%) Social Skills
4 8 (28.57%) Banking
5 5 (17.86%) Investment Banking
6 2 (7.14%) Public Sector
Job Titles
1 9 (32.14%) Architect
2 8 (28.57%) Analyst
2 8 (28.57%) Data Analyst
2 8 (28.57%) Solutions Architect
3 7 (25.00%) AWS Architect
3 7 (25.00%) AWS Solution Architect
4 4 (14.29%) Business Data Analyst
4 4 (14.29%) Data Engineer
5 3 (10.71%) Banking Analyst
5 3 (10.71%) Developer
6 2 (7.14%) Business Analyst
6 2 (7.14%) Data Architect
6 2 (7.14%) Data Business Analyst
6 2 (7.14%) Database Developer
6 2 (7.14%) Excel Analyst
6 2 (7.14%) Senior
6 2 (7.14%) Senior Analyst
6 2 (7.14%) Senior Data Analyst
6 2 (7.14%) SQL Analyst
6 2 (7.14%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 8 (28.57%) PySpark
1 8 (28.57%) SAML
2 2 (7.14%) Kafka
3 1 (3.57%) REST
Miscellaneous
1 5 (17.86%) Self-Motivation
2 2 (7.14%) Virtual Team
3 1 (3.57%) Credit Risk
Operating Systems
1 3 (10.71%) Unix
Processes & Methodologies
1 15 (53.57%) ETL
2 14 (50.00%) Business Intelligence
3 10 (35.71%) Analytics
4 6 (21.43%) Data Analytics
4 6 (21.43%) Data Pipeline
4 6 (21.43%) Problem-Solving
5 5 (17.86%) Data Modelling
5 5 (17.86%) Decision Tree
5 5 (17.86%) Logistic Regression
5 5 (17.86%) Technical Debt
6 4 (14.29%) Business Analysis
6 4 (14.29%) Business Strategy
6 4 (14.29%) Data Analysis
6 4 (14.29%) Performance Analysis
6 4 (14.29%) Workshop Facilitation
7 2 (7.14%) CI/CD
7 2 (7.14%) Dashboard Development
7 2 (7.14%) Data Acquisition
7 2 (7.14%) Data Science
7 2 (7.14%) Roadmaps
Programming Languages
1 22 (78.57%) Python
2 17 (60.71%) SQL
3 10 (35.71%) Scala
4 5 (17.86%) R
5 3 (10.71%) Java
6 2 (7.14%) Shell Script
7 1 (3.57%) HiveQL
7 1 (3.57%) PL/SQL
Qualifications
1 2 (7.14%) Security Cleared
Quality Assurance & Compliance
1 4 (14.29%) Data Quality
System Software
1 6 (21.43%) HDFS
Systems Management
1 1 (3.57%) Ansible
Vendors
1 9 (32.14%) Talend
2 6 (21.43%) Cloudera
2 6 (21.43%) Oracle
3 4 (14.29%) Informatica
4 2 (7.14%) Google
5 1 (3.57%) Databricks
5 1 (3.57%) Denodo