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 5 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 568 676 752
Rank change year-on-year +108 +76 -174
Contract jobs citing Impala 32 40 111
As % of all contract jobs advertised in the UK 0.074% 0.068% 0.13%
As % of the Database & Business Intelligence category 0.44% 0.38% 0.62%
Number of daily rates quoted 27 21 70
10th Percentile £358 £481 £360
25th Percentile £375 £513 £434
Median daily rate (50th Percentile) £463 £540 £528
Median % change year-on-year -14.35% +2.37% +5.50%
75th Percentile £538 £575 £671
90th Percentile £670 £600 £800
UK excluding London median daily rate £425 £540 £495
% change year-on-year -21.30% +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 7,284 10,576 17,856
As % of all contract IT jobs advertised in the UK 16.88% 17.90% 20.12%
Number of daily rates quoted 5,197 7,525 12,694
10th Percentile £350 £375 £375
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £525 £540 £550
Median % change year-on-year -2.78% -1.82% +10.00%
75th Percentile £650 £663 £650
90th Percentile £771 £750 £750
UK excluding London median daily rate £475 £500 £495
% change year-on-year -5.00% +1.01% +10.00%
Number of hourly rates quoted 143 186 186
10th Percentile £14.00 £21.24 £14.78
25th Percentile £20.98 £33.05 £21.91
Median hourly rate £40.00 £59.30 £43.38
Median % change year-on-year -32.54% +36.70% +62.27%
75th Percentile £58.88 £73.41 £62.41
90th Percentile £72.50 £81.25 £74.75
UK excluding London median hourly rate £40.00 £55.70 £35.00
% change year-on-year -28.19% +59.14% +43.44%

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 5 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 11 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 5 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 +110 27 £463 -14.35% 1
UK excluding London +64 16 £425 -21.30% 2
London +100 14 £463 -11.53%
Work from Home +125 9 £488 -8.02%
Midlands +29 6 £365 -32.41%
South East +23 5 £475 -13.64%
East Midlands - 5 £363 -
Northern Ireland - 4 £494 -
West Midlands +18 1 £550 +1.85%
North West - 1 £350 - 1
North of England - 1 £350 - 1

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 23 (71.88%) Apache Spark
2 3 (9.38%) Apache
3 2 (6.25%) SAS
4 1 (3.13%) Confluence
Cloud Services
1 14 (43.75%) AWS
2 10 (31.25%) Azure
3 9 (28.13%) Power Platform
4 8 (25.00%) Entra ID
5 6 (18.75%) Snowflake
6 3 (9.38%) Amazon EMR
6 3 (9.38%) Amazon S3
7 1 (3.13%) AWS Lambda
7 1 (3.13%) GCP
7 1 (3.13%) Serverless
Database & Business Intelligence
1 24 (75.00%) Apache Hive
2 21 (65.63%) Big Data
3 17 (53.13%) Hadoop
4 13 (40.63%) Tableau
5 9 (28.13%) Power BI
6 7 (21.88%) Data Warehouse
7 5 (15.63%) Sqoop
8 4 (12.50%) Spark SQL
9 3 (9.38%) Oracle Reports
9 3 (9.38%) Relational Database
10 2 (6.25%) Amazon Athena
10 2 (6.25%) Amazon Redshift
10 2 (6.25%) Data Lake
10 2 (6.25%) MySQL
11 1 (3.13%) Amazon RDS
11 1 (3.13%) BusinessObjects
11 1 (3.13%) OLTP
11 1 (3.13%) PowerCenter
11 1 (3.13%) Snowflake Schema
11 1 (3.13%) SQL Server
Development Applications
1 2 (6.25%) ERwin
2 1 (3.13%) Bitbucket
2 1 (3.13%) GitLab
2 1 (3.13%) Jenkins
2 1 (3.13%) JIRA
General
1 13 (40.63%) Analytical Skills
2 11 (34.38%) Banking
2 11 (34.38%) Finance
3 9 (28.13%) Social Skills
4 8 (25.00%) Investment Banking
5 1 (3.13%) Public Sector
Job Titles
1 9 (28.13%) Architect
2 8 (25.00%) Analyst
2 8 (25.00%) Data Analyst
2 8 (25.00%) Solutions Architect
3 7 (21.88%) AWS Architect
3 7 (21.88%) AWS Solution Architect
3 7 (21.88%) Developer
4 5 (15.63%) Python Developer
5 4 (12.50%) Business Data Analyst
5 4 (12.50%) Data Engineer
6 3 (9.38%) Banking Analyst
6 3 (9.38%) Big Data Developer
7 2 (6.25%) Business Analyst
7 2 (6.25%) Data Architect
7 2 (6.25%) Data Business Analyst
7 2 (6.25%) Excel Analyst
7 2 (6.25%) Senior Analyst
7 2 (6.25%) Senior Data Analyst
7 2 (6.25%) SQL Analyst
7 2 (6.25%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 8 (25.00%) PySpark
1 8 (25.00%) SAML
2 2 (6.25%) Kafka
Miscellaneous
1 5 (15.63%) Self-Motivation
2 2 (6.25%) Data Fabric
3 1 (3.13%) Credit Risk
3 1 (3.13%) Virtual Team
Operating Systems
1 7 (21.88%) Unix
2 5 (15.63%) Linux
Processes & Methodologies
1 15 (46.88%) ETL
2 14 (43.75%) Business Intelligence
3 11 (34.38%) Data Pipeline
4 10 (31.25%) Analytics
5 6 (18.75%) Data Analytics
5 6 (18.75%) Data Architecture
5 6 (18.75%) Problem-Solving
6 5 (15.63%) Data Modelling
6 5 (15.63%) Decision Tree
6 5 (15.63%) Logistic Regression
6 5 (15.63%) Technical Debt
7 4 (12.50%) Business Analysis
7 4 (12.50%) Business Strategy
7 4 (12.50%) Data Analysis
7 4 (12.50%) Performance Analysis
7 4 (12.50%) Workshop Facilitation
8 2 (6.25%) Change Management
8 2 (6.25%) CI/CD
8 2 (6.25%) Roadmaps
8 2 (6.25%) Visualisation
Programming Languages
1 27 (84.38%) Python
2 21 (65.63%) SQL
3 15 (46.88%) Scala
4 5 (15.63%) R
5 3 (9.38%) Java
6 1 (3.13%) HiveQL
6 1 (3.13%) PL/SQL
6 1 (3.13%) Shell Script
Qualifications
1 1 (3.13%) Security Cleared
Quality Assurance & Compliance
1 4 (12.50%) Data Quality
System Software
1 6 (18.75%) HDFS
Systems Management
1 1 (3.13%) Ansible
Vendors
1 9 (28.13%) Talend
2 6 (18.75%) Cloudera
3 5 (15.63%) Oracle
4 4 (12.50%) Informatica
5 1 (3.13%) Databricks
5 1 (3.13%) Denodo
5 1 (3.13%) Google