Period
to 11 July 2020

The following table provides summary statistics for contract job vacancies advertised in Buckinghamshire with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 11 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.

Extract, Transform and Load (ETL)
South East > Buckinghamshire
6 months to
11 Jul 2020
Same period 2019 Same period 2018
Rank 38 65 76
Rank change year-on-year +27 +11 +36
Contract jobs citing ETL 26 42 52
As % of all contract jobs advertised in Buckinghamshire 3.83% 2.67% 2.52%
As % of the Processes & Methodologies category 4.68% 3.02% 3.02%
Number of daily rates quoted 20 24 36
Median daily rate £459 £426 £388
Median daily rate % change year-on-year +7.57% +10.00% -4.32%
10th Percentile £392 £266 £300
90th Percentile £525 £564 £588
South East median daily rate £475 £450 £438
% change year-on-year +5.56% +2.86% -
Number of hourly rates quoted 2 1 0
Median hourly rate £42.00 £56.00 -
Median hourly rate % change year-on-year -25.00% - -
South East median hourly rate £35.00 £56.75 £50.00
% change year-on-year -38.33% +13.50% +9.29%

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Buckinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Buckinghamshire
Contract vacancies with a requirement for process or methodology skills 556 1,391 1,723
As % of all contract IT jobs advertised in Buckinghamshire 81.89% 88.54% 83.48%
Number of daily rates quoted 328 751 910
Median daily rate £438 £438 £400
Median daily rate % change year-on-year - +9.38% -
10th Percentile £280 £256 £250
90th Percentile £638 £588 £556
South East median daily rate £450 £450 £435
% change year-on-year - +3.45% +4.82%
Number of hourly rates quoted 44 71 96
Median hourly rate £16.00 £24.00 £14.50
Median hourly rate % change year-on-year -33.33% +65.52% -10.77%
10th Percentile £11.83 £11.25 £10.54
90th Percentile £42.00 £48.75 £47.50
Median hourly rate £28.75 £31.50 £23.50
% change year-on-year -8.73% +34.04% +17.50%

ETL
Job Vacancy Trend in Buckinghamshire

Job postings citing ETL as a proportion of all IT jobs advertised in Buckinghamshire.

Job vacancy trend for ETL in Buckinghamshire

ETL
Contractor Daily Rate Trend in Buckinghamshire

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

Daily rate trend for ETL in Buckinghamshire

ETL
Daily Rate Histogram in Buckinghamshire

Daily rate distribution for jobs citing ETL in Buckinghamshire over the 6 months to 11 July 2020.

Daily rate histogram for ETL in Buckinghamshire

ETL
Contractor Hourly Rate Trend in Buckinghamshire

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

Hourly rate trend for ETL in Buckinghamshire

ETL
Contract Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Buckinghamshire region over the 6 months to 11 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
Milton Keynes +21 17 £467 +15.67% 3
ETL
South East

For the 6 months to 11 July 2020, IT contractor jobs citing ETL 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 Buckinghamshire region with a requirement for ETL.

1 22 (84.62%) SQL
2 15 (57.69%) Oracle
3 12 (46.15%) PL/SQL
4 11 (42.31%) SC Cleared
4 11 (42.31%) Security Cleared
5 10 (38.46%) Data Migration
5 10 (38.46%) Python
5 10 (38.46%) Migration
6 7 (26.92%) Business Intelligence
6 7 (26.92%) Data Modelling
6 7 (26.92%) Data Extraction
6 7 (26.92%) Azure
7 6 (23.08%) AWS
7 6 (23.08%) Oracle Database
7 6 (23.08%) Data Warehouse
7 6 (23.08%) Unix
7 6 (23.08%) Analytical Skills
8 5 (19.23%) Power BI
8 5 (19.23%) Artefact Management
8 5 (19.23%) Power Platform
8 5 (19.23%) Oracle EBS
8 5 (19.23%) Middleware
9 4 (15.38%) Snowflake Schema
9 4 (15.38%) SOA
9 4 (15.38%) WebLogic
9 4 (15.38%) Java
9 4 (15.38%) Relational Database
9 4 (15.38%) Analytics
9 4 (15.38%) Oracle Database 12c
9 4 (15.38%) Oracle SOA Suite

ETL
Co-occurring IT Skills in Buckinghamshire 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 4 (15.38%) Oracle Service Bus
1 4 (15.38%) Oracle SOA Suite
1 4 (15.38%) WebLogic
2 2 (7.69%) ArcGIS
2 2 (7.69%) IIS
2 2 (7.69%) SharePoint
Applications
1 3 (11.54%) Microsoft Excel
Business Applications
1 5 (19.23%) Oracle EBS
2 1 (3.85%) NetSuite
2 1 (3.85%) Oracle Cash Management
2 1 (3.85%) Oracle Payables
2 1 (3.85%) Oracle Receivables
Cloud Services
1 7 (26.92%) Azure
2 6 (23.08%) AWS
3 5 (19.23%) Power Platform
4 4 (15.38%) GCP
5 1 (3.85%) Office 365
Database & Business Intelligence
1 6 (23.08%) Data Warehouse
1 6 (23.08%) Oracle Database
2 5 (19.23%) Power BI
3 4 (15.38%) Big Data
3 4 (15.38%) Oracle Database 11g
3 4 (15.38%) Oracle Database 12c
3 4 (15.38%) Relational Database
3 4 (15.38%) Snowflake Schema
4 3 (11.54%) Data Mining
4 3 (11.54%) SQL Server
5 2 (7.69%) RDBMS
5 2 (7.69%) SQL Server Reporting Services
6 1 (3.85%) BusinessObjects
6 1 (3.85%) Enterprise Data Warehouse
6 1 (3.85%) Hadoop
6 1 (3.85%) OLAP
6 1 (3.85%) Oracle OLAP
6 1 (3.85%) PostgreSQL
6 1 (3.85%) SQL Server Integration Services
6 1 (3.85%) Star Schema
Development Applications
1 2 (7.69%) Ant
1 2 (7.69%) Hudson
1 2 (7.69%) Oracle APEX
1 2 (7.69%) Subversion
2 1 (3.85%) Git (software)
2 1 (3.85%) ProC
2 1 (3.85%) Visual Studio
General
1 2 (7.69%) Aerospace
1 2 (7.69%) Automotive
1 2 (7.69%) Finance
1 2 (7.69%) Public Sector
2 1 (3.85%) Banking
2 1 (3.85%) General Ledger
2 1 (3.85%) Local Government
Job Titles
1 6 (23.08%) Developer
2 5 (19.23%) Analyst
3 4 (15.38%) Consultant
3 4 (15.38%) Data Consultant
3 4 (15.38%) Data Migration Consultant
3 4 (15.38%) Integration Specialist
3 4 (15.38%) Migration Consultant
3 4 (15.38%) Oracle Specialist
4 2 (7.69%) Business Developer
4 2 (7.69%) Business Intelligence Developer
4 2 (7.69%) Data Scientist
4 2 (7.69%) ETL Analyst
4 2 (7.69%) Oracle Consultant
4 2 (7.69%) Oracle Data Migration Consultant
4 2 (7.69%) Oracle Developer
4 2 (7.69%) Systems Integration Specialist
5 1 (3.85%) Data Analyst
5 1 (3.85%) Data Architect
5 1 (3.85%) PL/SQL Developer
5 1 (3.85%) SQL Developer
Libraries, Frameworks & Software Standards
1 5 (19.23%) Middleware
2 4 (15.38%) Oracle Fusion
3 3 (11.54%) SOAP
4 2 (7.69%) HTML
4 2 (7.69%) JMS
4 2 (7.69%) JSON
4 2 (7.69%) Keras
4 2 (7.69%) NumPy
4 2 (7.69%) PyTorch
4 2 (7.69%) scikit-learn
4 2 (7.69%) Spring
4 2 (7.69%) TensorFlow
5 1 (3.85%) Web Services
5 1 (3.85%) WSDL
5 1 (3.85%) XML
Miscellaneous
1 6 (23.08%) Analytical Skills
2 3 (11.54%) Public Cloud
3 2 (7.69%) Algorithms
4 1 (3.85%) NHS
4 1 (3.85%) Self-Motivation
Operating Systems
1 6 (23.08%) Unix
2 3 (11.54%) Windows
3 1 (3.85%) Linux
3 1 (3.85%) Windows Server
Processes & Methodologies
1 10 (38.46%) Data Migration
1 10 (38.46%) Migration
2 7 (26.92%) Business Intelligence
2 7 (26.92%) Data Extraction
2 7 (26.92%) Data Modelling
3 5 (19.23%) Artefact Management
4 4 (15.38%) Analytics
4 4 (15.38%) ETL Development
4 4 (15.38%) SOA
5 3 (11.54%) Data Transformation
5 3 (11.54%) ERP
5 3 (11.54%) Machine Learning
5 3 (11.54%) Test Automation
5 3 (11.54%) Visualisation
6 2 (7.69%) Configuration Management
6 2 (7.69%) Data Mapping
6 2 (7.69%) Mathematics
6 2 (7.69%) Matrix Management
6 2 (7.69%) Open Source
6 2 (7.69%) Predictive Modelling
Programming Languages
1 22 (84.62%) SQL
2 12 (46.15%) PL/SQL
3 10 (38.46%) Python
4 4 (15.38%) Java
5 3 (11.54%) PowerShell
5 3 (11.54%) T-SQL
6 2 (7.69%) JavaScript
6 2 (7.69%) Perl
6 2 (7.69%) R
6 2 (7.69%) Shell Script
6 2 (7.69%) VBScript
7 1 (3.85%) C
7 1 (3.85%) VBA
Qualifications
1 11 (42.31%) SC Cleared
1 11 (42.31%) Security Cleared
2 2 (7.69%) Degree
3 1 (3.85%) MCSA
3 1 (3.85%) Microsoft Certification
3 1 (3.85%) Postgraduate
Quality Assurance & Compliance
1 2 (7.69%) QA
2 1 (3.85%) Data Quality
System Software
1 1 (3.85%) HDFS
Systems Management
1 1 (3.85%) Control-M
Vendors
1 15 (57.69%) Oracle
2 2 (7.69%) Google
3 1 (3.85%) Cognos
3 1 (3.85%) Microsoft
3 1 (3.85%) MicroStrategy
3 1 (3.85%) Planview
3 1 (3.85%) Talend
3 1 (3.85%) Teradata