Period
to 19 January 2021

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes 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 19 January 2021 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)
Buckinghamshire > Milton Keynes
6 months to
19 Jan 2021
Same period 2020 Same period 2019
Rank 26 37 76
Rank change year-on-year +11 +39 0
Contract jobs citing ETL 18 29 18
As % of all contract jobs advertised in Milton Keynes 4.86% 3.82% 1.55%
As % of the Processes & Methodologies category 5.44% 4.56% 1.74%
Number of daily rates quoted 17 17 8
Median daily rate £525 £500 £625
Median daily rate % change year-on-year +5.00% -20.00% +98.41%
10th Percentile £314 £400 £439
90th Percentile £560 £576 £725
Buckinghamshire median daily rate £523 £475 £425
% change year-on-year +10.00% +11.76% +34.92%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
Buckinghamshire median hourly rate - £72.00 -

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 Milton Keynes with a requirement for process or methodology skills.

All Process and Methodology Skills
Milton Keynes
Contract vacancies with a requirement for process or methodology skills 331 636 1,033
As % of all contract IT jobs advertised in Milton Keynes 89.46% 83.68% 88.90%
Number of daily rates quoted 234 431 640
Median daily rate £439 £425 £425
Median daily rate % change year-on-year +3.24% - +2.41%
10th Percentile £279 £274 £230
90th Percentile £600 £569 £625
Buckinghamshire median daily rate £450 £425 £418
% change year-on-year +5.88% +1.80% +0.85%
Number of hourly rates quoted 16 42 60
Median hourly rate £12.85 £14.75 £16.00
Median hourly rate % change year-on-year -12.86% -7.81% +14.29%
10th Percentile £9.52 £11.35 £10.76
90th Percentile £13.67 £21.38 £47.50
Median hourly rate £12.98 £15.00 £16.00
% change year-on-year -13.47% -6.25% +8.47%

ETL
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for ETL in Milton Keynes

ETL
Contractor Daily Rate Trend in Milton Keynes

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

Daily rate trend for ETL in Milton Keynes

ETL
Daily Rate Histogram in Milton Keynes

Daily rate distribution for jobs citing ETL in Milton Keynes over the 6 months to 19 January 2021.

Daily rate histogram for ETL in Milton Keynes

ETL
Contractor Hourly Rate Trend in Milton Keynes

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

Hourly rate trend for ETL in Milton Keynes

For the 6 months to 19 January 2021, 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 Milton Keynes region with a requirement for ETL.

1 13 (72.22%) Data Warehouse
2 12 (66.67%) SQL
2 12 (66.67%) Big Data
3 10 (55.56%) IBM
3 10 (55.56%) Java
3 10 (55.56%) Oracle
3 10 (55.56%) SOAP
4 9 (50.00%) Data Modelling
4 9 (50.00%) REST
4 9 (50.00%) Data Governance
4 9 (50.00%) Strategic Roadmap
5 8 (44.44%) NoSQL
5 8 (44.44%) SharePoint
6 7 (38.89%) Business Intelligence
6 7 (38.89%) Data Integration
7 5 (27.78%) TIBCO
8 4 (22.22%) Security Cleared
8 4 (22.22%) Agile Software Development
8 4 (22.22%) Information Management
8 4 (22.22%) Technology Roadmap
9 3 (16.67%) Architecture Roadmap
9 3 (16.67%) Technical Leadership
9 3 (16.67%) Test Strategy
9 3 (16.67%) Retail
9 3 (16.67%) Stakeholder Management
9 3 (16.67%) SC Cleared
9 3 (16.67%) QlikView
9 3 (16.67%) BusinessObjects
9 3 (16.67%) SPSS
9 3 (16.67%) CRM

ETL
Co-occurring IT Skills in Milton Keynes 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 8 (44.44%) SharePoint
2 2 (11.11%) Oracle Service Bus
2 2 (11.11%) Oracle SOA Suite
2 2 (11.11%) WebLogic
3 1 (5.56%) Apache Spark
Applications
1 3 (16.67%) SPSS
Business Applications
1 2 (11.11%) Sparx Enterprise Architect
2 1 (5.56%) SAP MDM
Cloud Services
1 2 (11.11%) Azure
1 2 (11.11%) Power Platform
Database & Business Intelligence
1 13 (72.22%) Data Warehouse
2 12 (66.67%) Big Data
3 8 (44.44%) NoSQL
4 3 (16.67%) BusinessObjects
4 3 (16.67%) QlikView
5 2 (11.11%) Azure SQL Database
5 2 (11.11%) Oracle Database
5 2 (11.11%) Oracle Database 11g
5 2 (11.11%) Oracle Database 12c
5 2 (11.11%) Power BI
5 2 (11.11%) Snowflake Schema
6 1 (5.56%) Apache Hive
6 1 (5.56%) BusinessObjects Business Intelligence
6 1 (5.56%) Hadoop
Development Applications
1 2 (11.11%) JIRA
2 1 (5.56%) Ant
2 1 (5.56%) Hudson
2 1 (5.56%) Jenkins
2 1 (5.56%) Sonatype Nexus
2 1 (5.56%) Subversion
General
1 3 (16.67%) Retail
2 2 (11.11%) Automotive
3 1 (5.56%) Aerospace
Job Titles
1 12 (66.67%) Architect
2 10 (55.56%) Data Architect
3 8 (44.44%) Solutions Architect
4 2 (11.11%) Data Engineer
4 2 (11.11%) Developer
5 1 (5.56%) Analyst
5 1 (5.56%) Applications Architect
5 1 (5.56%) Big Data Architect
5 1 (5.56%) Big Data Developer
5 1 (5.56%) CRM Architect
5 1 (5.56%) CRM Solutions Architect
5 1 (5.56%) Data Analyst
5 1 (5.56%) E-Commerce Architect
5 1 (5.56%) E-Commerce Solution Architect
5 1 (5.56%) Integration Architect
5 1 (5.56%) Integration Specialist
5 1 (5.56%) Middleware Developer
5 1 (5.56%) Oracle Specialist
5 1 (5.56%) Systems Integration Specialist
Libraries, Frameworks & Software Standards
1 10 (55.56%) SOAP
2 9 (50.00%) REST
3 2 (11.11%) Middleware
3 2 (11.11%) Oracle Fusion
4 1 (5.56%) JMS
4 1 (5.56%) Kafka
4 1 (5.56%) Spring
Miscellaneous
1 2 (11.11%) Analytical Skills
2 1 (5.56%) Management Information System
Operating Systems
1 1 (5.56%) Unix
Processes & Methodologies
1 9 (50.00%) Data Governance
1 9 (50.00%) Data Modelling
1 9 (50.00%) Strategic Roadmap
2 7 (38.89%) Business Intelligence
2 7 (38.89%) Data Integration
3 4 (22.22%) Agile Software Development
3 4 (22.22%) Information Management
3 4 (22.22%) Technology Roadmap
4 3 (16.67%) Architecture Roadmap
4 3 (16.67%) CRM
4 3 (16.67%) E-Commerce
4 3 (16.67%) Stakeholder Management
4 3 (16.67%) Technical Leadership
4 3 (16.67%) Test Strategy
5 2 (11.11%) Data Architecture
5 2 (11.11%) Machine Learning
5 2 (11.11%) Migration
5 2 (11.11%) SOA
5 2 (11.11%) TOGAF
5 2 (11.11%) Waterfall
Programming Languages
1 12 (66.67%) SQL
2 10 (55.56%) Java
3 1 (5.56%) Perl
3 1 (5.56%) PL/SQL
3 1 (5.56%) PowerShell
3 1 (5.56%) Python
3 1 (5.56%) VBScript
Qualifications
1 4 (22.22%) Security Cleared
2 3 (16.67%) SC Cleared
Quality Assurance & Compliance
1 1 (5.56%) ISO/IEC 20000
System Software
1 1 (5.56%) Apache Flume
Vendors
1 10 (55.56%) IBM
1 10 (55.56%) Oracle
2 5 (27.78%) TIBCO
3 2 (11.11%) Sparx
3 2 (11.11%) Talend
4 1 (5.56%) SAP