Period
to 18 February 2018

The following table provides summary statistics for contract job vacancies advertised in Swindon 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 18 February 2018 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)
Wiltshire > Swindon
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 22 44 45
Rank change year-on-year +22 +1 +3
Contract jobs citing ETL 40 17 22
As % of all contract IT jobs advertised in Swindon 6.41% 2.50% 2.83%
As % of the Processes & Methodologies category 8.00% 2.96% 3.52%
Number of daily rates quoted 36 10 18
Swindon median daily rate £463 £423 £356
Median daily rate % change year-on-year +9.47% +18.60% -20.83%
10th Percentile £366 £315 £305
90th Percentile £731 £600 £511
Wiltshire median daily rate £463 £400 £338
% change year-on-year +15.63% +18.52% -14.83%
Number of hourly rates quoted 0 0 0
Swindon median hourly rate - - -
Wiltshire median hourly rate - - -

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 Swindon with a requirement for process or methodology skills.

All Process and Methodology Skills
Swindon
Contract vacancies with a requirement for process or methodology skills 500 575 625
As % of all contract IT jobs advertised in Swindon 80.13% 84.56% 80.33%
Number of daily rates quoted 392 404 482
Swindon median daily rate £425 £413 £375
Median daily rate % change year-on-year +3.03% +10.00% -11.30%
10th Percentile £313 £275 £263
90th Percentile £612 £563 £512
Wiltshire median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -10.18%
Number of hourly rates quoted 7 5 9
Swindon median hourly rate £17.50 £21.00 £17.50
Median hourly rate % change year-on-year -16.67% +20.03% +2.91%
10th Percentile £13.00 £17.15 £11.65
90th Percentile £29.55 £41.50 £59.55
Wiltshire median hourly rate £27.50 £38.50 £39.00
% change year-on-year -28.57% -1.28% +47.17%

ETL
Job Vacancy Trend in Swindon

Job postings citing ETL as a percentage of all IT jobs advertised in Swindon.

Job vacancy trend for ETL in Swindon

ETL
Contractor Daily Rate Trend in Swindon

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in Swindon.

Contractor daily rate trend for ETL in Swindon

ETL
Contractor Daily Rate Histogram in Swindon

The daily rate distribution of IT jobs citing ETL in Swindon over the 6 months to 18 February 2018.

Contractor daily rate histogram for ETL in Swindon

ETL
Contractor Hourly Rate Trend in Swindon

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in Swindon.

Contractor hourly rate trend for ETL in Swindon

For the 6 months to 18 February 2018, 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 Swindon region with a requirement for ETL.

1 18 (45.00%) Data Warehouse
2 15 (37.50%) SQL
3 14 (35.00%) Business Intelligence
3 14 (35.00%) Finance
4 11 (27.50%) Agile Software Development
4 11 (27.50%) SQL Server Integration Services
5 8 (20.00%) Enterprise Architecture
5 8 (20.00%) DevOps
6 7 (17.50%) SAS
6 7 (17.50%) Data Modelling
6 7 (17.50%) Oracle
6 7 (17.50%) Dimensional Modelling
6 7 (17.50%) Open Source
7 6 (15.00%) Kimball Methodology
7 6 (15.00%) Oracle BI EE
7 6 (15.00%) Velocity
7 6 (15.00%) SQL Server Analysis Services
7 6 (15.00%) Technical Architecture
7 6 (15.00%) SQL Server
7 6 (15.00%) Java
7 6 (15.00%) .NET
7 6 (15.00%) Unix
7 6 (15.00%) Validation
7 6 (15.00%) SQL Server Reporting Services
8 5 (12.50%) Retail
8 5 (12.50%) QA
8 5 (12.50%) Base SAS
8 5 (12.50%) Oracle ODI
8 5 (12.50%) Amazon Redshift
8 5 (12.50%) SAS Data Integration Studio

ETL
Co-occurring IT Skills in Swindon 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 7 (17.50%) SAS
2 1 (2.50%) CMS
Business Applications
1 2 (5.00%) Salesforce.com CRM
Cloud Services
1 4 (10.00%) Microsoft Azure
2 3 (7.50%) Amazon AWS
3 1 (2.50%) Boomi
Database & Business Intelligence
1 18 (45.00%) Data Warehouse
2 11 (27.50%) SQL Server Integration Services
3 6 (15.00%) Oracle BI EE
3 6 (15.00%) SQL Server
3 6 (15.00%) SQL Server Analysis Services
3 6 (15.00%) SQL Server Reporting Services
4 5 (12.50%) Amazon Redshift
4 5 (12.50%) Base SAS
4 5 (12.50%) Oracle ODI
4 5 (12.50%) SAS Data Integration Studio
5 4 (10.00%) Power BI
5 4 (10.00%) SQL Server 2016
6 3 (7.50%) Data Mining
6 3 (7.50%) SAS Enterprise Guide
6 3 (7.50%) Star Schema
7 2 (5.00%) Apache Hive
7 2 (5.00%) Big Data
7 2 (5.00%) BusinessObjects
7 2 (5.00%) MySQL
7 2 (5.00%) RDBMS
Development Applications
1 4 (10.00%) JIRA
General
1 14 (35.00%) Finance
2 5 (12.50%) Retail
3 4 (10.00%) Back Office
4 3 (7.50%) Marketing
5 2 (5.00%) Banking
6 1 (2.50%) Automotive
6 1 (2.50%) Manufacturing
6 1 (2.50%) Telecoms
Job Titles
1 18 (45.00%) Developer
2 13 (32.50%) Architect
3 8 (20.00%) Enterprise Architect
4 7 (17.50%) ETL Developer
5 5 (12.50%) SAS Developer
6 4 (10.00%) Business Intelligence Developer
6 4 (10.00%) Enterprise Technical Architect
6 4 (10.00%) Technical Architect
7 3 (7.50%) SQL Developer
8 2 (5.00%) Analyst
8 2 (5.00%) Business Intelligence Architect
8 2 (5.00%) Consultant
8 2 (5.00%) Data Architect
8 2 (5.00%) Data Warehouse Developer
8 2 (5.00%) Salesforce Developer
8 2 (5.00%) Solutions Architect
8 2 (5.00%) SSIS Developer
9 1 (2.50%) Business Intelligence Lead
9 1 (2.50%) Power BI Developer
9 1 (2.50%) Salesforce Expert
Libraries, Frameworks & Software Standards
1 6 (15.00%) .NET
1 6 (15.00%) Velocity
2 2 (5.00%) Web Services
3 1 (2.50%) REST
3 1 (2.50%) SOAP
3 1 (2.50%) Visualforce
3 1 (2.50%) WCF
Miscellaneous
1 4 (10.00%) Analytical Skills
2 3 (7.50%) Greenfield Project
3 1 (2.50%) Data Structures
3 1 (2.50%) Management Information System
Operating Systems
1 6 (15.00%) Unix
Processes & Methodologies
1 14 (35.00%) Business Intelligence
2 11 (27.50%) Agile Software Development
3 8 (20.00%) DevOps
3 8 (20.00%) Enterprise Architecture
4 7 (17.50%) Data Modelling
4 7 (17.50%) Dimensional Modelling
4 7 (17.50%) Open Source
5 6 (15.00%) Kimball Methodology
5 6 (15.00%) Technical Architecture
5 6 (15.00%) Validation
6 5 (12.50%) Mentoring
7 4 (10.00%) Analytics
7 4 (10.00%) Customer-Centricity
7 4 (10.00%) User Stories
8 3 (7.50%) Data Architecture
8 3 (7.50%) Data Validation
8 3 (7.50%) Database Tuning
8 3 (7.50%) Migration
8 3 (7.50%) Stakeholder Management
8 3 (7.50%) TOGAF
Programming Languages
1 15 (37.50%) SQL
2 6 (15.00%) Java
3 3 (7.50%) PL/SQL
3 3 (7.50%) SAS Macro
3 3 (7.50%) Shell Script
4 1 (2.50%) Apex Code
4 1 (2.50%) C#
4 1 (2.50%) JavaScript
4 1 (2.50%) R
Qualifications
1 2 (5.00%) ISTQB
Quality Assurance & Compliance
1 5 (12.50%) QA
2 4 (10.00%) IFRS
2 4 (10.00%) IFRS 9
Vendors
1 7 (17.50%) Oracle
2 4 (10.00%) Salesforce.com
3 3 (7.50%) DataFlux
3 3 (7.50%) Microsoft
4 2 (5.00%) Talend
5 1 (2.50%) Ab Initio
5 1 (2.50%) Dell
5 1 (2.50%) IBM
5 1 (2.50%) Informatica
5 1 (2.50%) SAP
5 1 (2.50%) Tableau
5 1 (2.50%) Teradata