Period
to 23 November 2017

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 23 November 2017 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
23 Nov 2017
Same period 2016 Same period 2015
Rank 23 60 54
Rank change year-on-year +37 -6 -9
Contract jobs citing ETL 48 8 16
As % of all contract IT jobs advertised in Swindon 6.53% 1.18% 1.85%
As % of the Processes & Methodologies category 7.79% 1.44% 2.31%
Number of daily rates quoted 42 7 8
Swindon median daily rate £481 £430 £388
Median daily rate % change year-on-year +11.92% +10.97% -11.43%
10th Percentile £317 £380 £313
90th Percentile £731 £600 £483
Wiltshire median daily rate £475 £415 £350
% change year-on-year +14.46% +18.57% -12.50%
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 616 554 693
As % of all contract IT jobs advertised in Swindon 83.81% 81.71% 79.93%
Number of daily rates quoted 449 410 522
Swindon median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - -3.15%
10th Percentile £307 £275 £275
90th Percentile £600 £575 £550
Wiltshire median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% -3.13%
Number of hourly rates quoted 8 3 12
Swindon median hourly rate £13.00 £21.00 £17.00
Median hourly rate % change year-on-year -38.10% +23.55% -25.09%
10th Percentile £12.10 £18.50 £12.50
90th Percentile £28.75 £24.70 £44.60
Wiltshire median hourly rate £32.00 £38.50 £34.50
% change year-on-year -16.88% +11.59% +23.21%

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 23 November 2017.

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 23 November 2017, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Swindon region with a requirement for ETL.

1 24 (50.00%) Data Warehouse
2 19 (39.58%) Finance
3 16 (33.33%) SQL
4 12 (25.00%) Agile Software Development
4 12 (25.00%) Open Source
5 11 (22.92%) Data Analysis
5 11 (22.92%) SQL Server Integration Services
5 11 (22.92%) Business Intelligence
5 11 (22.92%) Data Modelling
5 11 (22.92%) DevOps
6 9 (18.75%) Informatica
6 9 (18.75%) Oracle BI EE
7 8 (16.67%) Enterprise Architecture
7 8 (16.67%) Oracle
7 8 (16.67%) SQL Server
8 7 (14.58%) Dimensional Modelling
8 7 (14.58%) Kimball Methodology
8 7 (14.58%) Analytical Skills
9 6 (12.50%) Analytics
9 6 (12.50%) Apache Pig
9 6 (12.50%) Oracle ODI
9 6 (12.50%) Hadoop
9 6 (12.50%) Apache Hive
9 6 (12.50%) Big Data
9 6 (12.50%) Marketing
9 6 (12.50%) Technical Architecture
9 6 (12.50%) Velocity
9 6 (12.50%) .NET
9 6 (12.50%) Java
9 6 (12.50%) Unix

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 6 (12.50%) Apache Pig
2 5 (10.42%) SAS
3 1 (2.08%) CMS
Business Applications
1 2 (4.17%) Salesforce.com CRM
Cloud Services
1 4 (8.33%) Amazon AWS
1 4 (8.33%) Microsoft Azure
2 3 (6.25%) Boomi
3 1 (2.08%) GitHub
Database & Business Intelligence
1 24 (50.00%) Data Warehouse
2 11 (22.92%) SQL Server Integration Services
3 9 (18.75%) Oracle BI EE
4 8 (16.67%) SQL Server
5 6 (12.50%) Apache Hive
5 6 (12.50%) Big Data
5 6 (12.50%) Hadoop
5 6 (12.50%) Oracle ODI
6 5 (10.42%) Enterprise Data Warehouse
6 5 (10.42%) Star Schema
7 4 (8.33%) Amazon Redshift
7 4 (8.33%) SAS Data Integration Studio
7 4 (8.33%) SQL Server Analysis Services
7 4 (8.33%) SQL Server Reporting Services
8 3 (6.25%) DataStage
8 3 (6.25%) MySQL
8 3 (6.25%) Power BI
8 3 (6.25%) SQL Server 2016
9 2 (4.17%) Data Mining
9 2 (4.17%) RDBMS
Development Applications
1 5 (10.42%) JIRA
2 2 (4.17%) Talend Open Studio
3 1 (2.08%) Ant
3 1 (2.08%) Eclipse
3 1 (2.08%) Git (software)
General
1 19 (39.58%) Finance
2 6 (12.50%) Marketing
3 4 (8.33%) Back Office
3 4 (8.33%) Retail
4 2 (4.17%) Banking
Job Titles
1 18 (37.50%) Developer
2 12 (25.00%) Architect
3 9 (18.75%) ETL Developer
4 8 (16.67%) Enterprise Architect
5 4 (8.33%) Analyst
5 4 (8.33%) Consultant
5 4 (8.33%) Enterprise Technical Architect
5 4 (8.33%) Salesforce Developer
5 4 (8.33%) SAS Developer
5 4 (8.33%) SSIS Developer
5 4 (8.33%) Technical Architect
6 3 (6.25%) Data Analyst
6 3 (6.25%) Senior Analyst
6 3 (6.25%) Senior Data Analyst
7 2 (4.17%) Business Intelligence Developer
7 2 (4.17%) Data Warehouse Developer
7 2 (4.17%) Designer
7 2 (4.17%) ETL Specialist
7 2 (4.17%) Senior Consultant
7 2 (4.17%) Test Specialist
Libraries, Frameworks & Software Standards
1 6 (12.50%) .NET
1 6 (12.50%) Velocity
2 4 (8.33%) Web Services
3 3 (6.25%) Visualforce
3 3 (6.25%) WCF
4 2 (4.17%) REST
4 2 (4.17%) SOAP
Miscellaneous
1 7 (14.58%) Analytical Skills
2 2 (4.17%) Greenfield Project
3 1 (2.08%) Data Structures
3 1 (2.08%) Management Information System
Operating Systems
1 6 (12.50%) Unix
Processes & Methodologies
1 12 (25.00%) Agile Software Development
1 12 (25.00%) Open Source
2 11 (22.92%) Business Intelligence
2 11 (22.92%) Data Analysis
2 11 (22.92%) Data Modelling
2 11 (22.92%) DevOps
3 8 (16.67%) Enterprise Architecture
4 7 (14.58%) Dimensional Modelling
4 7 (14.58%) Kimball Methodology
5 6 (12.50%) Analytics
5 6 (12.50%) Migration
5 6 (12.50%) Stakeholder Management
5 6 (12.50%) Technical Architecture
6 5 (10.42%) Data Ingestion
6 5 (10.42%) Information Management
6 5 (10.42%) Mentoring
7 4 (8.33%) Customer-Centricity
7 4 (8.33%) Data Governance
7 4 (8.33%) Data Migration
7 4 (8.33%) Validation
Programming Languages
1 16 (33.33%) SQL
2 6 (12.50%) Java
2 6 (12.50%) Shell Script
3 3 (6.25%) Apex Code
3 3 (6.25%) C#
3 3 (6.25%) JavaScript
4 2 (4.17%) PL/SQL
Qualifications
1 3 (6.25%) ISTQB
2 1 (2.08%) BPSS Clearance
Quality Assurance & Compliance
1 5 (10.42%) QA
2 4 (8.33%) IFRS
2 4 (8.33%) IFRS 9
3 2 (4.17%) GDPR
4 1 (2.08%) Data Quality
Vendors
1 9 (18.75%) Informatica
2 8 (16.67%) Oracle
3 6 (12.50%) Salesforce.com
4 5 (10.42%) Microsoft
4 5 (10.42%) Teradata
5 3 (6.25%) Dell
6 2 (4.17%) Talend
7 1 (2.08%) IBM
7 1 (2.08%) SAP